From state data to a report regulators can use.
Canndata identifies meaningful patterns, interprets them carefully, and recommends practical next steps.
Canndata turns cannabis data into findings and next steps.
Obtain the data
- Canndata begins with state cannabis data, provided by the agency or obtained through available public-records processes.
Clean and structure the data
- The data is cleaned, organized, and checked so the analysis is based on a reliable working dataset.
Compare against national baselines
- State results are compared with broader cannabis datasets so unusual patterns can be seen in context.
Identify patterns that warrant attention
- Canndata looks for testing results, distributions, thresholds, laboratory patterns, market shifts, product-category changes, or policy effects that are statistically or practically unusual.
Explain likely causes
- The report explains what may be driving the pattern, drawing on cannabis testing methods, market incentives, regulatory structure, and industry knowledge.
Interpret findings in context
- Findings are interpreted in light of the state's rules, market structure, prior oversight, available data, and comparable patterns from other states.
Recommend practical next steps
- The report recommends next steps a regulator can consider, such as further review, data monitoring, lab engagement, audit testing, policy adjustment, or additional analysis.
Review new data against previous findings
- In the next report, Canndata reviews new data in light of previous findings and recommendations.
Findings are careful. Recommendations are practical.
Canndata states findings only as strongly as the data supports.
The analysis describes patterns. It does not assign intent. When a finding is serious, the report explains what the data shows, what it does not establish, and what next step is proportionate.
Twice-per-year reporting shows whether the market is changing.
A single report can show what is happening now. A recurring report can show whether the market is changing.
If prior recommendations were adopted, the next report can evaluate whether the data changed. If concerns persist, the report can say so clearly and recommend the next practical step.
This creates a record of what was seen, what was recommended, and what changed over time.
Sensitive findings are handled carefully.
Reports often contain sensitive findings. Canndata works privately with agencies and handles those findings with care. The purpose is to support accurate, credible, and consumer-protective oversight.