Tag Archives: automation

June 16, 2020

The Dawn of Delivery: How This Oregon Company Launched During a Pandemic

By Aaron G. Biros

Back in late 2016, the Oregon Liquor Control Commission (OLCC) legalized delivery for cannabis products. Since then, dispensaries could offer a delivery option for their customers to purchase cannabis products without leaving the comfort of their home. Up until quite recently, that market was dominated by a handful of dispensaries who also conduct business at their physical location, offering delivery as an option while conducting most sales in-person.

Enter Pot Mates. Founded in 2018 by Hammond Potter, the company embarked on the long regulatory road towards licensing and beginning operations. On April 20, 2020, Pot Mates opened for business, starting their engines to take on the fledgling cannabis delivery market in Portland.

Pot Mates is a tech startup through and through. The founders are former Apple employees. Hakon Khajavei, the chief marketing officer at Pot Mates, founded Blackline Collective, a business and marketing consultancy, which is where he joined the Pot Mates team. The other co-founder of Pot Mates and chief technology officer, Jason Hinson, joined after serving in the US Navy as an electronics technician maintaining satellite communications networks.

With the sheer amount of regulations for cannabis businesses, coupled with the new delivery-based business model, Pot Mates had to focus on technology and automation from the get-go.

Not Just an Online Dispensary

For the cannabis companies already offering delivery in the Portland metro area, their websites seem to mimic the in-person dispensary experience. They offer dozens of products for each category, like concentrates, edibles and flower, making a customer pour through options, all at different price points, which can get confusing for the average consumer.

The Pot Mates logo

Pot Mates does things a little differently. “Our start up process was thinking through how do we make this the best experience possible, how do we get rid of the unnecessary junk and how do we do things that only an online dispensary can do,” says Khajavei. They have flat pricing across the board. In each category, almost every product is priced the same, moving away from the common tiered-pricing model. This, Khajavei says, removes the decision barriers customers often face. Instead of choosing the right price point, they can choose the delivery mechanism and effect they desire uninhibited by a difference in cost.

It all comes back to focusing on the simplest way for someone to buy cannabis. “Shopping online is just very different,” says Khajavei. “Our process focuses on the customer journey and limits the number of products we offer. We have a mood system, where we tag our products from reviews to typify moods that you experience with different products.” All of that requires a lot of back-end technology built into their website.

The Long Regulatory Road

Technology has been a strong suit for Pot Mates since they opened their doors, and well before that too. Making the decision to be an online-only delivery cannabis company pushed them to pursue a very unique business model, but regulations dictate a lot of the same requirements that one might see in dispensaries.

Hakon Khajavei, Chief Marketing Officer

The same rules apply to them when Pot Mates submitted their license application. You need to have a signed lease, extreme security measures, detailed business plans, integrated seed-to-sale traceability software (Metrc in Oregon) and much more. “During the months leading up to getting our license, we were able to iron out a lot of the regulatory details ahead of time,” says Khajavei. A lot of that was about security and tracking their products, which is why technology plays such a huge role in their ongoing regulatory compliance efforts. “We built in a lot of automation in our system for regulatory compliance,” says Khajavei. “Because of our technology, we are a lot faster.”

In the end, their licensing process through the state of Oregon as well as the city of Portland took about nine months. Once they had the license, they could finally get down to business and begin the process of building their website, their POS system, their inventory and reaching out to partners, producers, distributors and growers.

For any cannabis company, there are a number of regulations unique to their business. “We need to report every product movement in house through Metrc,” says Khajavei. “Every time something is repackaged it needs to be reported. We focus so much on our technology and automation because these regulations force us to do so.” But delivery companies are required to report even more. Pot Mates needs to report every single movement a product makes until it reaches the customer. Before the delivery can leave the shop, it is reported to Metrc with an intended route, using turn-by-turn directions. It complicates things when you make two or more deliveries in one trip. Reporting a daisy chain of deliveries a vehicle makes with turn-by-turn directions to regulatory authorities can get very tedious.

As far as regulations go for delivery parameters, they can legally deliver anywhere inside Portland city limits. “It is our job to figure that out, not the customer’s job; so we don’t have any distance limits, as long as it is residential,” Khajavei says. “We programmed customized technology that allows us to handle really small orders.” Without a minimum order policy or a distance limit, Pot Mates can reach a much bigger group of consumers.

Launching in the Midst of a Global Pandemic

Chief Technology Officer, Jason Hinson

Luckily, the Pot Mates team received their license just in time. About two weeks after they submitted their application, Oregon put a moratorium on any new dispensaries.

They went forward with their launch on April 20 this year, despite the coronavirus pandemic impacting just about every business in the world, including their marketing efforts tremendously. With cannabis deemed essential by the state, they could operate business as usual, just with some extra precautions. What’s good for PotMates is that they don’t need to worry about keeping social distancing policies for customers or curbside pickup, given the lack of storefront.

They still need to keep their team safe though. The Pot Mates team began 3D printing washable and reusable face masks, getting more gloves for delivery drivers, cleaning their warehouse thoroughly, cleaning vehicles and making sure employees maintained distancing. Pot Mates is even 3D printing enough masks and donating them to local organizations that need access to masks. “As a cannabis company, we always have to handle things with gloves here and take necessary safety precautions anyway, so our response is more about how we can help than what we need to change.”

Advertising Cannabis in a Pandemic is No Easy Task

“The marketing aspect is where covid-19 really hurt us,” says Khajavei. “There are so many regulations for cannabis companies advertising already. Unlike other products, we can’t just put up advertisements anywhere. We have to follow very specific rules.” So, in addition to the normal marketing woes in the cannabis industry, the team then had to deal with a pandemic.

