Tag Archives: monitor

3 Ways IP Security Cameras Can Help Cannabusinesses Comply with COVID-19 Health Requirements

By Jeremy White
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The cannabis industry, like many others, felt the effects of the stay-at-home orders issued in March in response to the COVID-19 healthcare crisis. While medical cannabis companies were considered “essential” in most states, many recreational dispensaries had to close their doors, or pivot to a curbside pickup operations model. According to the State of the Cannabis Industry 2020 report, following a two-week spike in mid-March, as consumers stockpiled product ahead of stay-at-home mandates, sales took a temporary downturn.

The industry rebounded in a big way, however. The report notes that, since April 20, cannabis sales have steadily increased, and are, in fact, up approximately 40% from 2019. But while medical and recreational dispensaries are now open to the public and thriving, it’s far from business as usual.

Like any other retail store, cannabusinesses must follow local- and state-issued health and safety mandates designed to prevent the spread of COVID-19. Complying with these new requirements can be difficult for business owners and management teams on a normal business day – never mind in today’s climate, where demand for cannabis products continues to soar.

Turning to Technology

With more health regulations to follow than ever before and stores experiencing a consistent increase in daily foot traffic, it’s no longer realistic to expect managers to manually monitor every employee and customer to make sure guidelines are met. For example, it’s difficult to manage social distancing within the store – but there are commonly lines outside of cannabusinesses, where social distancing and mask-wearing precautions also need to be followed. Wouldn’t you rather have managers spend their time on customer service and initiatives that will deliver business value, rather than spending time making sure people are following safety protocols?

Technology can help mitigate these new health compliance challenges – and you may even already have the solution deployed: Internet Protocol (IP) security cameras. Often implemented by businesses as a security tool, IP cameras are now also an effective way to ensure employees and customers are following health and safety protocols.

Most IP cameras are equipped with artificial intelligence (AI) that can analyze information in real-time and make split-second response decisions. In the context of health compliance, they can be trained over time to recognize when requirements are not being followed and immediately alert the appropriate managers. This means managers only need to address violations, rather than observing everyone all the time, and they can resolve compliance gaps as they’re happening. In other words, AI takes on the compliance burden for you. And, as an added bonus, many AI-enabled surveillance systems give managers the ability to pull up live video feeds from their smartphone, so they can conduct compliance checks remotely, at any time. This is especially helpful to managers covering multiple stores (suddenly, they can be in more than one place at a time!).

Here are three specific ways IP security cameras can help dispensaries and other cannabusinesses ensure compliance with COVID-19-prompted health guidelines:

  1. Social distance monitoring

Six-feet social distancing rules are now the norm across the U.S., and IP security cameras are able to measure the space around employees and customers to detect when the six-foot rule is violated. For example, some systems place a ring around each person, and the ring’s color changes when people come within six feet of each other. This capability can be helpful when trying to do things such as supervise the line to get into your store, manage your checkout queue, or monitor the distance between customers browsing in store aisles.You can use IP security cameras to create a healthier and safer work environment

  1. Occupancy management

In many states, organizations must follow orders that restrict occupancy to 50% capacity. Rather than having an employee at your front door tallying the number of people going into and out of your store, IP security cameras can do the counting for you. With this capability, you can control foot traffic and keep the number of shoppers within defined occupancy requirements – without having to allocate personnel to do the task manually.

  1. Face mask detection

AI-enabled IP security cameras can also help businesses comply with mandatory face mask orders. The technology can be trained to detect employees and customers who aren’t wearing face masks or other required personal protective equipment, and then alert appropriate management personnel.

A Dual Purpose – Security and Compliance

IP security cameras now have a dual purpose. Beyond simply helping organizations protect their premises from crime, they now also empower them to ensure compliance with health and safety requirements. You can leverage the technology to remediate compliance issues in real-time and demonstrate to public officials that your business remains in compliance with all health mandates. Most importantly, you can use IP security cameras to create a healthier and safer work environment – and, in these uncertain times, this is a certainty you can count on.

HACCP

HACCP for Cannabis: A Guide for Developing a Plan

By Radojka Barycki
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HACCP

Hazard Analysis and Critical Control Points (HACCP) is a systematic approach that evaluates hazards that may potentially be present in food products that can harm the consumer. The process used to manufacture the product is evaluated from raw material procurement, receiving and handling, to manufacturing, distribution and consumption of the finished product1. The documented process is what is known as HACCP plan. Although HACCP was designed to evaluate hazards in foods, it can be used to assess or evaluate hazards that may potentially be present in cannabis consumable products (edibles and vaping) that can cause harm to the consumer.

HACCP plan development requires a systematic approach that covers 5 preliminary steps and 7 principles. A systematic approach means that each step must be followed as outlined. Skipping a step will result in a HACCP plan that most likely will be ineffective to control potential hazards in the product.

The 5 preliminary steps are:

  1. Establish a HACCP team
  2. Describe the product
  3. Establish the intended use of the product
  4. Develop a flow diagram
  5. Verify the flow diagram

The 7 Principles are:HACCP

  1. Conduct a hazard analysis
  2. Identify the critical control points (CCPs)
  3. Establish critical limits (CL)
  4. Establish monitoring procedures
  5. Establish corrective actions
  6. Establish verification procedures
  7. Establish records and record keeping procedures1,2

It is important to mention that HACCP plans are supported by programs and procedures that establish the minimum operational and sanitary conditions to manufacture safe products. These programs and procedures are known as pre-requisite programs (PRP) or preventative controls1,2.

