Post-Mission Evaluation Support for AAR and Readiness Review

Turn existing exercise data into evidence-backed findings for AAR and post-exercise review.

Post-mission. Read-only. Supports evaluator judgment and mission command.

3D mountainous terrain map with a plotted route and coordinates N 34° 12' 45.6" E 68° 52' 19.3".
the problem

In training, evaluation, and exercise environments, post-mission review often relies on manual reconstruction and subjective interpretation. Observer Controllers and evaluators may already have the data they need, but turning it into consistent, defensible AAR outputs still takes time.

Field IQ reduces that burden by turning existing exercise data into evidence-backed findings for post-exercise review.

Where Field IQ Fits

Field IQ fits into the post-mission evaluation workflow, helping Observer Controllers and evaluators turn existing exercise data into evidence-backed findings for AAR and readiness review.

Diagram showing where Field IQ fits in the post-mission evaluation workflow: existing exercise data is captured, Field IQ structures post-mission findings, OCs and evaluators review evidence-backed findings for AAR and post-exercise assessment, and leadership reviews and decides. Includes note that Field IQ is post-mission only, supports evaluator judgment and mission command, does not automate grading, and does not issue operational directives.
post-mission evaluation support

Built for Defensible Post-Mission Review

When review starts with manual reconstruction, clarity comes late. Field IQ reduces evaluator burden by turning existing exercise data into evidence-backed findings for AAR and post-exercise review.

Field IQ operates as a post-mission evaluation support layer for training, certification, experimentation, and test environments.
Deterministic Review Outputs

Field IQ structures movement, timing, dwell, and readiness-relevant indicators using deterministic, explainable logic.

Outputs are consistent across repeat runs, traceable to source data, and designed for defensible evaluation.

Evaluator-Centered Interpretation

Field IQ turns existing exercise data into findings that Observer Controllers, instructors, and evaluators can actually use.

It surfaces movement patterns, timing variance, dwell, and plan-relative comparison when mission plan data is available.

Modular Integration

Field IQ fits into existing dashboards, training tools, and evaluation workflows without forcing platform migration or workflow replacement.

Teams can adopt capability incrementally in customer-controlled environments.

Best-Fit Users and Environments

Designed for teams responsible for post-mission evaluation, AAR, and readiness review in training, certification, experimentation, and test environments.

  • Observer Controllers and evaluator teams
  • AAR and debrief workflows
  • Training and certification exercises
  • Test and evaluation environments
  • Experimentation and assessment exercises
Modular evaluation modules

Post-Mission Findings. Reduced Ambiguity.

image of delivery route map (for a courier & delivery service)
Route deviation review

Deviation surfaced for evaluator review

When mission plan or route geometry is available, Field IQ highlights deviations between planned and actual execution so evaluators can support AAR and post-exercise review with evidence-backed findings.

Post-mission only. Supports evaluator judgment and mission command.
harvest monitoring tablet device
[digital project]
READINESS INDICATOR LAYER

Readiness-relevant indicators with supporting rationale

Field IQ produces structured, repeatable readiness-relevant indicators linked to supporting rationale so evaluators can use them in AAR and post-exercise review.

Post-mission only. Supports evaluator judgment and mission command.
[digital project]
Data Quality & Confidence

Data confidence made explicit

Detect noise, gaps, and sampling issues in source data so evaluators understand how much confidence to place in each run, reducing false certainty and audit risk.

Post-mission only. Supports evaluator judgment and mission command.

How Field IQ Supports Post-Mission Review

Movement Pattern Shift

When movement slows, pauses, or becomes inconsistent near a decision point, Field IQ surfaces the change for evaluator review using observable post-mission data.

These movement-pattern shifts are identified automatically so evaluators can see where execution changed, not just where the route moved.

Deviation Around an Obstacle

When mission plan or route geometry is available, Field IQ highlights where actual movement diverged from the planned route and surfaces the change for evaluator review.