Pot Mates had to scrap their entire marketing strategy for 2020 and redo it. “We wanted to begin with a lot of face-to-face marketing at events, but that didn’t quite work out so well.” Without any concerts, industry events or large gatherings of any kind, Pot Mates had to pivot to digital marketing entirely. They started building their SEO, growing their following on social media, producing content in the form of blogs and education around cannabis and the local laws.

On an Upward Trajectory

Obviously, the short-term problem for a new cannabis company is reaching people, especially during the COVID-19 crisis. “We have a good trajectory though, we know we are growing our business, but we still have a ways to go,” says Khajavei. It doesn’t help that social media companies have nonsensical policies regarding cannabis. Their Facebook page was recently removed too.

Founder & CEO of Pot Mates, Hammond Potter

But the bigger issue here is kind of surprising when you first hear it: “It’s not even a matter of customer preference, a lot of people just have no idea that delivery is even legal.”

It’s pretty evident that cannabis delivery has not really gone mainstream yet. “We’ve told people about our business in the past and a common answer we get is, ‘Oh my gosh, I didn’t even know we could get cannabis delivered.’” It’s never crossed their mind that they can get cannabis delivered to their home. It’s an awareness problem. It’s a marketing problem. But it’s a good problem to have and the solution lies in outreach. Through educational content they post on social media and in their blog, Khajavei wants to spread the word: “Hey, this is a real thing, you can get cannabis delivered.”

As the market develops and as consumers begin to key in on cannabis delivery, there’s nowhere to go but up. Especially in the age of Amazon and COVID-19 where consumers can get literally anything they can dream of delivered to their front door.

Moving forward, Pot Mates has plans to expand as soon as they can. Right now, they’re limited to Portland city limits, but there’s a massive population just outside of Portland in towns like Beaverton, Tigard and Tualatin. “We are so close to these population centers but can’t deliver to them now because of the rules. We want to work with OLCC about this and hopefully change the rules to allow us to deliver outside of the city limits,” says Khajavei. In the long term, they plan to expand out of state, with Washington on their north border being first on the docket.

To the average person, one would think launching a delivery cannabis business in the midst of a global pandemic would be a walk in the park, but Pot Mates proved it’s no easy task. As the market develops and the health crisis continues, it seems the Oregon market will react positively to the nascent delivery market, but first they need to know it is even an option.

June 8, 2020

The Top 4 Things Cultivation Directors Should Discuss With Their Operations Manager Right Now

By Lucas Targos

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Communication is key for efficient interaction between cultivation and business functions at any cannabis operator. So, what are the top four things cultivation directors should be discussing with their operations manager right now, as we face an uncertain Summer 2020 and unique COVID-related challenges (product demand uncertainty, reduced workforce, and immediate response to problems and issues):

Labor requirements
- Operators should be discussing “Who, and what, do I need to operate this facility and how do I make operations more streamlined without diminishing quality, consistency, and yield?”
- Efficient operations should focus on labor workflow and circulation and document a clear understanding of how employees will move through the spaces while doing their jobs.
- Having a “less labor” philosophy and understanding—a ‘first in and first out’ mentality—drives down cost of production.
- By limiting employees’ need to cross paths and segregating processes (e.g. harvest, distro, packaging) in a facility, you can maintain biosecurity and limit the risks of cross-contamination
- When working with fewer staff members, everyone should be trained to:
  A greenhouse facility that urban-gro helped bring to operation.
  - Operate all necessary equipment
  - Perform keys tasks like nutrient deliver or preventative maintenance
Supply chain
- What sort of products do I use to cultivate, process, distribute and how will potential shortages affect my use/cost related to these?
  - Consider products and supplies that you can order in bulk
  - Examine and update your chemical regime to focus on products that are cheaper to freight ship, and located within the US or even your state
  - Mitigate the risk of availability by using products that are have no shelf-life or expiration issues, and those where the supply chain has not yet had disruptions
Automation and technology
- What’s the availability to allow for remote monitoring and controls?
  - Cultivators can take some of the load off the reduced staff by automating critical tasks
  - Remote monitoring solutions will also allow for faster notification of crop issues
  - Integrating preventative maintenance tasks like equipment schedules and maintenance can increase efficiency
Yield expectations
- Ensure that conversations on yield expectations are as transparent as possible and set realistic and achievable goals
- Build business models based on the correct numbers that take into account productions numbers on ‘high yield’ genetics versus lower-yielding plants (yield versus price)
- Ensure you have a detailed plan that combines both plant density and production goals

April 23, 2020

How to Streamline Labeling from Seed to Sale in The Time of COVID-19

By Travis Wayne

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As if the cannabis industry doesn’t regularly go through enough rapid change, with COVID-19, cultivators, processors and dispensers of all sizes are trying to do more with less. Lower operational headcount and unpredictable production volume, along with a rapidly-changing supply chain – make eliminating manual steps a necessity. Labels include barcodes or various barcode symbologies to help companies manage inventory, identify products and ultimately ensure that the right products get to the right customers at the right time. By eliminating manual steps in your labeling environment, you can address these issues through automation, scalability, efficiency and accuracy: benefits that will last through the pandemic and position you well for the recovery period.

Automation

Automation of many kinds is being implemented from seed to sale including barcode label printing automation. Integration of labeling software and seed to sale traceability systems including METRC, BioTrack, Leaf Data and others enables streamlined barcode label data population and high-volume label printing to counteract the decreasing operational headcount and eliminate manual touchpoints.

Print automation can be defined as “a centralized technology that replaces the manual process of triggering a print job within a labeling environment.” Look for a labeling software solution that allows you to:

- Completely automate your label printing process
- Print to a greater number of printers
- Initiate printing directly from any business system

Integrating your label printing system with your seed to sale traceability system can minimize errors, increase print speeds and maximize your ROI.