Figure 1. Flow Diagram

A multidisciplinary team must be established in order to ensure that all inputs of the product manufacturing process are considered during the hazards analysis discussions. The description of the product and its intended use provides detail information on ingredients, primary packaging material, methods of distribution, chemical characteristics, labeling and if any consumer might be vulnerable to the consumption of the product. A verified flow diagram is an accurate representation of the different steps followed during the product manufacturing process and will be used to conduct a hazard analysis. An inaccurate flow diagram will set the stage for an inadequate HACCP plan. Therefore, it is important that the HACCP team members verify the flow diagram. Figure 1 is a flow diagram for a fictional infused apple juice manufacturing plan that I will be using as an example.

The hazard analysis is the backbone of the HACCP plan. There are two elements that must be considered when conducting the hazard analysis:

  • Identification of the hazard associated with the ingredient(s) and/or the product manufacturing steps. These hazards have been categorized as: Biological, chemical (including radiological) and physical. Biological, chemical and physical hazards should be considered for each ingredient, primary packaging and process step. Also, it is important that the team is specific as to what hazard they are referring to. I often find that biological hazards are identified as “pathogens” for example. The team has to be specific on which pathogen is of concern. For example, if you are processing apple juice, the pathogens of concern are pathogenic coli and Salmonella sp. However, if you are processing carrot juice, you need to add Clostridium botulinum as a biological hazard also. If the choice of method to eliminate the hazards is pasteurization for example, the processing temperature-time combinations will differ greatly when manufacturing the apple juice vs. the carrot juice as C. botulinum is an organism that can sporulate and, therefore, is harder to kill.
  • Characterization of the hazard. This implies determining the significance of the potential hazard based on the severity of the consequence if it is consumed and the likelihood of occurrence in the ingredient or process step. Only steps in the process that has significant hazards should be considered further.
Table 1. Ingredient Hazard Analysis

In my professional experience, the hazard analysis is one of the most difficult steps to achieve because it requires the expertise of the multidisciplinary team and a lot of discussion to get to the conclusion of which hazard is significant. I find that a lot of teams get overwhelmed during this process because they consider that everything in the process may represent a hazard. So, when I am working with clients or providing training, I remind everyone that, in the bigger scheme of things, we can get stricken by a lighting in the middle of a thunderstorm. However, what will increase our chances would be whether we are close or not to a body of water for example. If I am swimming in the middle of a lake, I increase my chances to get stricken by the lighting. In comparison, if I am just sitting in my living room drinking a cup of coffee during the thunderstorm, the likelihood of being stricken by a lighting is a lot less. The same rationale should be applied when conducting the hazard analysis for manufactured products. You may have a hazard that will cause illness or death (high on the severity chart) but you also may have a program that mitigates the likelihood of introducing or having the hazard. The program will reduce the significance of the hazard to a level that may not need a critical control point to minimize or eliminate it.

Table 2. Process Hazard Analysis (1)

Clear as mud, right? So, how would this look like on the infused apple juice example? Table 1 shows the hazard analysis for the ingredients. Tables 2 and 3 show the hazard analysis for the part of the process. In addition, I have identified the CCPs: Patulin testing and pasteurization. There is a tool called the CCP decision tree that is often used to determine the CCPs in the process.

Once we have the CCPs, we need to establish the critical limits to ensure that the hazard is controlled. These limits must be validated. In the case of Patulin, the FDA has done several studies and has established 50 ppm as the maximum limit. In the case of pasteurization, a validation study can be conducted in the juice by a 3rd party laboratory. These studies typically are called thermal death studies (TDS) and provide the temperature and time combination to achieve the reduction of the pathogen(s) of concern to an acceptable level that they do not cause harm. In juice, the regulatory requirement is a 5-log reduction. So, let’s say that the TDS conducted in the infused apple juice determined that 165°F for 5 seconds is the critical limit for pasteurization. Note that the 5 seconds will be provided by the flow of the product through the holding tube of the pasteurizer. This is measured based on flow in gallons per minute.

Table 3. Process Hazard Analysis (2)

Monitoring is essential to ensure that the critical limits are met. A monitoring plan that outlines what, how, when and who is responsible for the monitoring is required.

Ideally, the system should not fail. However, in a manufacturing environment, failures can happen. Therefore, it is important to pre-establish steps that will be taken to ensure that the product is not out of the control of the facility in the event of a deviation from the HACCP plan. These steps are called corrective actions and must be verified once they are completed. Corrective actions procedures must address the control of the product, investigation of the event, corrective actions taken so the deviation doesn’t reoccur and product disposition.

Table 4. HACCP Plan Summary

Verification activities ensure that the HACCP plan is being followed as written. Typically, verification is done by reviewing the records associated with the plan. These records include but are not limited to monitoring records, calibration records, corrective action records, and preventive maintenance records for equipment associated with the CCPs. Record review must be done within 7 working days of the record being produced.

Finally, establishing records and record keeping procedures is the last step on developing HACCP plans. Records must be kept in a dry and secure location.

