CanopIQ
Predictive Intelligence
for High-Value Crops
Ryan Russell
Founder & CEO
Pre-Seed · $500K · $5M Post-Money SAFE
Catch crop stress before
it costs a harvest.
app.canopiq.io
THE PROBLEM
Stress is detected
too late.
By the time symptoms are visible, the yield loss is irreversible.
Sensors measure environment — not plant biology
Manual scouting is inconsistent and reactive
Facilities guess instead of forecast
A missed signal can cost an entire harvest cycle
20%+
avg yield lost to
preventable stress
$600K
revenue lost per missed
cycle at mid-size facility
7–14
days before visible damage
when intervention still works
0
platforms that close the loop
from signal to outcome
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WHY NOW
The infrastructure to solve this
exists today.
Cheap cameras are everywhere — every grower carries one
Vision models detect subtle biological drift at scale
Margins are tighter — prevention matters more than ever
No one has closed the loop from signal → action → outcome
Cannabis legalization accelerating — operators need every edge
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THE INSIGHT
The canopy is a biological
data stream.
👁
Plants signal stress early
Days before humans notice, the canopy is already broadcasting the problem.
⏱
Timing beats accuracy
A 70% early alert beats a 99% accurate diagnosis that arrives after the damage is done.
🔁
History compounds value
Each cycle builds context. The longer the platform runs, the smarter it gets.
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THE SOLUTION
Baseline. Detect drift.
Guide. Learn.
01
Baseline
Build per-plant, per-zone temporal baselines from day one.
02
Detect Drift
Identify multi-cycle patterns days before visible symptoms.
03
Intervene
Recommend next-best checks and targeted actions.
04
Learn
Record outcomes so accuracy compounds every cycle.
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THE PRODUCT
Mobile-first. Intelligence compounds
every cycle.
Low-friction mobile capture — point, shoot, diagnosed in 10 seconds
Guided checklists ensure teams follow the same best-practice steps
Facility context (room, zone, grow stage) baked into every entry
AI diagnosis with confidence score and recommended next action
Outcome history improves recommendations each grow cycle
Built for cannabis — designed to generalize to all CEA crops
Live at app.canopiq.io · Free beta
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WHAT WE DELIVER
Operational outcomes
growers can feel.
🎯
Earlier detection — fewer irreversible losses
🔁
Repeatable decisions across rooms and teams
📈
Operational consistency at scale
🧠
Multi-cycle history that improves interventions
ROI potential: 10–20x platform cost depending on facility size.
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MARKET OPPORTUNITY
Outcome optimization is the
missing layer.
$300B+
Global CEA / indoor
agriculture market
$7B
Vertical software
opportunity
$2B+
Cannabis software
addressable (wedge)
10%
Penetration of wedge
= $200M+ ARR
Cannabis as wedge — highest willingness to pay, tightest margins, most motivated operators
Expand to tomatoes, peppers, herbs, leafy greens — same platform, broader TAM
Long-term: intelligence layer for global controlled environment food production
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COMPETITIVE LANDSCAPE
Others collect data.
We predict outcomes.
Artemis
Grow Flow
Growlink
CanopIQ
Collect data
✓
✓
✓
✓
Manage workflow
✓
✓
✓
Control environment
✓
✓
Predict plant outcomes
✓
Guide interventions
✓
Learn from outcomes
✓
CanopIQ is the only platform that closes the loop from detection to outcome.
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TECHNOLOGY MOAT
Patent-pending Neural Puzzle
predictive engine.
Fuses canopy imagery, environment, actions, and outcomes into a single model
Stage-aware modeling improves accuracy across the full plant lifecycle
Probabilistic forecasting supports better grower decisions before damage occurs
Improves continuously as deployments scale — network effect on accuracy
Provisional patent filed — core predictive synthesis layer protected
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DEFENSIBILITY
Compounding intelligence requires
compounding history.
Outcome-linked dataset
Every action taken and result recorded. Cannot be replicated without years of real grows.