By integrating your label printing system with your seed to sale traceability system, you can expect to minimize errors, increase print speeds and maximize your ROI. Your business system already holds the variable data such as product names, license number, batch or lot codes, allergens, net quantity, cannabis facts, warning statements and more. By systematically sending this data to the right label template at the right time, labeling becomes an efficient and cost-effective process.

Scalability

One of the most important considerations for cannabis cultivators, processors and dispensers is to invest in solutions that can grow and pivot quickly as the business changes. Whether you are responding to temporary requirements or changes, or your business needs to scale up quickly to respond to a spike in demands as a result of COVID-19 or to prepare for coming out of this pandemic. Whatever your needs are, think about short-term and long-term goals for sustainable business solutions. Scalability includes:

Printing to a greater number of printers

As needs and automation requirements change, and your printer inventory has the possibility of increasing, make sure your labeling design software can be licensed per simultaneous user, with cost-effective, multi-user networking licenses. That way, you don’t run the risk of paying for more printers as you grow or going over budget with each additional printer.

Print documents and labels from the same application

If you use the same data for your documents (like order receipts, bills of materials or packing lists) and labels, moving document printing into your label design software makes sense logistically. An advanced label creation and integration software enables label and document printing standardization by allowing multiple database records to be on one file. That means when new documents or labels come into your database, your software can seamlessly integrate.

Efficiency and accuracy

In a time where responding to the changing market needs to happen very quickly, where costs are being scrutinized and when errors cannot happen – you need to set up your labeling environment to have high levels of accuracy and control. With increased accuracy you will reduce waste, eliminate returns due to mislabeled product, efficiently track product and gain more efficiencies that will save you money and time.

Cutting manual steps out of the process

Removing manual steps in your printing process is a sure-fire way to gain efficiency and accuracy in your labeling environment. Look for labeling software features that allow you to add variable data from a device to your labels automatically, which limits the human interaction with your labels and in turn helps minimize human errors. Other efficiencies include:

On-demand color labeling streamlines efficiency and accuracy across a wide variety of labeling needs.

Increased print speed within your labeling environment
Reduced label waste
Collection of data from several devices such as:
- Scanners
- Scales
- Keyboards

On-demand color labeling

On-demand labeling is specifically helpful in the cannabis labeling world because of all the regulations you must comply with. Each state has its own regulations, which means each label throughout the cannabis supply chain must be compliant with whichever state they are located. With on-demand labeling, cannabis companies print labels as needed and make changes as they go without the risk of wasting obsolete pre-printed label stock. This is beneficial as pre-printed labels often have large minimum order quantities. On-demand labeling also helps companies maintain better control of their own branding and graphics.

With on-demand labeling, label information can be populated by using pre-approved label templates in order to save you time with the variations of cannabis labels. This gives you the ability to print the specific label you need without having to waste your pre-printed label stock, or spend time switching out your pre-printed label stock in your printer.

Cannabis cultivators, processors and dispensers are faced with many obstacles during these challenging times due to COVID-19 – ensuring workers are safe, keeping operations at 100% capacity with potentially fewer people, creating contingency plans that may be changing daily. In an environment that is changing very quickly, consider how labeling solutions can evolve. You may also need to lean more on your partners than you ever have in the past.

March 12, 2020

5 Factors to Keep in Mind When Entering the Regulated Market

By David Perkins

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It’s a different world growing cannabis in California- in fact, it’s a completely different experience than it was even four years ago. It can be overwhelming to begin the process, which is where an experienced cultivation consultant can help. This article will highlight 5 factors to keep in mind before you begin growing in California’s regulated recreational market.

Start Up – Costs, needs & endless variables

So you’ve decided to begin a recreational grow, here are the factors to consider before you get started.

Permitting, the necessary pre-cursor to cultivation, can be time- consuming, extremely expensive, and overwhelming. General experience dictates that any grow will take longer than planned and cost way more money than you ever expected or anticipated. Always account for more money and time than you think you need. Working with an experienced consultant can help you plan and account for all the costs and variables you may not have considered, prior to beginning cultivation, in order to ensure your success.

Understand that growing boutique style cannabis is very difficult on a large scale, consistently.

Equipment. When choosing what equipment to use, stick to reputable equipment manufacturers. Don’t just go with the latest high-tech gear because you see it on Instagram being advertised by a big, fancy grow operation. Stick to what you know best. Do your homework and research the equipment as much as possible, prior to purchase. Use equipment that has been tested and well documented with success. Some questions to ask yourself: is this necessary? Is it cost effective? Will it help me reach my goals?

Grow your business slowly and naturally. Getting too big too quick will most likely expose inefficiencies in your operating plan, which will be further compounded when production increases. Don’t sink before you can swim and start out on a massive scale before you have perfected your process.

Cultivation – It pays to design it right the first time

Success begins in the grow room. Never forget that. A properly engineered cultivation plan can be the difference between 3 and 6 harvests per year. Again, it is imperative here to do your homework. A well-thought-out plan can make or break you, and that is where an experienced cultivation consultant can help.

Set realistic expectations. Understand that growing boutique style cannabis is very difficult on a large scale, consistently. Don’t expect to grow perfect cannabis every time – it is unrealistic and can ultimately lead to failure if your financial model depends on it. Growing a plant, while mostly in your control, involves too many variables to rely on a perfect outcome round after round. You can do everything in your power, yet something unexpected can still happen and be detrimental to your yield, and therefore your profit. You must expect and plan for this.

