Built around the way tactical teams reason.

Commander, deputy commander, battle captain

Operational picture degrades as reports pile up; what actually changed is hard to see in real time.

Ingest chat, reports, positions; suppress duplicates and stale traffic; surface changed-state with confidence.

Concise commander view: what changed, why it matters, what is unresolved.

[Insert validated time-to-understanding metric on representative data]

Battalion S2 and intelligence staff

Source context, confidence, and unresolved questions get lost between shifts and report cycles.

Normalize entities and events; keep evidence trail; flag contradictions and uncertainty.

S2 brief draft with source chips, confidence, and an unresolved-questions section.

[Insert evaluation with partner S2 team on exercise data]

S3 operations, fires, sustainment cells

Cross-cell traffic produces repetition; meaningful updates blur into volume.

Compress repeated and low-value traffic across cells while preserving handoff-critical changes.

Per-cell change feed with shared evidence references.

[Insert staff workload / repetition reduction measurement]

ISR analysts, reports cell

Structured sensor outputs and unstructured reports are reviewed separately.

Bring structured and unstructured updates into one evidence-aware workflow with shared entities.

Unified event view with sensor + report provenance.

[Insert dataset and reviewer agreement evaluation]

Forward staff under intermittent connectivity

Bandwidth and connectivity loss collapse the picture before they collapse the link.

Designed toward edge operation, prioritized sync of changed-state, and resilient evidence cache.

Bandwidth-aware update bundles with source trace preserved.

[Insert DDIL exercise evaluation when conducted]

Sustainment, plans cell

Adjacent workflow with overlapping evidence and changed-state needs.

[Validate mission fit] — exploratory; depends on partner workflow review.

[Define output with mission owner]

[Validate mission fit]