integration options

Designed to Integrate Into Existing Systems

Field IQ produces structured, deterministic outputs that fit into existing mission, training, and evaluation workflows 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, deterministic, and traceable 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 required external dependencies.

Secure / Contested Deployment

Designed for deployment in secure and contested / DDIL environments.

API-Ready Integration

Structured JSON outputs designed for downstream systems, dashboards, and review workflows.

data interfaces

Inputs and Outputs, Clearly Defined

Field IQ accepts structured source-data inputs and produces structured outputs for downstream use. Formats vary by deployment, but object structure and output logic remain consistent.

Inputs

CSV
JSON
Parquet
KML/KMZ
Other structured source-data formats

Outputs

Structured JSON events
Aggregated review outputs
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, while core output logic remains fixed.

Deviation Event

{
  "event_id": "dev-01492",
  "deviation_type": "MAJOR",          // Major / Minor / Dwell / Drift
  "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_badge": "HIGH"          // ordinal: HIGH / MEDIUM / LOW
}

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",
  "impact_band": "ELEVATED",
  "doctrine_threshold_sec": 300,
  "observed_sec": 342,
  "requires_review": 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