CANNVAS / PRODUCE — THE GROWER'S CANVAS ● LICENSED CANNABIS OPS V0.7.0 / 2026.04.25
CANNVAS / the operation behind the menu
/ CANNVAS · CULTIVAR INTELLIGENCE PLATFORM · POST-HARVEST & SALES CANVAS 01 OF 05 — THE GROWER'S CANVAS

Track the
chemistry first.

Most cannabis software tracks plants, packages, and compliance. Cannvas tracks terpenes, cannabinoids, panel scores, drift, yield-per-grade, and per-facility consistency — the data the rest of your operation never sees. Upload a COA. Twelve seconds later, the chemistry is live.

Auto-classified. Cross-referenced. Drift detected the moment it shows up.
CANNVAS / PRODUCE / OVERVIEW ● LIVE — DEMO TENANT
OVERVIEW CULTIVARS BATCHES FACILITIES PANEL
Portfolio Overview

22 cultivars · 28 batches · 4 with trend data · 14 panel sessions

Active Cultivars
15
in stock
Total Grams
39,271
A&B 24,783g
Testing
22/22
passed
Drift Alerts
2
trending down
Inventory by Grade 39,271g
Grade A&B 24,783g15 cultivars
Popcorn 9,371g11 cultivars
Shake 5,117g7 cultivars
/ RECENT BATCHES
Pulsar Punch B3EXOTICS · 26.1% THC · 3.42% terps
↑ 0.9% UP
Andromeda Haze B2JACKS + HAZE · 25.8% THC · 3.08% terps
— 0.0% STABLE
Orion's Belt B4OGS + GAS · 24.2% THC · 2.94% terps
— 0.1% STABLE
Eclipse Gelato B2DESSERTS · 22.7% THC · 2.62% terps
↑ 1.2% UP
Vega Cookies B3SWEETS + DREAMS · 21.4% THC · 1.64% terps
↓ 0.8% DOWN
FIG.00 — PRODUCTION OVERVIEW · 22 CULTIVARS · 28 BATCHES · 4 TRENDS LIVE
/ THE PROBLEM

Most growers can tell you their average THC.
Few can tell you what's drifting.

The cage isn't on the sales floor — it's in the data infrastructure. Without a system that tracks chemistry batch-over-batch, drift hides in plain sight. So does the upside that's working.

/ INSIDE PRODUCE

Four aches. Four answers.

The COA you'll never read. The drift you'll catch a week late. The flower you can't grade against itself. Each engine of Produce canvas takes one of these and turns it into structured data — instead of another folder.

01 · COA → LIVE DATA ● LIVE — DEMO
/ ENGINE 01

From PDF to LIVE DATA.

Drop a COA. Cannabinoids, terpenes, QC, classification — every compound, every percentage, parsed and ranked. The document becomes the chemistry.

COA EXTRACTION / DEMO PLAYING
Drop cultivar COA PDF · PNG · JPG
Claude extracts all chemistry
IRON LABORATORIESISO/IEC 17025:2017 · MI
CERT 156658-001
08/22/2025
Banana Acai Mints
METRC · 1A4050300014BA5000005039 · ADULT-USE FLOWER
CANNABINOID PROFILE
Total THC28.7%
Total Cannabinoids31.4%
Δ9-THC2.2%
THCA30.2%
CBG0.1%
CBC0.2%
TERPENE PROFILE
Total Terpenes5.39%
β-Caryophyllene1.48%
Limonene1.22%
Myrcene0.96%
Linalool0.51%
α-Humulene0.42%
β-Pinene0.38%
α-Pinene0.22%
QC & SAFETY
Water Activity0.55 Aw
Moisture10.4%
✓ Pesticides Pass · ✓ Microbials Pass
✓ Heavy Metals Pass · ✓ Foreign Matter Pass
Banana Acai Mints — Parsed
Total Cann. 31.4%
β-Caryo 1.48%
Limonene 1.22%
Myrcene 0.96%
Water Act. 0.55
Status ✓ ALL PASS
Class OGs + Gas
SWEET PROTOTYPICAL SAVORY
BANANA ACAI MINTS · OGs+Gas · β-Caryo + Lim + Myr
MOCK
PHASE 00
Awaiting COA upload · Idle state COA dropped · Iron Labs report received Reading cannabinoid panel · Total THC, THCA, minors Reading terpenes · β-Caryo + Limonene + Myrcene — the OGs+Gas trinity Reading QC · Water activity, moisture, all safety panels Cross-referenced · OGs+Gas · gas, spice, body — classic OG fingerprint Live spectrum · Every compound mapped, document retired
FIG.01 — COA EXTRACTION AUTOPLAYS ON SCROLL · ~12S RUNTIME
02 / ENGINE CULTIVAR DETAIL · DRIFT INVESTIGATION

Drift, detected. Investigated.