Automating as much of your grow as possible is always a good idea. This will greatly reduce labor costs and more importantly, minimize human error. In some instances, it will even allow you to review data and information remotely, in real time, allowing you to ensure your cultivation site is always running as efficiently as possible, even when you aren’t there.

Processing – Don’t skimp on the process

If you are going to be harvesting cannabis for flower, it is imperative to have a properly built facility for drying, curing and storing your product. You must consider that this building will need to be large enough to house and properly store all of your harvest at once. This can make or break your crop at harvest time. If you don’t have the capacity to handle your harvest properly, it can lead to disastrous issues such as mold or too quick of a cure – conditions which make your cannabis unsellable in the regulated market.

dry cannabis plants — Rows of cannabis plants drying and curing following harvest

Although costly, if done correctly, you can also design this area to serve as your propagation, trimming, and breeding areas, which will ultimately save on costs in the long run.

Also keep in mind, hand trimmed cannabis will always look more appealing to the consumer than machine trimmed cannabis. However, hand trimming can be time-consuming, labor-intensive, and therefore far more costly than machine trimming. These are factors you will need to consider and budget for when deciding how to proceed. If you use a machine, you may save money up front, but will you be able to sell your cannabis at full price?

Distribution – Have a plan

It is a good idea to have a plan for distribution, prior to start up. If you have an agreement with a retail outlet (or contract with a distributor) in writing, you will protect yourself from financial failure. Cannabis will never grow more valuable over time, therefore, you want to have a plan in place for distribution, as soon as the cannabis is harvested and processed. Just as was the case in the black-market days, you never want to hold on to your cannabis for long periods of time.

Do not distribute without agreements in writing! While some oral agreements may be enforceable, it will be extremely costly to litigate. Therefore, you should plan to hire a lawyer beforehand to create fail-proof agreements that will hold up in court, should a distributor not pay you for your product.

Sales – Build your brand, but be realistic

Building your brand is important. And if you don’t produce your own high-quality flower you cannot expect to have a product up to your standards. Your brand will not be successful if you cannot consistently provide consumers with high quality cannabis. Relying on other growers to produce your cannabis for you is risky to your brand. Even if you are a manufacturer, you may not be able to rely on other suppliers to maintain the quality volume you need in order to manufacture your products consistently.

The regulated market in California is new. Therefore you must necessarily account for a great degree of price fluctuations in the market. When creating your budget at the outset, you must account for fluctuations in profit. Knowing when prices are going to be at their lowest can help you avoid having an oversupply of inventory. It can also help you avoid such situations by planning your cultivation/harvest accordingly.

There are both consumer and government influenced market trends that can affect your bottom line. These must be accounted for at the outset.

On the consumer level, you must know what people are buying and how they are consuming. And these factors can change quickly with the introduction of new technology, methods or new devices intended for cannabis consumption. You must stay on top of these trends.

The government regulations can also affect these trends. Products used for cultivation can become banned, i.e. products you once relied on in your cultivation can be found to have contaminants known to cause test failures, even in “approved products.”

Ultimately, all of these factors can make or break your success, and therefore, must be considered, researched and accounted for prior to beginning your cultivation in the regulated market. Working with a consultant with over 20 years of grow experience, and more importantly, extensive experience in large scale cultivation in the regulated market, can help you achieve the success you desire. Cultivation in the regulated market is costly, but working with a consultant can help you cut costs at the outset, and save you from unexpected expenses in the long run.

January 20, 2020

Preventing Mold & Fungus in Cannabis with Data Analytics

By Leighton Wolffe

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Cannabis legalization has taken the United States by storm, with 33 states approved for medicinal cannabis use — 11 of which are also approved for recreational use for adults aged 21 and over. With new patients and consumers entering the market every day, it’s more important than ever for cannabis cultivators to establish more effective methods for mold and fungal prevention in their crops and to ensure consumer confidence in their brands.

Today, many cultivators address the risk of mold and fungus growth by testing crops for contaminants at the end stage of production. While this helps to catch some infected product before it reaches the market, this method is largely ineffective for mold and fungal prevention during the cultivation process. In fact, recent studies have shown an 80% failure rate in mold and fungal testing in Denver cannabis dispensaries. By relying on late-stage, pass/fail testing, cannabis entrepreneurs also expose themselves to increased risk of lost crops and profits.

Photo credit: Steep Hill- a petri dish of mold growth from tested cannabis

However, emerging sensor technologies exist that can test plants during the grow process, significantly reducing the risks associated with cannabis cultivation while increasing the bottom line for commercial grow operations. By leveraging data from these monitoring sensors along with environmental automation systems that are integrated with data analytics platforms, cannabis professionals can take a proactive approach to achieve the ideal environmental conditions for their crops and prevent against mold and fungal infestation.

Common Causes for Bud Rot in Indoor Growing Systems

Botrytis cinerea — commonly known as “bud rot” — is a pathogenic fungi species that creates a gray mold infection in cannabis plants. An air-borne contaminant, it is among the most prevalent diseases affecting marijuana crops today and can lead to significant damages, particularly when left untreated during post-harvest storage. Bud rot is one of the most difficult challenges cannabis entrepreneurs face: Once plants have been affected, only 2% can be expected to recover. This is because Botrytis cinerea can use multiple methods for attacking host plants, including using the plant’s natural defenses against it to continue infestation.

