Outcomes
Operational outcomes from design partner pilots.
Pilots are measured against operational outcomes, not vanity metrics. Each category reflects a real constraint in farm execution that AcreFrame is designed to address.
Measurement framework
What we measure, why it matters, and how we collect it.
| Category | Before state | Target state | Collection method |
|---|---|---|---|
| Coordination time | Work planned in one system, distributed by text/call/email across 2–5 channels | Work queued with context, constraints, and packets in one place | Time-in-motion observation + weekly team self-report |
| Packet completeness | Incomplete or missing field packets at start of shift | Each operator has field context, input specs, and boundaries before leaving | Pre-shift packet completeness audit via operator self-check |
| Weather-block detection | Operators often sent to fields during marginal weather | Blocked work flagged before dispatch; rescheduled automatically | Weather-block rate tracked against recommended application windows |
| Record completeness | Field records scattered across paper, photos, spreadsheets, and machine files | Every completed task linked to source artifacts, operator, time, and field | Record audit per operating cycle against documented plan |
| Source artifact linkage | Compliance or certification documents collected manually at end of season | Source artifacts attached to each execution record | Document completeness score per task and per field |
| Cost visibility | Actual costs visible only after season reconciliation | Per-task cost variance surfaced within days of completion | Cost data cross-referenced against executed work and input lots |
| Repeat work events | Mistimed or incomplete passes require redo | Blocked or incomplete work caught before dispatch | Task-state logs + operator feedback on repeat events |
| Accepted queue recommendations | No formal queue; dispatch decisions ad hoc | Manager reviews and accepts/rejects queue recommendations | Approval decision log + qualitative feedback |
| Operator handoff clarity | Incomplete or missing field packets at start of shift | Each operator has field context, input specs, and boundaries before leaving | Pre-shift packet completeness audit via operator self-check |
What we do not claim
- We do not claim guaranteed savings or cost reduction
- We do not claim guaranteed yield improvement
- We do not claim guaranteed compliance with any regulation
- We do not make autonomous agronomic decisions
- We do not replace licensed professionals
Illustrative operating examples only. AcreFrame is design-partner stage decision-support software. It does not guarantee savings, yield improvement, input reduction, compliance, safety, or legal outcomes. Regulated workflows require qualified human review and applicable source materials.
Baseline → pilot → outcome review
Map current execution loop. Measure coordination time, packet completeness, record quality, and cost visibility before AcreFrame.
Run operating queue with real tasks. Collect weekly feedback. Iterate packet format, approval gates, and constraint logic.
Compare pilot metrics to baseline. Document variance signals, record completeness, and operational friction reduction.
Why outcomes matter now
20–40%
Pilot hypothesis to measure: share of planned tasks requiring reschedule due to weather, equipment, or input constraints.
Source: AcreFrame pilot hypothesis
50–80%
Pilot hypothesis to measure: share of completed tasks lacking complete source-linked records before AcreFrame.
Source: AcreFrame pilot hypothesis
Pilot measurement checklist
Sample pilot report
AcreFrame Pilot Report
Sample preview. Not live customer data.Baseline loop
Plan created in spreadsheet. Weather checked via phone app. Crew texted at 06:00. Input inventory verified at shop. Records rebuilt from photos at end of day.
Friction points
- Weather window missed 3× due to late notification
- Input lot not verified before dispatch 2×
- Operator packet missing boundary reference 1×
- Record incomplete at end of shift 4×
Queue logic configured
Weather gate: wind < 15 mph, gust < 20 mph, rain < 10%, inversion low. Approval required for all crop protection. Input pull list generated 1 day before dispatch.
Packet examples delivered
Work packets for 12 tasks. Record packets for 9 completed tasks. Source artifact trails for 8 tasks. Variance panels for 6 tasks with cost data.
Measurement checklist
Next-cycle recommendations
Add equipment telematics ingestion. Expand queue to fertility tasks. Integrate scouting signal auto-intake. Review approval gate thresholds with licensed applicator.
AcreFrame does not guarantee savings, yield improvements, or compliance outcomes. All outcomes are directional and depend on operating conditions, data quality, and adoption. Decision-support and workflow coordination only.