Table 4 show the summary of the HACCP plan for the infused apple juice example.

For more information on how to develop a HACCP plan for your facility, read the resources below:

  1. HACCP Principles and Application Guidelines – The National Advisory Committee on Microbiological Criteria for Foods (NACMCF)
  2. ASTM D8250-19: Standard Practice for Applying a Hazard Analysis Critical Control Points (HACCP) Systems for Cannabis Consumable Products

Following Up: Questions From The Infused Products Virtual Conference Answered

By Ellice Ogle
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If you missed the Cannabis Industry Journal’s 3rd Annual Infused Products Virtual Conference last week, one of the speakers, Ellice Ogle, founder and CEO of Tandem Food presented on Food Safety Culture in the Cannabis Industry. An overview of the information in the presentation can be found here, Concentrate On a Food Safety Culture In Your Workplace. Below are answers to some of the post-presentation questions we received, but were unable to answer during the Q&A session. To get your additional questions answered or for a complimentary consultation for your company, specially provided to readers of Cannabis Industry Journal, contact Ellice Ogle at Ellice@tndmfood.com.

Question: What are some recommended digital programs for internal auditing?

Ellice Ogle, founder and CEO of Tandem Food

Ellice Ogle: Before looking at the tools for conducting an internal audit, understand the goal of the internal audit. One key aspect of internal auditing is knowing which standard(s) to audit against. For example, regulatory audits for cGMP certification are different than optional third-party certifications such as any GFSI scheme (SQF, BRC, PrimusGFS, etc). While the standards ultimately have the same goal of food safety with varying focuses, it is important to have an experienced food safety specialist conduct the audit as realistically as possible. The experienced specialist will then be able to recommend an appropriate tool for internal auditing moving forward, whether it is software such as FoodLogiQ, SafetyChain, Safefood 360°, among many others, or simply providing a template of the audit checklist. Overall, the risk of foodborne illnesses can be minimal, but it takes persistence and commitment to achieve a successful food safety culture. Metrics can assist in assessing the commitment to food safety and, as a result of these efforts, you will minimize the risk of compromising the health and safety of your guests, employees, foods and business. If you want a specific example, I’d like to direct you to a case study in partnership with Heylo LLC in Washington state, posted on the Tandem Food website.

Q: What are examples of ways to share environmental monitoring results to enhance a good edible safety culture?

Ellice: In the Control of Listeria monocytogenes in Ready-To-Eat Foods: Guidance for Industry Draft Guidance (2017), the FDA states that “a well-designed environmental monitoring program promotes knowledge and awareness of the environmental conditions that could result in product contamination and is a more effective program than product testing alone.” In other words, environmental monitoring programs and results can identify environmental conditions within a facility that could cause potential contamination. Publishing these findings, for example in the form of a case study or sharing the details of the practice, can enhance the food safety culture in the specific niche industry. For example, to borrow from the meat industry, Tyson Foods, Inc developed and shared environmental monitoring programs that are used by their peers, promoting a unified food safety culture, rather than competitive, guarded secrecy.

Q: Are the food safety requirements the same for retail and manufacturing?

Ellice: The food safety requirements are not exactly the same for retailers and manufacturers. The difference is inherent that retailers are working with finished product while manufacturers are working with raw ingredients and the manufacturing process to develop the finished product. Let’s take a closer look at cannabis regulation in Washington state. Chapter 314-55-104(12) states “Processors creating marijuana extracts must develop standard operating procedures (SOPs), good manufacturing practices (GMPs), and a training plan prior to producing extracts for the marketplace.” Compare this to the requirements for retailers, 314-55-105(11) which states “A marijuana producer, processor or retailer licensed by the WSLCB must conduct the production, processing, storage, and sale of marijuana-infused products using sanitary practices.” While SOPs and GMPs are not explicitly mentioned for retailers as they are for manufacturers, sanitary practices could be documented as Sanitation Standard Operating Procedures (SSOPs). Proper storage practices can also be an overlapping food safety concern with respect to temperature control or pest management systems. Overall, food safety should remain a top priority in maintaining the integrity of the products throughout the supply chain.

Q: To your knowledge, has there been a food safety outbreak associated with a cannabis-based product?

Ellice: One possible cannabis-related death investigated in 2017 uncovered deadly pathogens in medical cannabis. However, to  my knowledge, I have not seen a food safety outbreak associated with a cannabis-based product. There might be any number of reasons that this is so, for example, possibly because a food safety outbreak associated with a cannabis-based product might not have had a large impact to make headlines. Although, with the cannabis industry already misunderstood and a stigma so prevalent to even promote fake news, it is better to prevent an outbreak from ever occurring. One thing to note is that ultimately cannabis is just another ingredient in existing products, of course with special properties. So, the common food safety offenders are present: listeria, Salmonella, E. Coli, among others. On the plant, cannabis food product manufacturers must minimize the risk of mycotoxins produced by molds, pest contamination, and pesticide contamination. For products that contain cannabis infusions or extractions as an ingredient, there is the possibility of the growth of Botulism toxin. Many of these pathogens can be minimized by appropriate heat treatment or maintenance of refrigeration, testing, and by practicing preventive measures. Arguably, the largest potential for pathogenic contamination is due to improper employee handling. To refer to what we discussed earlier, employee training is key, as well as proper enforcement. Having a strong food safety culture ensures that people have the knowledge of food safety risks and the knowledge of preventing outbreaks.