The chemistry is your scoreboard. The detail page is where you read it.

Trending up confirms what's working. Trending down points you at the variable that changed — the new nutrient mix, the cure room temperature, the canopy adjustment, a longer flush. Stable means genetics and environment are locked in.

  • Portfolio trend flags — every cultivar tagged Stable / Up / Down at a glance, with batch-over-batch deltas
  • Cannabinoid trend — Total THC, THCA, Δ9-THC, minor cannabinoids across batches
  • Terpene profile over time — every detected compound plotted, sorted by abundance
  • Yield per plant by grade — A&B, Popcorn, Shake split tracked harvest to harvest
  • R&D feedback loop — confirm whether a cultivation change moved the chemistry the way you intended
Notice it on the dashboard. Understand it on the detail page.
Portfolio · Drift Detection
12 cultivars · 32 batches · 10 with trend data
Trending Up
3
Cultivars showing improvement over previous batch — THC rising 0.8%+ or terpenes rising 0.3%+.
Petoskey Stone
Tropical + Fruity · 3 batches
THC24.8%▲ +1.6%
Terps2.91%▲ +0.26%
Trending Down
2
Cultivars whose potency or terpene profile has declined. Review grow conditions, cure time, or storage.
Iron Mountain Diesel
OGs + Gas · 3 batches
THC27.6%▼ -1.5%
Terps2.18%▼ -0.27%
Lakeshore Cookies
Cookies + Cream · 3 batches
THC25.9%▼ -1.4%
Terps2.62%▼ -0.26%
← Portfolio Honey Buns Exotics
3 BATCHES · TRAVERSE CITY · METRC 1A40503...5039
CURRENT INVENTORY
240g
A&B 168 · POP 48 · SHAKE 24
LATEST THC
29.3%
▲ RISING +1.6%
LATEST TERPS
2.55%
▲ RISING +0.25%
TOTAL BATCHES
3
FIRST 2026-01-10
Cannabinoids
Terpenes
Yield / Plant
QA & Safety
Batch Weight
Total THC Over Time
3 batches · avg 28.57% · range 27.80–29.30% · RISING
35% 30% 25% 20% 15% 2026-01-10 2026-02-20 2026-04-01 27.8% 28.6% 29.3%
Total THC 29.30% THCA 32.60% Δ9-THC 0.80% CBG 0.20%
+1.6% over 3 batches. Cure refinement holding — THC consistently above 28%, no anomalies flagged.
Terpene Profile Over Time
6 compounds tracked across 3 batches · β-Caryophyllene dominant · STABLE
2.0% 1.5% 1.0% 0.5% 0% 2026-01-10 2026-02-20 2026-04-01
β-Caryo 1.48% Limonene 1.22% Myrcene 0.96% Linalool 0.51% α-Humulene 0.42% α-Pinene 0.31%
Profile holding. β-Caryo dominant across all 3 batches — OGs+Gas signature locked in, no terpene drift detected.
Yield Per Plant by Grade
Grams · 3 batches · A&B share rising — cultivation refined
240g 200g 160g 120g 80g 2026-01-10 2026-02-20 2026-04-01 202g 212g 216g
A&B 168g Popcorn 28g Shake 20g
168g/plant A&B latest. Top-shelf share rising 18% over 3 harvests — selection & cure dialing in.
FIG.02 — DRIFT DETECTION · R&D FEEDBACK PORTFOLIO → DETAIL → CHEMISTRY OVER TIME
03 / ENGINE APEX PANEL SCORING

Quality, scored. Blind. Repeatable.

A 13-dimension blind sensory panel that scores how the flower actually smokes — not just what's in it.

The chemistry tells half the story. The other half is how the flower actually smokes — appearance, aroma pre and post grind, flavor, smoothness, burn quality, smoke density, mouth duration, mouth complexity, effect strength.

APEX is the blind sensory panel system that rates every batch on a 100-point scale. Every dimension scored. Every session timestamped. Every cultivar ranked against every other.

