Every service we offer is built for cannabis retail. Real-time dispensary dashboards, AI insights you can ask in plain English, competitive market research, and reporting layers that respect how regulated your industry is.
Go beyond what your POS reports give you. Our real-time dispensary dashboards track every location, every category, and every budtender — giving you the visibility you need to make confident decisions before the next vendor meeting.
Whether you're comparing two stores in the same city, breaking down flower vs. vape mix, or figuring out which budtenders actually move premium product, the analytics surface the numbers that drive your revenue.

Ask questions about your shop in plain English and get instant answers. “What’s eating my flower margin?” “Which SKUs do I need to reorder this week?” “Did the 4/20 promo actually pay back?” The AI does the digging.
From spotting underperforming brands to flagging an emerging concentrate trend before your competitors notice, AI surfaces the cannabis-specific opportunities that would otherwise stay buried in your POS exports.

Stay ahead of the dispensary down the street. We monitor competitor menus, track local price movement, watch state and municipal regulatory changes, and surface what's actually trending across cannabis brands and categories in your market.
Our research system delivers MSO-grade intelligence at a fraction of the cost of a full-time analyst, so a single-location operator can compete on the same information as a 30-store chain.

Specialized solutions for the rest of what running a modern dispensary actually involves.
Segment your patients and rec customers, track lifetime value, and find the retention plays that bring them back.
Connect Treez, Dutchie, Flowhub, Meadow, and your inventory and accounting tools into one source of truth.
The full Chapters platform — purpose-built dashboards, compliance reporting, and competitor tracking for licensed retail.
Every engagement follows the same proven path — built to deliver real shop-floor insights fast while leaving you with analytics infrastructure that keeps paying off.
We start with your operations — POS setup, locations, brands, current reporting — and the decisions you wish your data could answer.
We pull your sales, inventory, and customer data into our pipeline and apply AI to find the patterns your weekly reports are missing.
We translate findings into a roadmap your manager can actually execute — what to reorder, what to push, what to cut, and what to test next.
We build the dashboards, alerts, and reporting your team uses every day — and stay engaged to refine them as the shop and the regs evolve.
Tell us a little about your shop. We'll show you exactly what we'd build for it.
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