Q: Do any of the panelists know of any efforts to develop a food safety-oriented standard for the cannabis industry?GMP

Ellice: One example of a specific effort to develop a food safety-oriented standard for the cannabis industry includes TraceTrust A True Dose™ & hGMP™ certification. However, there are efforts for other standards that have food safety included. Take organic certification, there are several companies creating and auditing against their own standard such as Clean Green Certified, Oregon Sungrown Farm Certification, or Washington Sungrowers Industry Association. The California Department of Food and Agriculture (CDFA) is also preparing a cannabis program comparable to the USA National Organic Program.

Q: Can you assist with cGMP certification?

Ellice: Yes, Tandem Food LLC is positioned to consult on cGMP certification for manufacturing facilities in the cannabis industry. First, a gap assessment can be conducted to obtain useful actionable data for you, rather than be an intimidating experience. Working from the identified baseline, Tandem Food will work with you to create and implement all related documentation and programs, providing training as necessary. Overall, with the right commitment, cGMP certification can take 6-12 months.

Soapbox

Home Office HACCP During COVID-19

By Nathan Libbey
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With much of the world shutting down and many of us forced to take refuge behind our own doors, we have some time to reflect on what actions led to this. There has been, in my opinion, a clear disconnect between our actions and health outcomes. We need to bridge this gap; We now have a moment to build that bridge. We can start by reassessing our endpoint measurement of health and disease and focusing on what leading measures will impact our lagging results. Think of it as HACCP-lite or home office HACCP. Small changes in the way we think and behave can lead to significant change.

Lagging measures – Lagging measures make great headlines and typically measure an outcome. These are easily quantifiable and therefore receive a good deal of the focus.

Leading measures – Leading measures are inputs that happen during the process and in advance of an outcome.  Leading measures are often difficult to quantify.

This week, Nathan started a “Germ Jar” activity with his kids to track washing.

We are currently focused on the lagging measures for a communicable disease, COVID-19. Illness and death numbers stemming from the pandemic continue to rise, as is expected with more available testing. It is easy for us to dwell on these numbers as they climb and dominate the news. A study in Australia last decade indicated that just over 1% of those experiencing flu like symptoms sought treatment and eventually got tested. I’m not going to use the tip of the iceberg cliché, but there it is. Focusing on the rapidly rising rates of COVID may be easy to do, but it won’t help our future selves.

What we should be doing during this time, however, is looking at our own leading behaviors and how changing them can help prevent this situation from reoccurring.

Here are some inputs we can rethink:

  • Hand washing – The average American uses the restroom 6-7 times per day. This week I started a “Germ Jar” activity with my kids (spring break week!) to track washing. If we wash our hands every time we use the restroom and every time we eat, that’s roughly 10X per day. Our leading indicator of household health, then, is 10 hand washes per day. This principle can, and should be applied to workplaces, including schools, airports and hospitals. What if we had mandatory handwashing prior to airport security and boarding? My estimation is that data would indicate a sharp decline in illness and transmission rates.
  • Disinfecting/Sanitizing – Similar to hand washing, cleaning surfaces serves as a vital indicator of future health. Examples, such as this District in Freeport, Il, indicate that increasing frequency of disinfecting can lead to a dramatic decrease in numbers sick. In my new office setting, we have set a goal via the Germ Jar of 3 times per day wiping down high touch surfaces. As we reenter close-proximity society, we need to have a better understanding of what high touch surfaces are, both for those who are tasked to clean them, as well as those that are doing the touching. Reduction of touches coupled with above washing behaviors post-touch can help prevent disease transmission.

    Nathan’s daughter adding to the Germ Jar
  • Monitoring – Lastly, we need to do a better job at monitoring ourselves and our environments. In my new office, we have enacted a temperature check every morning and night. If we practiced symptom reporting (coughing, sneezing, chills) and monitored temperature in other settings, such as offices and schools, could we start to see pockets of infection and trends? Taking it a step farther, while we invest a tremendous amount of time and money into protecting our food supply from foodborne illness, we rarely discuss preventive monitoring for other diseases, such as influenza and now COVID-19. Technologies are rapidly coming available that will allow us to perform quick diagnostics of both individuals and environments. If we were to monitor the air and surfaces of a school nurse’s office, would we find data that could prevent transmission of disease? Can we transfer HACCP-lite to additional (all) settings?

Over the next weeks and months, we are going to be inundated by the spike in COVID illnesses and deaths. During this time, it is on each of us to realize how our past behaviors led to the state we are in. When we return, viruses will not be absent from the world, our hospitals, schools, offices or our bodies. We can, starting now, begin to measure and change our leading behaviors and begin to shape a healthier future.

plantsjacques

Optimizing Your LED Spectrum for Leaf Surface Temperature

By Andrew Myers
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plantsjacques

Every detail counts at an indoor grow facility. Indoor growers have complete control over nearly every aspect of their crop, ranging from light intensity to air circulation. Among the most important factors to regulate is temperature. While ambient air temperature is critical, growers will also want to measure leaf surface temperature (LST).

