AGK9

Technology

Field robotics
orchestrated by AiFOS.

  1. 01

    Field

    Observe

  2. 02

    Edge

    Filter

  3. 03

    Cloud

    Organize

  4. 04

    Action

    Decide

AGK9 combines a production-capable robot, mission-specific sensors, edge intelligence, and AiFOS—the supervised orchestration layer for farm operations.

Architecture

FieldRobotPayloadWaterWhistle*EdgeFilterPrioritizeCacheAiFOSAgentsApprovalsWork ordersActionReportsVerificationLearning

* Planned integration · Conceptual architecture

Mobility & Autonomy

Repeatable missions in complex field environments.

  • Route planning
  • Supervised autonomy
  • Teleoperation fallback
  • Obstacle awareness
  • Geofencing
  • Mission logging
  • Battery and health monitoring
  • OTA updates

Final capabilities and specifications depend on the selected pilot configuration.

Sensor Stack

  • RGBPilot
  • ThermalPilot
  • Depth / LiDARPilot
  • GNSS / RTK where neededPilot
  • IMUPilot
  • Microphone / acoustic sensors where appropriatePilot
  • VIS-NIR spectral sensingPlanned
  • Gas or air-quality sensorsPlanned
  • Specialized agricultural or infrastructure sensorsPlanned

Principle: every sensor must support a defined decision, metric, or workflow.

Compute Split

Edge AI

Prioritize before data leaves the field

  • Route execution support
  • Basic perception
  • Data quality checks
  • Event tagging
  • Offline caching
  • Bandwidth-efficient upload

Human review remains part of early deployments and safety-critical decisions.

AiFOS

Coordinate signal to verified outcome

  • Context and rules layer
  • Agent-generated mission queue
  • Alert correlation
  • Multimodal evidence review
  • Recommendations with rationale
  • Human approval and override
  • Work orders and verification

AiFOS

Coordinate the farm from signal to verified outcome.

Agents may prioritize, propose, summarize, and coordinate. Safety-critical robot operation, equipment-control actions, agronomic treatment decisions, and other high-impact actions require the configured level of human authorization. AiFOS is an application and orchestration layer; it does not replace OEM robot safety controls, embedded firmware, or certified equipment controllers.

  • Irrigation Integrity Agent
  • Crop Scout Agent
  • Infrastructure Agent
  • Mission Operations Agent
  • Reporting and Follow-Up Agent

Integration Architecture

Open enough to fit the farm. Controlled enough to protect reliability.

Integrations may include WaterWhistle nodes, weather, pump or energy systems, farm maps, approved farm management platforms, robotics SDK/API, sensor payload interfaces, work-order systems, webhooks, and exports. AiFOS Agents should operate only through approved permissions, interfaces, and site-specific rules.

Discuss an Integration →

Safety

Safety is a deployment requirement

  • Site survey
  • Route approval
  • Geofencing
  • Speed limits
  • Human or animal detection
  • Emergency stop
  • Remote supervision
  • Mission time windows
  • Weather restrictions
  • Incident logs
  • Maintenance checks

Data Governance

Farm data must remain under clear control.

Customer contracts should define who owns raw farm data, who may access it, how it may be used for model improvement, retention periods, export and deletion rights, security controls, and the treatment of anonymized or aggregated information. AGK9 will not use customer-identifiable farm data for unrelated purposes without authorization.

Responsible Technology

AGK9 is limited to civilian agricultural and infrastructure applications. The company will screen advanced sensors, international supply chains, exports, and investments for applicable legal and compliance requirements. Prohibited uses include weaponization, military targeting, coercive surveillance, and unauthorized monitoring of people.

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Bring production capability, validated sensing, integration interfaces, or a defined field problem worth solving.

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