integration options

Designed to Integrate Into Existing Systems

Field IQ modules emit structured, deterministic outputs designed to slot into existing pipelines without architectural disruption.

integration models

Built to Fit Existing Environments

Field IQ modules are designed to integrate into existing systems without forcing architectural change. Deployment models vary by environment, but outputs remain consistent and deterministic across configurations.

Standalone Python Module

Deployed directly into Python-based pipelines for local analysis, batch processing, or evaluation workflows.

Containerized Service

Packaged for on-prem or private deployments with no external dependencies.

Air-Gapped Deployment

Designed to operate fully offline in restricted and disconnected environments.

API-Ready Integration

Structured JSON outputs designed for downstream systems and dashboards.

data interfaces

Inputs and Outputs, Clearly Defined

Field IQ accepts structured telemetry inputs and emits structured outputs designed for downstream use. Formats vary by deployment, but object structure remains consistent.

Inputs

CSV
JSON
Parquet
KML/KMZ
Other structured telemetry formats

Outputs

Structured JSON events
Aggregated summaries
Optional PDF artifacts for review and reporting

structured outputs

Deterministic, Auditable Objects

The examples below are illustrative. Field names, thresholds, and values vary by deployment and doctrine configuration.

Deviation Event

{
  "event_id": "dev-01492",
  "type": "route_deviation",
  "planned_segment_id": "seg-03",
  "observed_segment_id": "seg-05",
  "deviation_start_utc": "2025-01-14T19:42:11Z",
  "deviation_duration_sec": 128,
  "recovered": true,
  "confidence": 0.97
}

Execution Summary

{
  "mission_id": "mission-redacted",
  "planned_distance_m": 12450,
  "executed_distance_m": 13102,
  "alignment_score": 0.91,
  "first_deviation_offset_sec": 342,
  "total_deviations": 3
}

Readiness Summary

{
  "signal": "early_deviation_onset",
  "severity": "medium",
  "doctrine_threshold_sec": 300,
  "observed_sec": 342,
  "actionable": true
}

determinism & control

Predictable Behavior By Design

Deterministic outputs across runs
No external calls
Core logic remains consistent across deployments
Thresholds configurable via configuration files
Outputs designed for audit and review

Designed for Restricted Environments

Field IQ is designed to operate within constrained and security-sensitive environments without reliance on external services.

Fully offline operation supported
No cloud dependency required
No telemetry exfiltration
Compatible with restericted and air-gapped deployments

Deployment models and configurations vary by environment and mission constraints.

Discuss Your Use Case