To illustrate, let’s say you keep your living room at a cozy 76 degrees. Then, if you place a thermometer under your tongue – your body is (hopefully) not at 76 degrees but is likely between a healthy temperature of 97 to 99 degrees.

A similar story can be told for cannabis plants grown indoors. A grow facility’s ambient air is often different than the plants’ LST. Finding an ideal LST for plant growth can be complex, but modern technology, including spectrally tunable LED grow lights, can simplify monitoring and maintaining this critical aspect.

Why Should Growers Care About LST?

Temperature plays a pivotal role in plant health. Many biochemical reactions contributing to growth and survival only occur within an ideal temperature range. If temperatures dip or spike dramatically, growers may witness inhibited growth, plant stress or irreversible damage to their crops.

The leaf is among the most important plant structures as it’s where most metabolic processes happen. Therefore, finding an optimum LST can improve growth rate and the production of metabolites such as pigments, terpenes, resins and vitamins.

Because many plants rely on their leaves for survival, it makes sense that leaves have their own temperature regulation system. Evaporation through pores in the leaf – known as stomata – can cool the plant through a process called transpiration. Up to 90% of water absorbed is used for transpiration, while 10% is used for growth.

The efficacy of transpiration is determined by the vapor pressure deficit (VPD), which refers to the relative humidity in the ambient air compared to the relative humidity in the leaf. If relative humidity is low, the VPD can be too high, which may cause plants to have withered, leathery leaves and stunted growth. On the other hand, a low VPD correlates to high relative humidity, and can quickly result in disease and mineral deficiencies. Higher humidity often results in a higher LST as transpiration may not be as effective.

When it comes to LST, growers should follow these basic guidelines:

  • Most cannabis plants’ LST should fall between 72 and 86 degrees – generally warmer than the ambient air.
  • LST varies depending on individual cultivar. For example, plants that have evolved in colder climates can generally tolerate cooler temperatures. The same can be said for those evolved in equatorial or temperate climates.
  • CO2 availability also plays a role in LST; CO2 generally raises the target temperature for photosynthesis.

How Does Light Spectrum Affect LST?

We know that CO2 concentration, specific genetic markers and ambient temperature all play an important role in moderating LST. But another important factor at an indoor grow is light spectrum – especially for those using spectrally tunable LEDs. Growers will want to optimize their light spectrum to provide their crop with ideal conditions.

A combination of red and blue wavelengths is shown to have the greatest impact on photosynthesis and, thus, LST. Photons found along the green and yellow wavelengths may not be absorbed as efficiently and instead create heat.

solsticegrowop_feb
Indoor cultivator facilities often use high powered lights that can give off heat

Optimized light spectrums – those with an appropriate balance between red and blue light – create more chemical energy instead of heat, thereby resulting in a lower LST. Using fixtures that are not spectrally tuned for plant growth, on the other hand, can waste energy and ultimately contribute to a higher LST and ambient temperature, negatively affecting plant growth. Consequently, measuring LST doesn’t only indicate ideal growing conditions but also indirectly illustrates the efficiency of your grow lights.

LED fixtures already run at a lower temperature than other lighting technologies, so indoor growers may need to raise the ambient temperature at their grow facilities to maintain ideal LST. Switching to spectrally tuned LEDs may help growers cut down on cooling and dehumidifying costs, while simultaneously improving crop health and productivity.

What’s the Best Way to Measure LST?

There are several tools available for growers to measure LST, ranging from advanced probes to specialty cameras. However, many of these tools provide a reading at a specific point, rather than the whole leaf, leading to some inaccuracies. Temperature can dramatically vary across the leaf, depending if parts are fully exposed to the light or in the shadows.

Investing in a forward-looking infrared camera (FLIR) gives indoor growers a more accurate picture of LST and light efficiency. That being said, growers should not only measure leaves at the top of the plant, but across the middle and bottom of the plant as well. That way, growers receive a complete snapshot of growing conditions and can make changes as needed.

At an indoor grow facility, it’s not enough to only measure ambient room temperature. Of course, this aspect is important, but it will paint an incomplete picture of plant health. Measuring LST gives growers nuanced insights as to how plants respond to their environment and how they can better encourage resilient, healthy growth.

Using spectrally tunable LEDs makes achieving LST easier and more cost-effective. Lights with optimized spectrums for plant growth ensure no energy is wasted – resulting in superior performance and efficiency.

The Power of Prevention: Pathogen Monitoring in Cannabis Cultivation and Processing Facilities

By Nathan Libbey
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As the cannabis market matures and the value chain becomes modernized, it’s important to address product safety in a comprehensive way. In other areas of manufacturing, Hazard Analysis & Critical Control Points (HACCP) has been the standard for reducing hazards both for employees and for the products themselves. A Critical Control Point (CCP) is any spot from conception to consumption where a loss of control can potentially result in risk (Unnevehr, 1996). In the food realm, HACCP has been used to drive quality enhancements since the 1980s (Cichy, 1982).

In a nutshell, HACCP seeks to help identify where a problem may enter a product or environment and how that problem may be addressed before it escalates. In cannabis, these hazards include many of the same problems that food products have: specifically molds, yeasts, and pathogenic bacteria (Listeria, E. coli, etc.). While the current industry standard is to test products at the end stage for these contaminants, this late-stage pass/fail regimen leads to huge lots of destroyed product and a risk for consumer distrust (Yamashiro, 2019). HACCP, therefore, should be applied at every stage of the production process.