While difficult to contain, bud rot is very easy to spot. Plants affected with the fungus will begin yellowing, experience impaired growth, and develop gray fungus around its buds. Overall crop yield will be significantly reduced, leading to decreased profit for cannabis cultivators. The biggest contributing factors to a Botrytis cinerea infestation are as follows:

Humidity: Indoor grow facilities that maintain humidity levels in excess of 45% are breeding grounds for mold and fungus. These environments can become perfect conditions for mold and fungal growth.
Temperature: Bud rot typically thrives in environments where temperatures fall between 65- and 75-degrees Fahrenheit, which is why greenhouses and grow rooms are often the victim of such infestations.
Ventilation: Poor airflow is another contributing factor to Botrytis cinerea Without proper ventilation, excess moisture buildup will eventually result in mold and mildew growth.
Strain: Some marijuana strains are better equipped to fend off bud rot infection. In particular, sativa plants have a higher resistance to mold development than their C. indica and C. ruderalis cousins.

Controlling mold and fungal growth in commercial grow facilities is a top priority for cannabis cultivators. Not only detrimental to their profitability and crop yield, infected plants can pose serious health risks to consumers, especially for immunocompromised patients. Consuming cannabis products that have been compromised by bud rot or other mold and fungal infections can cause a wide range of medical concerns, including pneumonitis, bronchitis, and other pulmonary diseases. As a result, growers are required to dispose of all infected plants without the possibility to sell.

Bud rot isn’t the only culprit responsible for cannabis plant destruction. Powdery mildew, Fusarium, sooty molds, and Pythium all contribute to the challenges faced by cannabis professionals. In fact, a recent study conducted by Steep Hill Labs and University of California, Davis – Medical Center found that in 20 randomly-selected samples submitted for testing, all samples showed detectable levels of microbial contamination⁷. Many of these samples also contained significant pathogenic microorganism contamination. Without proper detection and prevention methods in place, these pesky plant-killers will only continue to terrorize the cannabis cultivation industry.

The Current Cannabis Cultivation Landscape

The data is clear: Current practices for cannabis cultivation are insufficient for preventing against mold and fungal growth. Sterilization and pass/fail testing do not identify the root cause of harmful infestations in plants, therefore leaving cannabis professionals in the dark about how to better optimize their grow conditions for improved crop reliability and safety. In order to prevent against damages incurred from mold and fungal infestation, marijuana growers must be more diligent in their grow condition monitoring practices.

Many cannabis professionals rely on manual monitoring to identify environmental changes within their indoor grow facilities. While it’s important to collect data on your operation’s essential systems, doing so without the right tools can be time-consuming and ineffective. Manual monitoring often relies on past data and does not illustrate the relationship between different systems and their impact on environmental changes. The goal is to assemble data from all the grow systems and create correlations on actual bio-environmental conditions during the grow process to compare to yield results. This is only available when an information management platform is synthesizing data from all the systems within the grow facility and presenting meaningful information to the growers, facility operators and owners.

Especially as the cannabis industry is expected to grow exponentially in coming years, growers need more robust tools for tracking and manipulating environmental changes within their indoor growing systems.

Leveraging Building Automation Systems & Data Analytics in Cannabis Cultivation

A powerful approach to prevent environmental conditions that are known to lead to mold and fungus growth exists in leveraging the data produced from your grow facility’s various automation systems. Most commercial cultivation facilities have multiple stand-alone and proprietary systems to control their indoor environment, making it difficult to not only collect all of this valuable data, but also to achieve the level of grow condition monitoring necessary for mold and fungal prevention.

With some data analytics platforms, such as GrowFit Analytics, data is collected across disparate systems that don’t normally communicate with one another, providing access to the key insights necessary for achieving environmental perfection with your cannabis crops. A viable solution collects vital grow facility system data and relevant bio-environmental monitoring data, and delivers this information in one, centralized software interface. The software then will apply analytic algorithms to develop key performance indicators (KPIs) while working to detect system anomalies, faults, and environmental fluctuations. The right analytics solution should also be customizable, allowing you to track the KPIs that are most important to your unique facility, and to achieve the vision of your chief grower. Ultimately, the software should serve up actionable insights that empower facility management and growers.

Sample data visualization dashboard from GrowFit Analytics showing real-time Temperature and Relative Humidity readings and indicating potential Mold Risk as defined by the Grower.

Collecting reliable data from different grow facility systems and environmental sensors can be a complex process and the information collected illustrates more than just what’s working right and what isn’t. By implementing an advanced data analytics solution, cannabis cultivation professionals can now be empowered to track minute details about their indoor grow facility, providing a safer, healthier environment for their crops and avoiding those environmental conditions that lead to mold and fungus altogether.

An ideal data analytics platform won’t simply collect data to be analyzed at a later date, and simple trending of sensor data is not enough. Information — especially in a commercial grow facility — is time-sensitive, which is why growers should select a system that offers real-time analytics capabilities. Some platforms offering real-time analytics utilize cloud computing, allowing for easy access from anywhere while also providing enhanced security to protect sensitive facility data. The most robust data analytics platforms provide detailed historical data for your entire crop’s lifecycle that provide a “digital recipe” to replicate successful crops, and fine-tune the process for continuous improvement.

Data analytics tools can also impact the bottom line by lowering operational costs. GrowFit Analytics, for example, was born out of a software solution designed to lower energy costs for large complex buildings like commercial grow facilities.

The data and insights provided can help identify opportunities for greater energy efficiency, which can lead to significant utility savings. Grow facilities operate 24 hours/day, with energy expenses representing one of the largest operational costs. With data analytics tools at their disposal, facility managers are armed with the information they need to improve system efficiency, increase energy savings, and improve profitability.

Eliminating Mold & Fungus from the Future of Cannabis Cultivation

By focusing on grow condition monitoring using data analytics tools, cannabis professionals can effectively eliminate the risk of mold and fungus growth in their crops. Leading data analytics tools make tracking environmental changes simple and easy to manage, allowing cannabis professionals to take a proactive approach to mold and fungus prevention. As we look to the future of the cannabis cultivation industry, it’s paramount for professionals to explore the technological advancements available that can help them address their business’ most pressing challenges.

