01
Observation capture
Plain-language grow records become structured production data.
Stage notes, environment readings, harvest weights, contamination observations, and photo evidence land in the same operating history.

bootInitializing neural pathways
Crowe Logic Inc.Southwest Mushrooms / Field systemCommercial mycology data science
The value is not the prompt box. The value is the longitudinal record: what changed between batches, which signals moved before contamination appeared, and which procedure actually improved the next run.
Book / grow log / contamination bench / pattern workbench / one operating surface.
pattern match / 04:42 ago
Humidity dropped 14 points while CO2 climbed past the fruiting envelope. Same signature preceded contamination on batches SHII-0331 and SHII-0408.
20+ yrs
commercial farm experience
book
The Mushroom Grower mapped to the app
ops
vision, logs, SOPs, records
What the platform actually produces
These are not screenshots dressed up for the homepage. They are the same components the system renders inside an active grow.
Vision
uploaded sampleremediation
Environment
pattern match / 04:42 ago
Humidity dropped 14 points while CO2 climbed past the fruiting envelope. Same signature preceded contamination on batches SHII-0331 and SHII-0408.
Procedures
01
Observation capture
Stage notes, environment readings, harvest weights, contamination observations, and photo evidence land in the same operating history.
02
Pattern analysis
Species envelopes, batch age, substrate, humidity drift, CO2 drift, and visual symptoms are treated as signals instead of disconnected notes.
03
Procedure output
Every recommendation stays tied to the record: what was observed, what changed, what to verify, and what to do next.
Source media bank
The current bank has 6,001 indexed stills from 11 downloaded videos, with each still tied back to its source timestamp.
HarvestShiitake harvest pass
Shiitake harvest in the grow room.
LabClean work and culture transfer
Liquid culture work at the flow hood.
ProductionMaitake morphology check
Maitake production block, ready for fruiting.
SterilizationSubstrate sterilization workflow
Substrate blocks loaded into an All-American pressure sterilizer.
Pattern analysis tools
| batch | substrate | be % | flag |
|---|---|---|---|
| SHII-0427 | oak / wheat 60-40 | — | humidity drift / day 6 |
| SHII-0414 | oak / wheat 60-40 | 94% | clean |
| SHII-0408 | oak / soy 70-30 | 61% | trichoderma / day 7 |
| SHII-0331 | oak / soy 70-30 | 58% | trichoderma / day 8 |
| SHII-0317 | oak / wheat 60-40 | 97% | clean |
Substrate composition correlates with contamination outcome. The 70-30 oak / soy ratio failed twice in the same window. The platform surfaces these patterns the next time a grow with the same recipe is opened.

Book-backed system
Chapters, cultivation media, field observations, and facility records become a single reference loop. Read the protocol, watch the operation, record the next batch, then compare the outcome.