Pathogen Environmental Monitoring (PEM) is a tool that can be used to identify CCPs in a cannabis cultivation or processing facility. The main goal of a PEM program is to find a contaminant before it reaches a surface that touches the product or the product itself. PEM is conducted using a pre-moistened swab or a sponge to collect a sample from the cannabis environment. The swab can then be sent to a lab for microbial testing. Keys to an effective PEM are:

1. Start with a broad stroke – When the FDA comes to a facility suspected of producing pathogen-laced food products, they conduct what is known as a Swab-a-thon. A Swab-a-thon is a top to bottom collection of samples, usually totaling 100 or more. Similarly, preemptively swabbing should be the first step in any PEM—swab everything to see what exists as a baseline.

2. Map your scene – identify on a map of your facility the following:

  • Cannabis contact surfaces (CCS) (belts, clippers, tables, etc)
  • Non-cannabis contact surfaces (Non-CCS) (floors, lighting, drains, etc)
  • Flow of air and people (where do air and people enter and where do they go?

Identifying the above zones will help deepen your understanding of where contaminants may come into contact with cannabis and how they may migrate from a Non-CCS to a CCS. 

3. Plan and execute:

  • Based on the results of mapping, and Swab-a-thon, identify where and when you will be collecting samples on a consistent and repeatable basis. Emphasis should be placed on areas that are deemed a risk based on 1) and 2). Samples should be collected at random in all zones to ensure comprehensive screening.

4. Remediate and modify:

  • If you get a positive result during PEM, don’t panic—pathogens are ubiquitous.
  • Remediate any trouble spots with deep cleaning, remediation devices or other protocols.
  • Re-test areas that were positive for pathogens to ensure remediation is successful.
  • Revisit and modify the plan at least once a year and each time a new piece of equipment is added or production flow is otherwise changed.

The steps above are a good starting point for a grower or processor to begin a PEM. Remember that this is not a one-size-fits-all approach to safety; each facility has its own unique set of hazards and control points.

Comprehensive guides for PEM can be found at the links below, many of the concepts can be applied to cannabis production.


https://affifoodsafety.org/lcp/advanced-search/

http://www.centerforproducesafety.org/amass/documents/document/263/Listeria%20Guidance%20UFPA%202013.pdf

Cichy, R. (1982). HACCP as a quality assurance tool in a commissary food-service system. International Journal of Hospitality Management, 1(2), 103-106.

Unnevehr, L., & Jensen, H. (1996). HACCP as a Regulatory Innovation to Improve Food Safety in the Meat Industry. American Journal of Agricultural Economics, 78(3), 764-769.

Yamashiro, C, & Baca, Y. (2019).  Prevent high-value cannabis crop loss with innovative environmental monitoring tool.

Soapbox

The Stress of a Grower

By Carl Silverberg
2 Comments

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.

A Case for Digital Cultivation Management in the Cannabis Industry

By Allison Kopf
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The steady destigmatization and legalization of medical and recreational cannabis at the state level continues to propel a large and fast-growing industry forward. In 2018, the legal cannabis industry grew to $10.4 billion in the U.S., employing more than 250,000 people according to New Frontier Data. 

The mass production of anything that humans consume is invariably accompanied by an increased concern for safety and accountability—especially in the case of cannabis, which the federal government still deems a Schedule I substance. Each U.S. state has its own mix of laws based on the will of its voters, spanning the spectrum from fully legal to fully illegal.  

While the mix of legality in states can be hard to keep up with, all states with any form of cannabis legalization have one thing in common: the need to regulate this new industry. Last year, the federal government issued a Marijuana Enforcement Memorandum that allows federal prosecutors to decide how to prioritize enforcement of federal marijuana laws, so states are at risk.

If you are a public official involved in state cannabis regulation, or anyone involved in the supply chain from cultivator to dispensary, chances are you are using some kind of seed-to-sale tracking technology to monitor things like plant inventory, sales volume, chain of custody—and to hedge against federal encroachment by having a legitimate form of accountability.

Mandatory Request For Proposals (RFPs) issued by states for compliance solutions have spawned an entire sub-industry of seed-to-sale tracking, and point-of-sale hardware and software vendors, with large multi-million dollar contracts being awarded. Metrc’s RFID (Radio Frequency Identification) plant and packaging tags are gaining wide usage, and 11 states plus DC have adopted the technology.

While states are taking the right steps to keep their legal cannabis industry legitimate and accountable, there is actually a major gap that existing systems don’t cover: cultivation management. Most of the existing RFPs and platforms focus on the post-harvest side of the business (processing, packaging, distribution) and may have some cultivation management capability, but are not geared for the cultivation operation, which is where a lot of the risk actually lies for both growers and state regulators. 

As a state official or a cultivator, what could be more damaging to business than a massive product recall—especially after the product has been distributed and consumed? This is the fastest way to get shut down or audited by the state as a grower or invite federal investigation if you’re a state. And these recalls cost growers millions of dollars and possibly their license. There is massive risk involved by not addressing the cultivation side.

