Cannabis Operational Intelligence
Confidential — 2026

Data rich.
Insight poor.

Every licensed cannabis operation already generates a flood of data — METRC submissions, POS sales, Middleware logs, scanner events. Almost none of it gets read. Joint Venture is the intelligence layer that finally does.

In one sentence: an operational observability platform with a voice interface — you ask your operation a question out loud, and it answers from the systems you already run.

Not a chatbot · an intelligence layer
on top of the data you already have

Presented by Bobby Brooks

METRC · Middleware · POS → the intelligence layer → your bottom line
The problem

The industry is drowning in data
and starved for answers.

Cannabis is one of the most heavily tracked industries on earth — every plant, every gram, every transfer logged into state systems. But logging data is not the same as understanding it. Operators collect enormous amounts of information and have no layer that interprets it. The signal is buried in the noise.

Today

Systems that record

METRC, POS, and Middleware each store what happened. To find a problem, a human has to already know where to look — and most of the time nobody does until an audit, a stuck manifest, or a discrepancy makes it expensive.

Joint Venture

A system that interprets

Ours reads across all of it at once, surfaces what's off before it costs you, and answers plain-language questions out loud. It doesn't replace a single system you run — it makes the operational signal audible to people who couldn't hear and understand it before.

Where operational truth lives

METRC is the official record.
Middleware is the truth.

METRC only sees what gets submitted successfully. The real operational story lives one layer down, in the Middleware and ERP systems that run the floor — the failed scans, the retries, the abandoned workflows, the timing delays, the corrections. The gap between what the state sees and what actually happened is exactly where the intelligence lives and is most important.

Operators are data rich but insight poor. Owners don't buy AI — they buy fewer compliance mistakes, smoother operations, and less audit risk. We sell the outcome, never the acronym.
What it catches

The mistakes that quietly become
audit risk.

These are real operational failures the overlay is built to discover — the kind that slip past busy humans and turn into compliance exposure weeks later.

Compliance gap
Tag scanned, manifest not submitted
Product was tagged and scanned for transfer — but the manifest never went to the state. A silent gap until someone comes looking.
Discrepancy
Manual weight vs. scale reading
Harvest weight entered by hand doesn't match what the scale actually read. Flagged the moment the two diverge.
Audit risk
Destruction order vs. physical count
A destruction is logged in METRC but the physical product count doesn't line up. The single most dangerous kind of mismatch.
Human error
Same tag scanned twice
An employee double-scans a tag and no human notices. The overlay catches the duplicate automatically.
Stuck manifest
Transfer departed, never acknowledged
Product left the building but the receiving facility never acknowledged it. Left open, that's a compliance liability sitting in limbo.
And beyond
Patterns humans can't see
Dead-inventory prediction, unusual transfer behavior, batches showing patterns that historically precede discrepancies. Reasoning, not lookups.
How it works

You ask. It reads everything.
It answers.

01
You ask in plain words
"What transfers haven't been acknowledged in 48 hours?" "Any harvest weights that don't match our scale records?" Out loud — no dashboards to learn.
02
It reads all four worlds
METRC, Middleware, POS, and the spreadsheets operators still run on the side. It correlates across every source at once.
03
It surfaces what's off
Discrepancies, stuck manifests, and anomalies get raised before they become audit exposure — proactively, not only when asked.
04
It teaches the questions
The hardest part isn't the tech — it's teaching people what to ask. The overlay suggests the operational questions most operators never knew were possible.
It's real today — not a slide. The voice agent is built and running on the same architecture behind our live production voice systems. You can pick up and talk to it.
More than intelligence

It runs your operation —
then it markets it.

The same voice that answers your operational questions can build your marketing. Describe a product out loud, and the platform creates a finished vertical video ad — branded with your own logo — and posts it straight to your social accounts. No editor, no agency, no shoot.

01
Just say it
"Make a video ad for our Blue Dream prerolls — new drop, twenty percent off Friday." Plain words, like everything else here.
02
It builds the ad
A polished vertical (9×16) video, branded with your logo and colors, ready for social — created in a couple of minutes.
03
It posts everywhere
Straight to your Instagram, TikTok, YouTube, Facebook and X — from one place, whenever you want to drive traffic.
The system that knows your numbers also fills your store — one platform for both.
Setup & support

You're never handed software
and left on your own.

Most operators aren't technical, and their systems are a tangle of METRC, POS, Middleware and spreadsheets. So every operator is set up in person by a trained specialist — connected, configured, and shown how to use it — for a one-time custom onboarding fee, the way you'd have a new phone set up before you leave the store. After that, that same specialist stays your ongoing, personal support.

First-time setup
Done for you, on-site
A specialist comes in, connects your systems, cleans up the data, and gets the intelligence running — a one-time custom onboarding, like setting up a new phone.
Personalized training
Your people, taught to use it
Owners and staff learn what to ask and how to act on it — not a manual to read, a real person working alongside your team.
Ongoing
A real person on call
Your specialist stays your dedicated support going forward. You always have someone who already knows your operation.
This isn't software you're left to figure out — it's a system that comes with a person who sets it up and stays with you.
Choose your level

One platform,
built to fit any operator.

