We help cannabis dispensaries turn POS, inventory, and customer data into the decisions that grow the shop — AI-powered analytics, market intelligence, and real-time dashboards built for licensed retail.
Book a Dispensary DemoReal-time dashboards across every location — category performance (flower, vapes, edibles, concentrates, pre-rolls), basket size, budtender leaderboards, and daily/weekly/monthly trends.
Ask plain-English questions about your shop and get answers — “What’s killing my flower margin?”, “Which SKUs do I need to reorder?”, “Did the last promo actually work?”
Competitor menu tracking, local price benchmarks, regulatory change alerts, and trend reports across the markets you operate in.
Chapters Data & Marketing Consulting partners with cannabis dispensaries — single-location shops and multi-state operators alike — to turn the data your POS already collects into the decisions that actually move the needle.
Whether you're trying to fix a flower margin problem, beat a new competitor down the street, see which budtenders move premium product, or get ready for a license renewal, we build the tools and reporting your team needs.


Ready to put your dispensary's data to work? Tell us what's frustrating you — flat sales, mystery shrinkage, a competitor undercutting your prices — and we'll tell you how we'd approach it.
Three ways to work with us — pick whichever fits where your shop is right now.
30-minute call to walk through your dispensary's biggest data and reporting headaches.
Scoped builds for a dispensary dashboard, compliance reporting layer, or competitive market study.
Ongoing analytics, market monitoring, and AI insights — your outsourced dispensary data team.