Operators are already building custom AI tools on top of the platforms they use — inventory apps, 2 a.m. crop monitoring, live restocking dashboards wired to the POS. Rishi designs and builds those systems for you, and tells you honestly where AI moves your number and where it doesn't.
1.6M+
field observations of how cannabis and hemp actually sell — the data our AI work is grounded in
What we build
The operators winning with AI aren't software developers. They understand their business and tell AI what they want. We're the team that makes that real — without a six-figure software budget or a year-long build.
Build the tools your competitors are waiting for.
Cannabis operators are already building their own AI tools on top of the platforms they use — inventory apps, monitoring that catches problems at 2 a.m., live restocking dashboards wired to the POS. We design and build those systems for you: custom AI tools, agentic workflows, and MCP integrations that connect your data to the software you already run.
Know what to build, buy, or skip.
The cannabis tech stack is crowded and expensive. We help you decide where AI actually moves your number — inventory, compliance, budtender support, wholesale, marketing — and where it is a distraction. You get a roadmap grounded in how operators in this industry actually make money, not a vendor pitch.
If it isn't measured, it didn't happen.
The operators winning with AI all have one thing in common: clean, connected data. We instrument your business so the AI tools have something real to work with — door-level velocity, sell-through per SKU, review health, search visibility — and report it in one dashboard instead of a month-end spreadsheet.
Why now
For years, operators had to wait for software companies to build the feature they wanted. Now, thanks to APIs and MCPs, they can build it themselves while still relying on the platforms that power their business. The winners will be the operators who connect their data and build exactly what they need.
A finance lead built a custom inventory app.
Now they know what competitors are selling, where they're overpriced, and what to buy next.
A cultivator built AI monitoring.
It catches problems at 2 a.m. — the team gets alerted before a small issue becomes a crop loss.
A retailer built a live restocking dashboard.
Connected directly to the POS, the right products stay on the shelf and margins improve.
An operator replaced an expensive wholesale platform.
With an internal app — the sales team saves hours every week.
Why Rishi
Most AI consultants pitch frameworks. We built and ran one of California's largest brand-activation operations — and instrumented every dollar of it. We know how cannabis actually sells, which means our AI work is grounded in real field data, not generic best practices.
Get started
Tell us who you are and we'll come back with door-level findings on your brand — velocity, visibility, and where the quick wins are. Not a pitch deck.
No newsletters. No spam. A real conversation about your number.