Run your farm AIs with confidence.

Overlook unifies the visibility, controls, and collaboration you need to manage risk and deliver measurable impact from every operating AI—whether built in‑house or provided by a vendor.

Yield lift
Pack‑out %
Brix within spec
MAPE (harvest timing)
Water/energy per kg
False reject rate
Heat‑stress alerts lead‑time
Abstract agriculture dashboard showing guardrails and outcomes

Visibility • Controls • Collaboration

Visibility

A live AI Registry maps every model and module by purpose, location, owner, inputs, actions, and SLA. Impact is rolled up to a portfolio dashboard.

Controls

Guardrails, staged approvals, change control, and a per‑AI kill switch prevent surprises and enforce policy in production.

Collaboration

When confidence drops or guardrails trip, Overlook routes to the right expert with context, recourse, and tracked overrides.

How it works

  1. Connect

    Connect data and decisions from your AIs (internal and vendor) using native connectors.

  2. Govern

    Govern with purpose‑level guardrails, approvals, and scenario tests aligned to outcomes.

  3. Prove

    Prove impact with traceable evidence, auditor‑ready packets, and buyer‑grade reporting.

Purpose‑level modules

Plant vision & QA

Examples: Leaf/fruit inspection, Pack QA, Foreign object detection

Inputs: RGB/NIR cameras, Line telemetry

Actions: Review queue, Reject/accept, Retrain request

KPIs: Recall ≥95%, False reject ≤1.5%, Review SLA ≤2h, Traceability 100%

CEA control

Examples: Climate recipes, Irrigation scheduling

Inputs: Sensors (VPD/EC/Temp), Weather

Actions: Setpoint update, Valve control

KPIs: Yield/room/day, Energy/kg, Within-bounds %

Harvest timing & yield/size

Examples: Size curves, Ripeness

Inputs: Imagery, Historical picks

Actions: Crew scheduling, Block sequencing

KPIs: MAPE (harvest timing), Pack‑out %

Dairy insights

Examples: Heat‑stress, Fertility alerts

Inputs: Collar telemetry, Weather

Actions: Vet workflow, Treatment compliance

KPIs: Alert precision/recall, Lead‑time

Evidence & compliance

Scenario library

HeatwaveSensor dropoutNew cultivarPackhouse capacityCollar offlineCloud‑gap for satellite

Vendor governance

  • Runtime logging & shadow tests
  • Guardrail enforcement
  • Contract‑mirrored SLAs (latency, uptime, update notice, rollback, data residency)
  • Compare vendor vs internal with safe A/Bs

Integrations

SCADA/PLCsGrow‑room sensorsCamerasGreenhouse OSERP/FMSWeatherSatellite & dronesDairy collarsNIR devicesPackhouse lines

Outcomes that matter

Yield/room/day
Pack‑out %
Brix within spec
Harvest/size MAPE
Reschedule approvals <24h
Water/energy per kg
Alert precision/recall
Guardrail hits & override rate

Use cases

  • Standard guardrails (VPD/EC bounds, ramp rates)
  • Heatwave scenarios
  • Recipe change approvals
  • Energy per kg tracking
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FAQ

How does Overlook connect to vendor AIs?

Via connectors and API wrappers with runtime logging, guardrails, and shadow tests. Contracts can be mirrored as SLAs.

Can we block an update until tests pass?

Yes. Staged approvals and scenario tests block promotion until pass criteria are met. Results are stored as evidence.

How are guardrails defined?

Guardrails are set per purpose (policy-as-code) with thresholds, human-in-loop steps, and fallbacks.

What evidence is exportable for buyers/auditors?

One‑click packets (buyers, auditors, board) plus CSV exports; all decisions are traceable.

How do you handle privacy and data residency?

Role‑based access, regional hosting, retention controls, and audit logs for every decision, override, and export.

Run your farm AIs with confidence.