September 19, 2019

Soapbox

The Stress of a Grower

By Carl Silverberg

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Tell me that you can’t relate to this story.

You’re sitting down to dinner at a restaurant about ten minutes from where you work, finally relaxing after a tough day. You’ve set your environmental alerts on your plants; you have that peace of mind that the technology promised and you know that if anything goes wrong you’ll get notified immediately. As you’re looking at the menu, you receive an alert telling you that the temperature in one of your 2,000 square foot grow rooms has gone out of the safe range. Your mind starts to race, “It’s week seven, I’ve got 500 plants one week away from harvest, that’s 200 pounds of cannabis worth about $150,000-$200,000. Oh my God, what am I going to do?”

You’re doing all this at the dinner table and even though you’re not in a state of panic, you are extremely concerned. You need to figure out what’s going on. You check the graphing and see that over the past hour your humidity dropped and your temperature is gradually going up. Within the past ten minutes, the temperature has gone to 90 degrees. Your numbers tell you that the temperature in the room with $200,000 of cannabis is going up about five degrees every three minutes.

adamJgrow — Monitoring a large grow room can be a stressful task.

“I see this trend and can’t figure it out,” the grower relates. “Normally, the HVAC kicks on and I’d begin to see a downward trend on the graphs. I pre-set my trigger for 90 degrees. But, I’m not seeing that. What I AM seeing is the temperature gradually and consistently getting warmer without the bounce-back that I would expect once the HVAC trigger was hit. All I know is I better find out what’s causing all this and I better find out fast or my entire crop is gone.”

You go through the rest of the checklist from LUNA and you see that the lights are still on. Now, you’re starting to sweat because if the temperature in that room hits 130 and stays there for more than twenty minutes, you’re losing your entire crop. You have to walk in your boss’s office the next day and explain why, after all the time and money you put in over the past seven weeks, not only is all that money gone but so is the $200,000 he is counting on to pay salaries, expenses, and bank loans.

This is something you’ve been working on for seven straight weeks and if you don’t make the right decision, really quickly, when that room hits 130 degrees here’s what happens.

“My equipment starts to fail,” our grower continues. “The crop literally burns as the oils dry up and the crop is worthless. At 130 degrees, my grow lights essentially start to melt. All you can think of is that temperature going up five degrees every three minutes and you’re ten minutes from your facility. I need to leave that restaurant right now, immediately, because even if I get there in ten minutes the temperature is going to be almost 120 degrees while I’ve been sitting here trying to figure out what’s wrong.”

You run out to your car and you speed back to the facility. The grow room is now 125 degrees, you have maybe three or four minutes left to figure things out before you flush $200,000 down the drain. The first thing you do is turn off the grow lights because that’s your primary source of heat. Then, you check your HVAC panel and you realize it malfunctioned and shorted out. There’s the problem.

The real toll is the human cost. Once this happens, no grower ever wants to leave and go home or even go to dinner. It’s a horrible toll. It’s the hidden cost we don’t talk about. The grower opens up with his own personal experience.“This system allows the grower to step back and still feel confident because you’re not leaving your facility to another person,”

“You think about the burden on the person that you bring in to replace you while you’re out of town and then you think about the burden on you if something goes wrong again. And you decide, it’s not worth it. The anxiety, the fear that it will happen again, it’s not worth it. So, you don’t go. I didn’t even see my sister’s new baby for eight months.”

Your desire to see your family, your desire to have a normal life; all of that goes out the window because of your desire to be successful in your job. It outweighs everything.

This is every grower. It’s why many farmers never leave their property. It just becomes a normal way of living. You just repeat it so much that you don’t even think about it. Why go on vacation if your stress level is higher than it is if you’re home. You’re constantly worried about your farm or your facility. The only way to escape it is to not go away at all.

“This system allows the grower to step back and still feel confident because you’re not leaving your facility to another person,” he tells us. “You don’t realize how stressful a lifestyle you live is until you step back and look at it. Or, if you have an alert system that allows you to pull back. That’s when you realize how difficult your life is. Otherwise, it just seems normal.”

As AI technology expands its footprint into agriculture, there will be more tools to help mediate situations like this; more tools to give you a more normal life. It’s one of the reasons we got into the business in the first place.

May 23, 2018

Cannabis and the Connected Indoor Farm

By Cannabis Industry Journal Staff

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Cannabis Cultivation Virtual Conference Part 3

Cannabis and the Connected Indoor Farm- Technology Spotlight Sponsored by VividGro

By David Friedman, President of VividGro

This presentation discusses:

SMAA- Sensing, monitoring, alerting & automating
Hardware & software integration
Protecting & using your data

May 22, 2018

Soapbox

Why Traceability Is Crucial for the Cannabis Industry

By Steven Burton

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The stage is set: cannabis legalization is rolling out around the world. With legalization comes regulations and smart companies will adapt to make new requirements work for them. In the end, our shared goal (as industry, consumers and government) is the same: provide safe, high-quality, reliable products. This is where traceability comes in.

If a cannabis product isn’t safe (cannabis is vulnerable to the same kinds of hazards as most food products), the reputation of the entire industry suffers. Earning public trust is the first step toward favorable government regulations. With upcoming decisions that will decide taxation and distribution, it’s more important than ever that cannabis producers can react quickly if recalls should occur – and that means taking traceability seriously.

Comprehensive Traceability for Cannabis Means More Than Legality

A crucial key to producing safe and high-quality cannabis products is detailed traceability. Many states require cannabis businesses to use systems like Metrc, a technology that uses RFID tags to track cannabis from seed to sale to ensure nothing is diverted to the black market. However, Metrc focuses only on the chain of custody, not on the safety or quality of the product.

