KiP Ai CmS exists because cultivation operators were stuck between enterprise ERPs that didn't understand a cure room and spreadsheet stacks that didn't scale past one facility. We built the platform we wanted — then made every input count.
Cultivation is an information problem disguised as a horticulture problem. A grower who can see three weeks ahead — in consumables, in environmental drift, in yield trajectory — makes different decisions than a grower flying on gut feel. The gap between those two growers is margin.
Software should close that gap. Instead, most platforms are either too heavy (SAP, NetSuite customizations priced for multi-site LPs) or too thin (SKU trackers that dump data and never predict anything). Both leave the operator doing the integration in their head.
Our bet: the operator's daily log is the most valuable dataset in the industry. Make it easy to capture. Make it pay back in visibility.
So we built VisioN first — camera-in, analysis-out — then built outward across the whole cultivation stack, all on one per-facility audit log. See the full module catalog or how it works.
Then we added the thing that changes the math: the Activity Score. Every log earns points; points earn you into the network — you don't pay for it. That flywheel is the business model, and it's why the product works.
Four operating principles that shape every feature we ship.
Every write across every module carries user, facility, facility code, module, and timestamp. Before we polish a UI, we make sure it's queryable in ExecutivE i i. Compliance isn't a feature — it's the foundation.
Network visibility scales with effort. The operator who logs 200 events sees more than the one who logged 20. That's not a penalty — it's a permission model that rewards the people making the network valuable.
Tight AI call budgets force better prompts and better decisions. Burn rate analysis matters. Yield forecasting matters. Chatting with the interface doesn't. We gate accordingly.
Every module reads from the same live shared database. No syncing between systems. No "which number do I trust?" moments. The platform is the source of truth — and if it isn't, that's a bug.
How activity-driven visibility compounds into a moat no single operator could build alone. See the Activity-Score mechanics →
Daily events, lots, transfers, releases — the cost of logging is near-zero because the UI is built for pace.
Activity Score rises. Visibility tier climbs. Seed → Sprout → Canopy → Harvest.
Benchmarks, collaborator success feeds, anonymized strain comparisons. The database gets smarter.
Burn rate models trained on more data. Yield forecasts sharper. Everyone's predictions improve.
The payback loop tightens. Network effect compounds. Platform value grows with usage, not just headcount.
Where the product is today.
Where we've been and where we're going. Major beats only — feature-level updates live in the in-app changelog.
Initial release. Plant health analysis, phenology marker scoring, irrigation auto-log. Free tier from day one.
The cultivation core. Batch lifecycle, yield closure, equipment & power management. Stripe billing + 4-tier pricing goes live.
Inventory with AI manifest scan, work-order management, and cross-module scheduling. KroP Ai lands as a Pro+ exclusive. See what each tier includes →
Cultivation release management. Cross-facility exec dashboard. Live shared DB with collaborator permissions. Activity Score → Visibility Tier gating rolls out across the platform.
Canonical crop-steering framework across VisioN, a universal audit log spanning every active module, and full migration to backend-persistent Firestore. See how it works →
IpM integrated pest management (scouting, re-entry-interval locks, MOA-rotation guard) and PaLLeT logistics (packing lists, draw-to-sign release, Calendar-scheduled shipments) both go live — bringing the catalog to 12 live modules, 3 on the roadmap.
Two more modules — GenetiC genetics database and PurE Ai sanitation, both Q1 2027.
Farm AI — wholistic facility automation & monitoring: sensor integration, PLC-driven I/O, software-authored AND/OR device logic, and grow-guide-driven alarms with multi-channel alerts (Enterprise, per room) — rounding out the 15-module roadmap.
Direct push to provincial and state seed-to-sale systems. No more duplicate entry.
Join the network. The earlier you start logging, the higher your activity score, the more you see.