PlantTag
A plant tagged with a barcode and date for tracking

With current tracking systems, it’s possible to see where the product came from in the event of such a recall, but nearly impossible to pinpoint and see what actually happened and when the recall happened. This makes it almost impossible to stop the same problem in the future and puts consumers at unnecessary risk.

The reason most seed-to-sale systems are difficult for growers to use is because they were designed for regulators to address the most obvious regulatory questions (are growers abiding by the law? Who is selling and buying what and how much? Is the correct tax amount being levied?). They were not designed for growers and in many cases, cultivation teams are using two systems—their own ERP and/or spreadsheets and seed-to-sale tracking mandated by regulators.

This means there is a huge missing link in data that should be captured during the cultivation process. In many cases, growers are tracking crop inventory during the growth stage with pen and paper, or at best, in Excel. Cultivators need a tool designed for them that helps both run better operations and identify hazards to their crop health before it’s too late, and regulators need complete traceability along the supply chain to reduce risk to consumers.

To fill this critical data gap, there is a strong case for states in their RFPs and ongoing regulatory capacity, to adopt and encourage cultivators to use Cultivation Management Platforms (CMPs) alongside any existing seed-to-sale and ERP solutions for complete traceability.

As more states move to legalize medical and recreational cannabis, mitigating risk as part of a larger regulatory framework will only become more important. Adopting and using a CMP empowers growers to focus on not just tracking data, but making that data accessible and functional for growers to drive efficiency and profits all while ensuring security and regulatory compliance in this rapidly evolving industry.

Image 2: Temperature display provides quick view of sensor data

10 Questions To Ask Before Installing a Remote Monitoring System

By Rob Fusco
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Image 2: Temperature display provides quick view of sensor data

No matter the size of your cannabis greenhouse operation, keeping your plants alive and healthy requires the best possible growing environment. This means greenhouse managers and personnel must frequently monitor the status of environmental conditions and equipment. The sooner someone discovers extreme temperature fluctuations, rising humidity or equipment failure, the more inventory you can save.

Image 1: Cloud-based remote monitoring system in protective enclosure
Cloud-based remote monitoring system in protective enclosure

That’s why integrating a remote monitoring system into your greenhouse operation can save you time, money and anxiety. Monitoring systems that use cloud-based technology let you see real-time status of all monitored conditions and receive alerts right on your mobile device.

Installing a monitoring system and sensors can be easier than you might think. Here are answers to ten questions to ask before installing a cloud-based monitoring system:

  1. What is required to use a remote monitoring system?

Most remote monitoring systems require an internet or WiFi connection and access to an electrical outlet. Programming is done through a website, so it’s easiest to use a computer for the initial setup. If you don’t have an internet connection at your location, you’ll want to choose a cellular system. Make sure that there’s sufficient signal strength at your site, and check the signal quality in the area before purchasing a cellular device.

2. How do we determine what kind of monitoring system and sensors we need?

A reputable manufacturer will have a well-trained support team that can assess your needs even without a site visit to determine which products are best for your application. If you feel you need them to check out your greenhouse operation,many companies can set up a video conference or FaceTime chat to substitute for being on site.

You will want to provide details about the scope and purpose of your cannabis growing operation. Important factors to discuss include:

  • Skeletal structure of the greenhouse (metal, plastic, wood, etc.) and the covering material (glass or plastic).
  • Floor space square footage and height of each of your greenhouses.
  • Number of greenhouse structures in your operation.
  • Outdoor climate to determine if you rely more on heating or air conditioning and the level of humidity control needed.
  • Space dedicated to phases of growth (cloning and propagation, vegetative, flowering) and the microclimates needed for each.
  • Types of lighting, ventilation and irrigation systems.
  • Level of technological automation versus manual operation in place.

The monitoring system representative will then determine the type of system that would best serve your operation, the number of base units you will need and the types of sensors required.

Image 2: Temperature display provides quick view of sensor data
Temperature display provides quick view of sensor data

The representative should also be able to provide tips on the placement of the sensors you’re purchasing. For example, to ensure thorough air temperature coverage, place sensors throughout the greenhouse, next to the thermostat controlling the room temperature and in the center of the greenhouse out of direct sunlight.

Note that there shouldn’t be a cost for a demo, consultation or assistance throughout the sales process. Be sure to ask if there are any fees or licenses to keep using the monitoring equipment after you purchase it.

3. Are sensors included with the monitoring system?

In most cases, sensors are sold separately. The sensors you select depend upon the conditions you want to monitor and how many you can connect to your base unit. Certainly, temperature is critical, but there are many other factors to deal with as well, such as humidity, CO2, soil moisture, water pH, power and equipment failure, ventilation and physical security.

For example, humidity has a direct impact on the photosynthesis and transpiration of plants. High humidity can also cause disease and promote the growth of harmful mold, algae and mildew. Sensors can detect changes in humidity levels.

Image 3: Water pH sensor
Water pH sensor

Like any other plant, cannabis needs COto thrive, so it’s a good idea to include a COsensor that will signal to the monitoring device when readings go out of the preset range. There are even sensors that you can place in the soil to measure moisture content to help prevent over- or underwatering, budget water usage costs, promote growth and increase crop yield and quality.