Ensuring a secure supply chain is only one piece of the cannabis puzzle. Public health hazards like toxic chemical contamination, mold growth and pathogenic contamination introduced by pests or improper employee handling need to be controlled in order to earn public trust and comply with regulations. State-mandated traceability systems don’t address these imperatives, so an effective safety technology that includes traceability, in addition to mandated systems like Metrc, is absolutely necessary to complete the cannabis picture.

Automation Technology Supports Cannabis Companies’ Growth and Helps With Audits

Cannabis professionals are aware of the regulatory scrutiny the industry is under and many have turned to automation technology to help stand up to this scrutiny, as well as collect and manage all the data necessary for compliance. Automating data collection pays off in several ways. For one, interconnected, real-time IoT technologies that are accessible to the entire facility 24/7 are giving cannabis businesses the tools they need to create the best possible products now, as well as providing them with the data they need to make their products even better. Since frequent audits are a part of the legalization transition, automation also makes preparing for audits and inspections a matter of minutes instead of days.

Ron Sigman, chief executive officer of marijuana compliance consulting firm Adherence Corp. and former investigator for the Marijuana Enforcement Division (MED) in Colorado, lists the most common violations for cannabis businesses that he found during more than 200 audits in an interview for Marijuana Business Daily. These violations include:

Metrc issues, especially accounting not matching inventory (too many plants or ounces of marijuana on the premises);
Security issues like lack of sufficient camera coverage;
Failure to upgrade licenses;
Improper or incomplete training of new employees.

Adopting safety and traceability concepts that the food industry developed over many decades can yield huge benefits for cannabis businessesA proper cannabis traceability technology mitigates these problems by providing notifications of inventory inconsistencies, certification expirations and more. Traceability for cannabis must be able to handle the complexities of procedures like terpene extraction and injection. With the rapid growth of the industry, it must be able to set targets and track actuals. It should track, not just cannabis plants and related derivatives, but also every other ingredient, material and packaging material used during production. There must be monitoring at each stage of production and a system in place to ensure all employee training is up to date. Preventative maintenance must be scheduled and tracked and hazards must be identified and controlled. In the event of an audit or recall, precise mass-balance calculations must be available to account for every gram of product, including non-cannabis ingredients like coconut oil and packaging materials like pouches and labels.

Detailed traceability can make the difference between a cannabis business keeping their license or being shut down. “You have to make a diligent effort to stay compliant 365 days out of the year, because you never know when a regulatory agency is going to come knocking on your door,” says Sigman. Knowing exactly what went wrong when and where allows a company to make changes so failures don’t happen again.

Higher Standards Will Be Demanded

The standard sought by most in the cannabis industry is only GMP (Good Manufacturing Practice) certification, which is actually the lowest level of certification possible in food production. With the public demand for edibles and concentrates on the rise and major retailers scrambling for seats at the table, the demand for transparency from growers and manufacturers will increase. Cannabis companies will soon find that GMP compliance simply won’t be enough to earn trust and expand their market share, especially when it comes to edibles and concentrates.

“Every day, patients express interest and assurance of wanting to know that the foods and medicines they consume are safe and of the best quality available,” says Lindsay Jones, president of Curaleaf Florida, the first medical cannabis company in Florida to achieve SQF Certification. Safe Quality Food (SQF) certification ensures a company meets the highest levels of safety and quality on a reliable basis. Curaleaf has set a new bar in the industry that others will be compelled to follow and they should be congratulated for their proactive vision.

Adopting safety and traceability concepts that the food industry developed over many decades can yield huge benefits for cannabis businesses, but it will be interesting to watch the technology evolve to accommodate the specific needs of retailers and consumers. Imagine a traceability system that ensures safety and quality while also tracking consistency and potency.

The Future of Cannabis Is Bright

The emerging cannabis industry is facing challenging hurdles on its path to widespread legalization and acceptance but the forecast is sunny – for companies who are prepared.

New Frontier Data CEO Giadha Aguirre De Carcer, explains that California’s “legal (cannabis) industry is forecast to grow from $2.8 billion in 2017 to $5.6 billion in 2020. That spending will be increasingly directed at products and retailers who understand and serve the market’s evolving tastes and preferences.” That includes implementing comprehensive traceability systems to deliver safe, quality product.

May 9, 2018

IoT & Environmental Controls: urban-gro Launches Soleil Technologies Portfolio

By Aaron G. Biros

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Back in November of 2017, urban-gro announced the development of their Soleil Technologies platform, the first technology line for cannabis growers utilizing Internet-of-Things (IoT). Today, urban-gro is announcing that line is now officially available.

The technology portfolio, aimed at larger, commercial-scale growers, is essentially a network of monitors, sensors and controls that give cultivators real-time data on things like temperature, humidity, light, barometric pressure and other key factors. The idea of using IoT and hypersensitive monitoring is not new to horticulture, food or agriculture, but this is certainly a very new development for the cannabis growing space.

According to Brad Nattrass, chief executive officer and co-founder of urban-gro, it’s technology like this that’ll help growers control microclimates, helping them make the minor adjustments needed to ultimately improve yield and quality. “As ROI and optimized yields become increasingly important for commercial cultivators, the need for technologies that deliver rich granular data and real-time insights becomes critical,” says Nattrass. “With the ability to comprehensively sense, monitor, and control the microclimates throughout your facility in real-time, cultivators will be able to make proactive decisions to maximize yields.”

The heat map allows you to find problem microclimates throughout the grow space.