It scales from a single dispensary to a multi-license operation. Start with the core intelligence, add the marketing studio when you want it, and step up to a fully branded edition of your own.

Core
The Intelligence Platform
The voice agent, the operational intelligence across all your systems, and personalized on-site setup and support. Everything an operator needs to finally see their own business clearly.
Add-on
The Marketing Studio
Switch on voice-created video ads that post to your social accounts. Add it on top of the core platform whenever you're ready to drive traffic.
Custom
Your Own Branded Edition
Want the whole thing to carry your name and look? A one-time custom build delivers a white-labeled version that feels entirely your own — with dedicated support to match.
The offer

You deploy it. You monetize it.
We both win.

This is not a sale, a license, or a handoff. The overlay stays ours. A partner who already reaches the operators — a POS platform, a state-tracking system like METRC, or a network and community the industry already trusts — deploys it through relationships they already have and monetizes it. We earn on every deployment. They don't have to build AI, figure out what operators need to ask, or prove anything. That work is done.

The partner brings
Operators & distribution
The locked-in operator base and the existing relationships. Nothing new to build — just switch on the layer their competitors don't have.
We bring
The intelligence
The overlay, the operational reasoning, the voice interface, and the proof. Already built, already reasoning across real cannabis data.
The clock
First mover wins
Operators won't leave a platform that thinks for them. Whoever deploys this first becomes the platform with AI while none of their competitors have it.
The proof

One trusted operator.
Real data, real compliance.

The pilot is a real operator running a licensed grow and distribution business in Los Angeles — multiple business types under one roof, so the system proves itself across grow and distribution against genuine METRC data and genuine compliance requirements. Not a simulation. Live operational proof before a single partner conversation.

The market

Thousands of operators.
Every AI locked in its own walls.

State-mandated seed-to-sale tracking means thousands of operators across dozens of states are required to run these systems, and every one of them is generating operational data. A wave of AI tools has started appearing to read it — which proves the demand is real. But each one is trapped inside a single platform, built for the register, and tied to whichever vendor built it. The operator who runs on more than one system — which is all of them — still has no independent layer that reads across everything and answers out loud. That's the opening.

31
States & territories
on mandated tracking
Thousands
Licensed operators
per platform
$75/mo
Per operator
subscription
Independent
POS-agnostic —
no vendor lock-in

State count reflects the combined METRC and BioTrack state-mandated track-and-trace footprint (both expose APIs the platform integrates). Operator counts run into the thousands in large markets — California alone has over 7,700 active licenses. Pricing is illustrative and set with each partner.

Why now

The category just proved itself —
and started the clock.

In 2026 the biggest names in cannabis tech began shipping AI — a leading POS launched an AI assistant, and the rest are racing to follow. For years this market didn't exist; now it's real and moving fast. That validation is the opportunity, but it's also the countdown: the window to become the operator's trusted layer is measured in months, not years. And every one of those tools shares the same blind spot.

The wave

AI bolted onto each platform

Every POS is adding AI to its own product — retail-first, dashboard-bound, and locked to their system. Useful if you live inside one vendor. But operators don't — they run METRC, a POS, middleware, and spreadsheets, and none of these tools reads across all of it.

The gap we own

The neutral, voice-first layer

One independent intelligence layer that reads across every system an operator already runs — built for the grow room and the loading dock, not just the register — that a small operator can switch on for $75, whatever POS they use. First mover into that gap owns it.

Two businesses in one

Software at scale —
training pays first.

The overlay is the asset. But a second business funds the first and pre-sells it: teaching operators how to think with operational intelligence. It needs no software to start, delivers value immediately, and turns pilot operators into industry trainers who create inbound demand for the platform.

Stream 1
Operational overlay
The SaaS platform — a recurring subscription per licensed operator, deployed through the partner.
At scale
Stream 2
Literacy & training
Delivered personally at first. Immediate revenue, no software required, builds the network that sells the platform.
Revenue first
The flywheel
Trainers become demand
Trained operators become industry trainers — a multiplier that pre-sells the software to everyone they teach.
Compounds
The financials

How it makes money,
and how it grows.

A recurring subscription for every operator running the overlay. Operators stay because a platform that thinks for them is one they can't afford to leave — which makes the revenue sticky and the operator hard to poach.

ScenarioOperators running itRevenue / year
Early500$450,000
Growing5,000$4.5M
Strong20,000$18M
At scale50,000$45M

Illustrative at $75 per operator per month — final pricing is set with each partner. Training and consulting revenue is additional and arrives earlier.

Confidential

The layer is the asset —
and it's ours.

The overlay is platform-agnostic: it works the same whoever deploys it. The partner changes; the product doesn't. How it connects, correlates, and reasons is not disclosed here — full details are shared only under a signed NDA.

Whoever moves first has AI
when none of their rivals do.

The intelligence layer cannabis has been missing is built, reasoning across real operational data, and ready to deploy. The overlay stays ours; the partner brings the operators; both sides monetize. The only question is who switches it on first.

Bobby Brooks  ·  bbthemixmaster@gmail.com  ·  (818) 376-9966

Confidential · Do not share without a signed NDA