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A short gallery of what the “every figure is sourced” promise actually looks like inside the app: a real Polygon Mainnet receipt, an honest NDVI data-source label, an AI recommendation with inline citations, and a per-hive audit trail.
The examples below use a realistic but synthetic 4-yard, 47-hive Pennsylvania sideliner operation (zone 6b) so the numbers are specific without exposing any real producer's data.
Example 1
When you anchor a honey batch, HiveMasterPro writes a hash of the batch manifest (lot ID, harvest dates, contributing apiaries, HMF + moisture readings, treatment-clear declaration) to Polygon Mainnet. The receipt below is the exact card the public verification page shows. Anyone can re-derive the hash and verify the transaction on PolygonScan without an app account.
Batch
HMP-2026-PA-BL-014
Black Locust · Spring 2026 · Centre County, PA
Contributing yards (4)
Customers scan the QR on the jar → land on a public verification page → click through to PolygonScan to confirm the transaction. No wallet, no account, no app install required. Credit packs cover gas; producers never touch crypto.
Example 2
Every forage card shows the underlying data source and labels each figure as measured or estimated so you always know how solid the picture is. NDVI from NASA / ORNL DAAC MODIS is real per-pixel measurement. The Planet Labs Basemaps signal is a daily high-resolution mosaic and is a vegetation-signal proxy, not a true NDVI.
Orchard South · 8 mi²
Strong forageSource: NASA / ORNL DAAC MODIS · measured· refreshed 2026-05-15 06:00 UTC
Source: Planet Labs Basemaps v1 quad L15-2089E-3015N · estimated· mosaic captured 2026-05-14
Source: USDA NASS CropScape (CDL) 2025 release · measured
Riverside Pasture · 8 mi²
Moderate forageSource: NASA / ORNL DAAC MODIS · measured· refreshed 2026-05-15 06:00 UTC
Source: Planet Labs Basemaps v1 quad L15-2090E-3014N · estimated· mosaic captured 2026-05-14
Source: GDD bloom model × iNaturalist sightings (CC-BY-NC) · estimated
Example 3
The Hive Advisor never gives a recommendation without telling you which inputs it used and how recent they are. If a required input is missing (e.g. no Varroa wash in the last 21 days) the assistant says so explicitly instead of guessing.
Hive Advisor · Hive #12 (Carniolan, North Field)
Carniolan queen marked blue (2025), 7 frames brood, 14 months old
You asked
Should I treat Hive #12 with formic acid this week, or wait until after the black locust flow?
Recommendation
Wait until after the flow. Hive #12's most recent alcohol wash came back at 1.8 mites / 100on 2026-04-28, well below the 3.0 spring threshold. Black locust is at peak bloom in Centre County right now and forecast to taper by 2026-05-22. Formic Pro's label restricts application during a major nectar flow, and your daytime highs are forecast at 86°F on Sat/Sun — above the 85°F upper limit. Plan oxalic acid vapor for the broodless window after the post-flow queen requeen on 2026-05-24.
Model used: Anthropic Claude (vision + reasoning) with Google Gemini verification pass. Fallback layer (xAI Grok grok-4.3) was not triggered for this request.
Data-sufficiency note
No recent powdered-sugar roll has been logged for Hive #12. If you'd like a second data point before the post-flow treatment window, run a sugar roll between 2026-05-25 and 2026-05-28 and ask me to revisit this recommendation.
Example 4
Every inspection HiveMasterPro records keeps a full, append-only history: who, when, where, what changed, what AI analysis ran, and the source data the AI saw. The trail below is the actual history for Hive #12's 2026-05-08 inspection.
2026-05-08 09:14:02 EDT
Jake M. (Field Beekeeper) · Yard AR open
GPS lock 40.79042 / -77.85781 (3.2 m accuracy) → auto-identified Hive #12 (North Field). Visit auto-logged.
2026-05-08 09:14:48 EDT
Jake M. · Inspection started
Quick inspection mode, temperature 71°F (Open-Meteo, lat/lon as above, fetched 09:14:46 EDT).
2026-05-08 09:17:11 EDT
Jake M. · Frame photo captured
frame_04.jpg · 4032×3024 · SHA-256 0x3e1f...c7a2 · uploaded via PowerSync queue.
2026-05-08 09:17:42 EDT
AI (Anthropic Claude + Roboflow CV) · Photo analysis complete
Capped brood 42%, honey 28%, queen detected (92% conf, blue mark), 2 varroa visible (~1.4% est.), pattern solid. Confirmed by Google Gemini verification pass.
2026-05-08 09:18:09 EDT
Jake M. · Apply findings to form
AI output mapped to inspection fields; Jake reviewed, kept 6 of 7 values, edited "Brood pattern" from "Solid" to "Solid (small drone band, top)".
2026-05-08 09:20:33 EDT
Jake M. · Inspection saved
Offline queue commit; synced 11:42 EDT when truck reached signal. Audit row written to inspection_events with full diff.
2026-05-08 11:42:14 EDT
System (PowerSync merge) · Sync complete
No conflicts. Hive #12 health score recomputed: 82 → 84. Regional Intelligence contribution submitted (anonymized).
The full audit log is exportable as JSON or CSV for any inspection, treatment, harvest, or sale. ELAP and CFIA exports pull from the same backing tables, so the trail you see in-app is the same trail your insurance adjuster or auditor sees.
Every number on this page comes from a synthetic operation, but the sourcing, labeling, and audit behavior are exactly what the app produces from real data.