Facility-specific baselines
Each deployment builds a fingerprint unique to that room, strain, and operator.
Multi-cycle drift signatures
Patterns only visible across 3–5+ grow cycles. Time in market = competitive gap.
Cross-layer prediction model
Combines vision, environment, nutrients, and outcomes. Complexity is the moat.
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THE TEAM
Built by someone who was
the customer.
Ryan Russell
Founder & CEO · Kansas City, MO
20 years Healthcare IT — turning complex biological data into decisions that prevent bad outcomes
6 years at Cerner directly + decade consulting with Cerner, Epic, and the VA
Built CanopIQ because agriculture never built what healthcare did — and I ran into that gap personally
Solo technical founder — built the entire platform using AI-assisted development
12 / 18
TRACTION
Working product. Beta live.
Moat building.
Live
Production app at
app.canopiq.io
Filed
Provisional patent on
Neural Puzzle engine
Beta
Local KC growers
onboarding now
$500K
Pre-seed raise
in progress
Full-stack platform built and deployed — React 19, Supabase, Gemini Vision API, Vercel PWA
AI diagnostics, environmental monitoring, facility management, grow history all functional
Grow store partnership model designed — affiliate revenue loop built into product
Beta growers across Consumer, Professional, and Enterprise tiers onboarding
Target: $5M post-money SAFE, 15 months runway to repeatable revenue
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GO-TO-MARKET
Three channels. Zero wasted
acquisition spend.
01
Grow Store Partnerships
Partner stores promote CanopIQ to customers at point of sale. CanopIQ lists partner stores in the app as preferred local suppliers. Zero CAC — store staff become the sales force.
Target: 20 stores in KC in 90 days
02
Grower Community
Cannabis influencer marketing on YouTube, Instagram, and TikTok. Affiliate links. Early adopters become advocates as outcomes improve cycle over cycle.
Target: 500 beta signups in 60 days
03
Commercial Pilot Program
Turnkey packages for licensed facilities bundling software, hardware integrations, and onboarding support. Land one room, expand facility-wide.
Target: 3 paid pilots in 6 months
14 / 18
BUSINESS MODEL
Land and expand SaaS
with deep integrations.
Consumer
$15/mo
Home growers
✓ AI diagnostics
✓ Environment tracking
✓ Grow history
Professional
$79/mo
Small commercial
✓ All Consumer features
✓ Multi-room management
✓ VPD dashboard
✓ Priority support
Enterprise
$299/mo
Licensed facilities
✓ All Pro features
✓ Multi-facility
✓ API access
✓ Compliance workflows
✓ METRC integration
Second revenue stream: affiliate product recommendations triggered by every AI diagnosis.
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ROADMAP
Next 12–15 months:
pilots, datasets, repeatable revenue.
NOW – 3 MO
Harden & Launch
• Product reliability & onboarding
• 10+ beta growers active
• Grow store partnerships live
3 – 6 MO
Validate Outcomes
• Production pilots with licensed facilities
• Capture first multi-cycle datasets
• Refine diagnosis accuracy
6 – 12 MO
Repeatable Revenue
• Paid tiers live
• Go-to-market motion proven
• Stage 2 IP camera integration
12 – 15 MO
Series A Ready
• $1M+ ARR target
• Predictive yield module shipped
• Series A raise initiated
16 / 18
THE ASK
Raising $500K pre-seed.
$5M post-money · SAFE.
40%
Product hardening & onboarding reliability
30%
Production pilots and outcome validation
20%
Go-to-market and grower acquisition
10%
Legal, IP, and operational runway
Target runway: 15 months
We are not asking you to bet on an idea. We are asking you to invest in a working product with a compounding moat.
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CanopIQ
Predictive Intelligence for High-Value Crops
Patent Pending · Beta Live · Kansas City, MO
Ryan Russell
Founder & CEO
ryan@canopiq.io
app.canopiq.io · canopiq.io
Schedule a Demo →