Seven modules. One field record.
Every module reads and writes the same record of farms, fields, zones, probes, findings and tasks, so a problem found by one module is visible to all of them.
Canopiq Vision
Crop-stress detection for NDVI and thermal captures. Vision recovers the index from the export's colour ramp, splits the field into ~1.5 m zones, flags zones that are statistical outliers against the rest of the field, and names the likely cause from the pattern.
- NDVI: irrigation-line failures, pest/disease spot clusters, nutrient zones, severe vigour loss
- Thermal: water stress (hot canopy), line failures, waterlogging (cold patches)
- The same problem seen in NDVI and thermal becomes one finding with both as evidence
- Every finding stays a proposal until an agronomist confirms it
Canopiq Probes
Unsupervised anomaly detection on soil-moisture telemetry. Each probe's reading is divided by the field median per day, which removes irrigation cycles and weather, and its 5-day mean is scored with a robust median/MAD z-score in both directions.
- Flags probes running dry (|z| > 3.5, below peers) or saturated (above peers)
- Links dry probes to line failures or water stress, and wet probes to waterlogging
- Creates probe-only findings for problems the imagery missed
Canopiq Yield
The yield-loss and priority model. Each finding becomes tonnes and dollars at risk this season: hectares × expected t/ha × a cause-specific loss share × crop price. It is scored 0–100 from severity, confidence, water urgency and value.
- P1 ≥ 75 · P2 ≥ 55 · P3 ≥ 35 · P4 below, with 24 h / 3 / 7 / 14-day targets
- Critical findings, such as a dead line, are always at least P1
- Probe-measured deficits override the default loss share
Canopiq Copilot
Ask questions of the whole farm: what to fix first, why a field is stressed, which probes need attention. Answers cite finding IDs, and Copilot says so when the data can't answer.
- Offline mode answers from the record with no model
- Language-model mode is grounded in the same record
- Keeps unreviewed proposals separate from confirmed findings
Canopiq Field Tasks
Every confirmed finding becomes a field task with a priority, a response target, an owner and the evidence attached. Track open → in progress → done, export to your farm ERP, or print a scouting report.
- Response targets in hours, because crops don't wait
- Overdue flags against each priority's target
- Scouting report with every finding and value at risk
Canopiq Schedule
Turns probe trends and canopy temperature into per-valve run-time suggestions: more water where the canopy runs hot and probes dry out, less where they sit saturated.
Ships to pilot partners next. Suggestions are advisory: irrigation managers approve every change.
Canopiq Forecast
Uses the season's vigour trend and past harvest records to project end-of-season yield per field, for offtake contracts, input financing and insurance.
In development with pilot partners who have at least two seasons of harvest records.