Evaluators can distinguish adaptive movement from route error using observable evidence rather than assumption.

Dwell at a High-Interest Location

Extended stopping is surfaced as a dwell event for evaluator review.

Field IQ identifies dwell points and shows how they affected pace, exposure, and mission flow using observable post-mission data.

Readiness Review Summary

Field IQ brings movement patterns, deviation events, dwell, and supporting rationale into a structured readiness review output.

Evaluators get a faster, more defensible view of performance across routes, scenarios, and exercise events without manual reconstruction.

Integration without disruption

Built to Integrate, Not to Replace.

Field IQ plugs directly into the systems you already run, without forcing platform migration or workflow disruption.

Field IQ does not:
Two transparent glowing blue cubes connected by a single glowing line on a dark grid background.

Seamless System Integration

Connects directly to the systems teams already rely on, without forcing platform migration or workflow changes.

Evidence-backed findings and review outputs can be delivered into existing dashboards, mission tools, or evaluation workflows, where teams already conduct post-mission review.

Glowing blue microchip with the letters API at the center, connected to circuit lines on a dark background.

Lightweight API Deployment

Exposes a minimal, deterministic API that teams can validate quickly without standing up new infrastructure.

Review outputs can be routed into existing systems immediately, allowing teams to validate value before committing to deeper integration work.

Glowing blue 3D cube with three arrows pointing outward from its center along the x, y, and z axes on a dark background.

Zero-Friction Scalability

Scales by adding capability, not complexity. Teams can expand from a narrow evaluation use case to broader post-mission review workflows without reconfiguration or retraining.

As adoption expands, the evaluation model remains consistent, preserving trust in outputs over time.

image of a traffic control center
Decision-time interpretation

Post-Mission Review When It Still Matters

Existing exercise data becomes useful when it is turned into evidence-backed findings that evaluators can use in AAR and post-exercise review.

Field IQ surfaces post-mission findings quickly, without replacing evaluator judgment or existing workflows.

Scoped evaluation. No platform replacement required.
Message received. We’ll respond soon.
image of telephone and computer on desk (for a law firm)
Submission failed. Check required fields.

Start a Field IQ Conversation

Whether you’re exploring pilot fit, workflow integration, or post-mission evaluation use cases, we can help determine where Field IQ fits and what a narrow first deployment could look like.

Conversations typically focus on evaluation workflows, AAR support, integration into existing systems, and pilot scope for training, test, or experimentation environments.

Secure transfer options are available on request.

Legal Entity: Field IQ Systems LLC
UEI: TNUQSL6AP3K1
CAGE: 19P73

POST-MISSION EVALUATION SUPPORT, DEPLOYED WITH CARE

Frequently Asked Questions

Clear answers on deployment, integration, and operational fit.

Does Field IQ replace our existing systems?

No. Field IQ is designed to integrate with existing mission, training, and reporting workflows. It works alongside current systems as a post-mission evaluation support layer rather than replacing them.

How does Field IQ use AI?

Field IQ’s core evaluation outputs are deterministic and explainable. Any bounded AI use, where enabled, supports assistive detection or classification and does not alter core evaluation logic, thresholds, or decision authority.

Does Field IQ make decisions or replace human judgment?

No. Field IQ supports evaluator judgment and mission command in post-mission review. Final judgment, scoring, and adjudication remain with instructors, evaluators, or command authorities.

Can Field IQ operate in offline or restricted environments?

Yes. Field IQ can be deployed in customer-controlled environments, including secure and contested / DDIL environments, subject to deployment architecture and mission requirements. It does not require application-level external network calls to perform core evaluation functions.

How long does deployment take?

Most deployments take days, not months, depending on data readiness and integration scope. Field IQ integrates directly into existing workflows without disruption.

What does Field IQ not do?

Field IQ does not replace instructors, evaluators, or command judgment. It does not issue operational directives, automate grading, or generate pass/fail outcomes. It provides post-mission evaluation support and evidence-backed findings for human review.