take control of your market
empowering regulators
with data
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Aggregating cannabis testing data from over a dozen states, enabling state-level comparisons and evidence-backed regulatory decision-making.
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Identifying fraudulent practices and bad actors in the cannabis market, ensuring regulators stay ahead of market manipulation.
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Transforming cannabis testing data into actionable insights tailored to specific regulatory or investigative needs.
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Providing intuitive, user-friendly software solutions that enable seamless data integration, clear visualizations, and point-and-click investigative tools.
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Comprehensive training and ongoing support to ensure teams maximize the value of data and software solutions.
National cannabis
Testing data warehouse
We have aggregated cannabis testing data from over a dozen states obtained through freedom of information requests, which represents the most extensive corpus of cannabis testing data available to date.
This dataset provides regulators with reliable, accurate data, enabling evidence-driven decision-making and state-to-state comparisons.
To generate such a robust dataset, we have leveraged advanced Large Language Models (LLMs) to automatically identify key fields and standardize data formats, ensuring seamless integration of disparate data formats. This approach efficiently handles raw data from METRC and other platforms, reducing the time and resources needed for data loading and cleaning.
lead generation
+ insights
Uncover cultivators potentially engaging in “lab shopping” to secure favorable results, such as inflated THC levels or suppressed failure rates in non-potency tests.
Flag labs exhibiting outlier THC results, unusual failure rates, or other trends that suggest irregular testing practices.
Pinpoint samples for retesting during audits, as well as cultivators or products that should undergo off-the-shelf testing.
Reveal additional cultivators potentially benefiting from fraudulent lab practices through complex network analysis.
Custom Reporting
We transform disparate cannabis testing data into actionable insights tailored to your specific regulatory requirements, operational goals, or investigative needs.
Features
Tailored Insights: We work closely to understand your objectives, delivering insights that directly support your investigative and regulatory priorities
Effective Visualizations: We create visualizations of complex data that reveal trends, patterns, and anomalies that are easy to interpret and act upon.
In-Depth Analysis: Our team dives into your data to showcase trends, highlight outliers, and provide examples of behavior that might interest you.
Benefits
Informed Decision Making: With data-driven insights, you can make more informed decisions in drafting regulations and ensuring the safety of your market.
Efficient Resource Allocation: We can help focus your investigations on high-priority growers, labs, or samples, maximizing your effectiveness.
Flexible Partnership Model: Our services can offer a cost-efficient alternative to operating a state-run lab or supplement the current capabilities of locales with state-sponsored testing.
lightweight
software solutions
Our intuitive software solutions empower users—whether seasoned investigators or data scientists—to quickly leverage cannabis testing data.
The platform offers clear visualizations and point-and-click tools, enabling users to identify and follow leads seamlessly.
It provides insights into cannabis testing data and market dynamics while flagging suspicious trends, anomalies, and potential fraud.
Our fully customizable platforms can be built using open-source or licensed software, including ArcGIS, Tableau, StreamLit, and Dash, tailored to your specific needs.
training + support
for regulators
Our comprehensive training and support equip your team to confidently use cannabis testing data and software solutions, enabling you to interpret insights, flag irregularities, and make informed decisions. We also provide ongoing support to address emerging trends, incorporate new data, and provide continued analysis. From onboarding to ongoing support, we are happy to help with every step of the way.