One of the more exciting aspects of this platform is the integration of sensors, and controls with automation. With the system monitoring and controlling fertigation, lighting and climate, it can detect when conditions are not ideal, which gives a cultivator valuable insights for directing pest management or HVAC decisions, according to Dan Droller, vice president of corporate development with urban-gro. “As we add more data, for example, adding alerts for when temperatures falls or humidity spikes can tell a grower to be on the lookout for powdery mildew,” says Droller. “We saw a corner of a bench get hot in the system’s monitoring, based on predefined alerts, which told us a bench fan was broken.” Hooking up a lot of these nodes and sensors with IoT and their platform allows the grower to get real-time monitoring on the entire operation, from anywhere with an Internet connection.

soleil visuals — Figures in the system, showing temperature/time, humidity/time and light voltage

Droller says using more and more sensors creates super high-density data, which translates to being able to see a problem quickly and regroup on the fly. “Cannabis growers need to maintain ideal conditions, usually they do that with a handful of sensors right now,” says Droller. “They get peace of mind based on two or three sensors sending data points back. Our technology scales to the plant and bench level, connecting all of the aggregate data in one automated system.”

In the future, urban-gro is anticipating this will lay the groundwork for using artificial intelligence to learn when controls need to be adjusted based on the monitoring. Droller hopes to see the data from environmental conditions mapped with yield and by strain type, which could allow for ultra-precise breeding based on environmental conditions. “As we add more and more data and develop the platform further, we can deliver some elements of AI in the future, with increased controls and more scientific data,” says Droller.

May 2, 2018

Soapbox

Automation – Planning is Everything

By Vince Sebald

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Automation of processes can provide great benefits including improved quality, improved throughput, more consistency, more available production data, notifications of significant events and reduced costs. However, automation can also be expensive, overwhelm your workforce, cause future integration problems and magnify issues that you are currently experiencing. After all, if a machine can do work 100 times faster than a human, it can also produce problems 100 times faster than a human. Whether it is a benefit or a scourge depends largely on the implementation process.

There are thousands of possible technology solutions for just about any production problem. The trick to getting results that will work for your company is to use good engineering practices starting from the beginning. Good engineering practices are documented in various publications including ISPE Baseline Guides, but there are common threads among all such guides. What will the system be used for and what problem is it intended to solve?

The key is implementing a system that is fit for your intended use. As obvious as it sounds, this is often the most overlooked challenge of the process. In the grand scheme of things, it is a MUCH better proposition to spend more time planning and have a smooth operation than implement a system quickly and fight it because it isn’t a good fit for the intended use. The industry is littered with systems that were prematurely implemented and complicate rather than simplify operations. Planning is cheap, but fixing is expensive.

The most important step to getting an automated system that will work for you is also the first:

Defining “what” you need the system to do: User Requirements

Automation Runaway — Once automation is in place, it can be a boon to production, but don’t let your systems get ahead of your planning! It can be difficult to catch up.

With decades of experience in the automation industry, I have seen systems in many industries and applications and it is universally true that the definition of requirements is key to the success of the automation adventure. To clarify, the user requirements are intended to define “what” the system is required to do, rather than “how” it will do it. This means that persons that may not be familiar with the automation technologies can still be (and usually are) among the most important contributors to the user requirements document. Often, the people most familiar with the task that you wish to automate can contribute the most to the User Requirements document.

Some of the components of a User Requirements document typically include:

Purpose: What will the system be used for and what problem is it intended to solve?
Users: Who will be the users of the system and what is their relevant experience?
Integration: Is the system required to integrate into any existing or anticipated systems?
Regulatory Requirements: Is the system required to meet any regulatory requirements?
Functions: What is the system required to do? This may include operating ranges, operator interface information, records generation and storage, security, etc.
Performance: How many units per hour are required to process? What percent non-conforming product is acceptable?
Environment: What environment is the system required to operate in? Indoor, outdoor, flammable, etc.
Documentation: What documentation is required with the system to support ongoing maintenance, calibration, etc.?
Warranties/Support: Will you perform work in-house, or will the manufacturer support the system?

The level of detail in the User Requirements should be scaled to the intended use. More critical operations may require more detailed and formal User Requirements. At a minimum, the User Requirements could be a punch list of items, but a detailed User Requirements may fill binders. The important thing is that you have one, and that the stakeholders in the operation have been involved in its production and approval.Once completed, the User Requirements can be a very good document to have for prospective providers of solutions to focus their attention on what is important to you, the customer.

Equally important to the process is the idea of not over-constraining the potential solutions by including “how” the system will meet the requirements within the User Requirements. If it is required to use specific technologies for integration with other existing systems, it is appropriate to include that information in the User Requirements. However, if use of a particular technology (e.g. “wireless”) is not required, the inclusion may unnecessarily eliminate viable design options for systems that may address the requirements.

Once completed, the User Requirements can be a very good document to have for prospective providers of solutions to focus their attention on what is important to you, the customer. This helps to ensure that they focus their efforts in the areas that match your needs and they don’t waste resources (which translate to your costs) in areas that don’t have tangible benefits to you, the customer. It also gives you a great tool to “value engineer”, meaning that you can consider cutting design options that do not support the User Requirements, which can reduce project costs and timelines, keeping things lean and on track.

Further steps in the project are built around the User Requirements including system specifications provided by vendors, testing documentation and the overall turnover package. An appropriately scaled User Requirements document is a low cost, easy way to ensure that your automated system will serve you well for years to come. Alternatively, the lack of a User Requirements document is an all-too-common indicator that there may be challenges ahead including scope creep, missed deadlines and unacceptable long term performance.

Feel free to reach Vince at vjs@sebaldconsulting.com with any questions you might have.