Products — ICC CTO Brief

Products

Six products across four phases. All share the ICC identity layer and Django API.

Phase 1 — Active development

CCX — Cannabis Commodities Exchange

B2B

ccx.intelcann.app

Wholesale trading platform for licensed cannabis businesses. Sellers list lots; buyers browse, make offers, and purchase. Offline payment settlement in Phase 1.

KYB business onboarding with CDAP license verification
Lot listings with COA (lab test PDF) upload and parsing
Offer / counter-offer / accept flow
Proof-of-funds upload + dual payment confirmation
CQI score badge on every lot
Metrc / IMS two-way integration for lot push/receive
Order tracking: Pending → Confirmed → In Transit → Received
Dispute escalation to admin

BMC — Business Management Console

Operators

bmc.intelcann.app

Unified operator dashboard spanning CCX and ICC Maps. One login via ICC SSO; role-based access for Admin / Manager / Staff.

Business profile: legal name, licenses, verification status
CCX module: listings, orders, payment status
ICC Maps module: dispensary profile, live menu management
Integrations hub: IMS/POS connect, sync logs, API keys
Team management: invite, roles, per-product access
License expiry alerts (60-day warning)

CQI — Cannabis Quality Index

Internal service

Internal API — not user-facing

Proprietary lot quality scoring algorithm (0–100). Phase 1 uses a weighted rule-based model; Phase 3 upgrades to a trained ML model once transaction data accumulates.

6 scoring components: THC, terpenes, safety panels, moisture, freshness, seller reputation
Weights stored in DB — editable in Django admin without deploys
Score breakdown surfaced to buyers (transparency)
Async scoring via Celery — fires on COA upload
Phase 3: XGBoost/LightGBM trained on CCX clearing prices
Score displayed on CCX listings and ICC Maps consumer menus

Phase 2 — Planned

ICC Maps

Consumer

maps.intelcann.app

Dispensary locator, live menu aggregator, and product rating system. Differentiates from Weedmaps/Leafly via CQI quality scores on consumer menus.

GPS-based dispensary discovery (PostGIS radius queries)
Live menu sync: Dutchie, Jane, Treez, Flowhub via POS API
CQI score badge on every product
User reviews with effect tagging
IVB "Find My Product" integration (Phase 3)
Mobile app in Phase 4

Phase 3 — Intelligence layer

IVB — ICC Virtual Budtender

Embedded in Maps + dispensary POS

AI product recommendation engine. Deployed inside ICC Maps as "Find My Product" and as a widget inside dispensary POS systems at checkout.

Signals: purchase history, reviews, effect preferences, terpene similarity, collaborative filtering
Cold-start: effect preference quiz for new users
POS targets: Dutchie (public API), Flowhub, Treez (partnership required)
Only recommends in-stock products (real-time inventory sync)
No raw PII sent to POS — hashed customer IDs only

IMS / POS Integration Architecture

Two-way inventory integration is central to both CCX and ICC Maps. It eliminates manual data entry for operators and enables the wholesale-to-retail workflow for vertically integrated businesses.

CCX — Sell side

Cultivator pushes a lot from their IMS to CCX. Lot metadata pre-fills the listing form.

CCX — Buy side

Buyer receives a purchased lot back into their IMS from the CCX order confirmation.

ICC Maps — Menu sync

Dispensary IMS/POS changes propagate to ICC Maps menu within 15–60 min via Celery beat, or near-real-time via webhook.

Vertically integrated

CCX purchase → IMS receiving → ICC Maps menu update — a single operator workflow via BMC + SSO.

Target IMS/POS systems