  • 13 dimensions — Appearance · Aroma (pre+post) · Flavor · Smoothness · Burn · Smoke · Mouth · Effect
  • Mobile-first scoring app — slider-based, 1–5 per dimension, blind to chemistry
  • Computed score — 100-point scale with letter grade COMP / TOP / MID / LOW
  • Multi-session aggregation — every score from every panelist feeds the cultivar's average
  • Feeds Cannvas Score — Quality component on /MANAGE reads APEX directly
Chemistry says what's in it. APEX says whether it actually delivers.
4:11
APEX PANEL
Honey Buns
Exotics · METRC: 1A40503...
"Score this flower honestly. No right answers — just what you taste, smell, and feel."
Anonymous · 12 steps · ~90 seconds
1 / 12
LOOK
Appearance
Visual impression. Bud structure, trichome coverage, color, density.
Time To Light Up!
012345
3 / 12
SMELL
Aroma (Post-Grind)
Smell after grinding. Bold, fresh, identifiable terpenes.
Time To Light Up!
012345
4 / 12
TASTE
Flavor
Taste on inhale and exhale. Bold flavor that matches the smell scores highest.
Time To Light Up!
012345
Review Your Scores
97.00
Computed Score
COMP — COMPETITION GRADE
LOOK
Appearance5
SMELL
Aroma (Post-Grind)5
TASTE
Flavor5
APEX Panel RankingsCultivars by Average Panel Score
10 cultivars
65 sessions
1
Honey Buns
1 session · just now
COMP 97.0
2
Motor City OG
7 sessions
COMP 89.6
3
Copper Country Gold
7 sessions
COMP 87.9
4
Freshcoast Runtz
7 sessions
COMP 86.1
5
Iron Mountain Diesel
6 sessions
A 80.8
6
Petoskey Stone
7 sessions
A 80.7
7
Lakeshore Cookies
6 sessions
A 79.8
8
Sunset Sherbert
6 sessions
A 78.3
FIG.03 — APEX PANEL · MOBILE EVALUATION BLIND · REPEATABLE · RANKED
04 / ENGINE METRC + FACILITY COMPARISON

Per grade. Per facility. Per gram.

Every batch tracked three ways — Grade A&B, Popcorn, Shake — with multi-facility comparison and METRC sync.

Every batch tracks weights three ways: Grade A&B, Popcorn, Shake. Every grade has its own METRC package label. Every package is a node in the package tree, traceable from harvest weight to remaining inventory.

The multi-facility view stacks every cultivar across every site. Lansing vs Kalamazoo, latest COA, ranked by yield-per-plant. So when chemovar drift hits one site and not the other, you see it.

  • Per-grade weights — Grade A&B, Popcorn, Shake — captured per batch
  • METRC package tree — primary tag plus per-grade labels, hierarchical
  • Yield-per-plant — automatic from harvest weight + plant count
  • Per-facility comparison — every cultivar across every site, ranked
  • StashStock API — METRC sync for Michigan ops
Multi-facility ops without spreadsheet hell. Just grade-aware data, end to end.
Facility Comparison · Production

Latest COA averages · ranked per metric

Andromeda Lansing 3 Class C · LANSING, MI
Cultivars9
In stock8
Avg THC26.2%
Avg Terpenes3.99%
Avg Yield/Plant53.2g
Tests Passed14/14
Andromeda Kalamazoo 3 Class C · KALAMAZOO, MI
Cultivars13
In stock7
Avg THC26.1%
Avg Terpenes2.48%
Avg Yield/Plant48.1g
Tests Passed14/14
LANSING LEADS 4 OF 6 METRICS · TERPENES +1.51% · YIELD +5.1G/PLANT
FIG.04 — FACILITY COMPARISON SIDE-BY-SIDE · BEST-PER-METRIC
/ INTERACTIVE WALKTHROUGH · DEMO.01

See it run. From COA upload to live dashboard.

A guided tour through the Produce canvas — drag-upload a real COA, watch chemistry parse in real time, see the cultivar enter the portfolio, drill into terpene tracking, then check the APEX panel ranking. Real Cannvas. Real cultivars. Real seeded data. Scroll-controlled, no sign-in required.

9 STEPS · 90 SECONDS · NO SIGN-IN REQUIRED
DEMO.01
Walk through the Produce canvas
START DEMO →
/ START WITH PRODUCE

Track the chemistry first. Everything else follows.

The canvas for your cultivar story.
DEMO
STEPS
~90s
STEPS
SCROLL OR USE ↑ ↓ KEYS
NAVIGATE ESC CLOSE