Of course, all the critical systems in your growing facility—from water pumps to irrigation lines to louvers—rely on electrical power. A power outage monitoring sensor detects power failure. It can also monitor equipment for conditions that predict if a problem is looming, such as power fluctuations that occur at specific times.

Ventilation systems not only help control temperature, they also provide fresh air that is critical to plant health. Automated systems include features like vented roofs, side vents and forced fans. Sensors placed on all these systems will send personnel an alert if they stop running or operate outside of preset parameters.

To monitor the physical security of your greenhouses, you can add sensors to entrance doors, windows, supply rooms and equipment sheds. During off hours, when no staff is on duty, you can remain vigilant and be alerted to any unauthorized entry into your facility.

4. Do monitoring systems only work with the manufacturer’s sensors?

Not necessarily. For example, certain monitoring units can connect with most 4-20mA sensors and transmitters regardless of the brand. When selecting sensors, you might have a choice between ones that are designed by the manufacturer to work specifically with the monitoring system or universal components made by a third party. If the components aren’t made by the system manufacturer, you’ll want to find out if they have been tested with the monitor you are choosing and if you need to work with another vendor to purchase the parts.

A humidity sensor mounted in a weatherproof enclosure
A humidity sensor mounted in a weatherproof enclosure

5. Is a monitoring system easy to set up, or do we need to hire an electrician?

Many monitoring systems are quick and easy to install, and users can often set them up without hiring an outside expert. Look for one that requires only a few simple physical installation steps. For example:

  1. Mount the device to the wall or somewhere secure;
  2. Plug it into an electrical outlet and an internet connection;
  3. Connect the sensors.

You connect the sensors to the base unit’s terminal strip using wire, which is included with many sensors. The range of many wired sensors can be extended up to 2,000 feet away from the base unit by adding wire that can be easily purchased at any home store. It’s a good idea to hire an electrician if you need to run wires through walls or ceilings.

Usually, once you plug in the device and connect the sensors, you then create an account on the manufacturer’s designated website and begin using your device. There should be no fee to create an account and use the site.

If the manufacturer doesn’t offer installation services, ask if they can recommend a local representative in your area who can set up your system. If not, make sure they provide free technical support via phone or email to walk you through the installation and answer any questions you might have about programming and daily usage.

6. Is there a monthly fee to access all the functionality of a monitoring device?

Many web- or cloud-based systems provide free functionality with some limitations. You might have to purchase a premium subscription to unlock features such as text messaging, phone call alerts and unlimited data logging access.

 7. Should we get a system that is wired or wireless? Will we need to have a phone line, cable, internet or something else?

Wireless can mean two different things as it relates to monitoring: how the system communicates its data to the outside world and how the sensors communicate with the system.

The most popular systems require an internet or WiFi connection, but if that’s not an option, cellular- and phone-based systems are available.

A hardwired monitoring system connects the sensors to the base device with wires. A wireless system uses built-in radio transmitters to communicate with the base unit. Some monitoring systems can accommodate a combination of hardwired and wireless sensors.

8. Can one system monitor several sensor inputs around the clock?

Once the monitoring system is installed and programmed, it will constantly read the information from the sensors 24/7. Cloud-based systems have data logging capabilities and store limitless amounts of information that you can view from any internet-connected device via a website or app.

If the system detects any sensor readings outside of the preset range, it will send an alarm to all designated personnel. The number of sensors a base unit can monitor varies. Make sure to evaluate your needs and to select one that can accommodate your present situation and future growth.

When a monitoring system identifies a change in status, it immediately sends alerts to people on your contact list. If you don’t want all your personnel to receive notifications at the same time, some devices can be programmed to send alerts in a tiered fashion or on a schedule. Multiple communications methods like phone, email and text provide extra assurance that you’ll get the alert. It’s a good idea to check the number of people the system can reach and if the system automatically cycles through the contact list until someone responds. Some systems allow for flexible scheduling, so that off-duty personnel don’t receive alerts.

9. Do monitoring systems have a back-up power system that will ensure the alarming function still works if the power goes out or if someone disconnects the power?

The safest choice is a cloud-based system that comes with a built-in battery backup that will last for hours in the event of a power failure. Cloud-based units constantly communicate a signal to the cloud to validate its online status. If the communication link is interrupted—for example by a power outage or an employee accidently switching off the unit—the system generates an alarm indicating that the internet connection is lost or that there is a cellular communications problem. Users are alerted about the disruption through phone, text or email. All data collected during this time will be stored in the device and will be uploaded to the cloud when the internet connection is restored.

If you opt for a cloud-based monitoring system, make sure the infrastructure used to create the cloud platform is monitored 24/7 by the manufacturer’s team. Ask if they have multiple backups across the country to ensure the system is never down.

10. What should we expect if we need technical support or repairs to the system?

Purchase your system from a reputable manufacturer that provides a warranty and offers full repair services in the event the product stops working as it should. Also, research to make sure their tech support team is knowledgeable and willing to walk you through any questions you have about your monitoring system. Often, support specialists can diagnose and correct unit setup and programming issues over the phone.

It helps to record your observations regarding the problem, so the tech team can look for trends and circumstances concerning the issue and better diagnose the problem. Ideally, the manufacturer can provide loaner units if your problem requires mailing the device to their facility for repair.