The problem
Subsea search teams collect large volumes of sensor data, then manually hunt for the few frames that matter.
LiquidShell
AI target intelligence for subsea search and recovery.
Turn sonar, radar, ROV video, and streamed subsea data into ranked targets, operator-ready reports, and next-best inspection decisions.
analyze this side-scan pass and rank inspection targets
tool timeline
sonar_segmentertrained_model
target_rankerranked
mission_reporterready
top target
T-0010.78
enginetrained_model
report caveat
inspection planning onlyreview
Operators already have sensors. They need target intelligence.
LiquidShell is licensed software for teams with ROVs, AUVs, towfish sonar, crews, vessels, and messy subsea datasets. It does not claim command authority over real equipment.
The product
Chat or speak to an agent that routes sonar, video, stream, ranking, and report tasks to typed tools.
The boundary
Every output carries an engine label, caveat, evidence artifact, and human-review requirement.
A visible route from operator request to inspection decision.
Upload or stream
Bring sonar imagery, ROV frames, radar-like contacts, or a simulated fixture stream.
Tool routing
The deterministic POC router calls modality-specific tools through typed contracts.
Rank targets
Candidates are scored with confidence, area, rationale, caveats, and source evidence.
Report
Mission reports include artifacts, engine labels, recommended inspection actions, and review notes.
Built for search, survey, recovery, and inspection teams.
The first wedge is small-to-mid operators with real sonar or ROV data but no enterprise AI perception stack: inspection, search and recovery, environmental survey, aquaculture, and waterfront infrastructure teams.
Search and recovery
Turn side-scan passes into candidate regions for operator triage.
Next-best inspection
Rank likely targets so crews know where to spend scarce inspection time.
Evidence reports
Create concise reports from structured evidence without claiming legal conclusions.
Try us out: send one messy scan.
Send one old non-sensitive sonar scan, ROV clip, target screenshot, or report. We will process it through the prototype and return a sample evidence packet with target candidates, caveats, and a report draft.