Most labeling vendors can’t operate where the data lives
Commercial labeling stacks assume cloud SaaS, offshore workforces, and data that travels – assumptions your accreditation boundary rejects on page one.
Mission-Ready AI Data,
Securely Delivered
Geospatial, ISR, and text intelligence annotated by a vetted workforce – with deployment models built for classified environments.
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Operational priorities
A data operation designed for mission constraints
The conditions that separate a durable data operation from a one-off labeling project.
Rare classes need concentrated QA
The object classes that matter most are the ones with the fewest examples – and sampling-based QA never looks at enough of them.
Routine annotation lands on cleared analysts
Cleared analysts are the most expensive labeling workforce in existence, and routine annotation consumes hours meant for interpretation.
Capabilities
What we deliver for defense & gov teams
Intelligence data
Geospatial & ISR annotation
Label satellite, aerial, full-motion video, and text intelligence securely.
Deployment
Secure by design
Deploy on-premise or air-gapped with vetted personnel and custody records.
Quality
Mission-grade QA
Apply consensus review, gold standards, and item-level audit trails.
Evaluation
Model evals & error analysis
Expose where mission models are blind – error analysis and red-team evaluation sets.
The Loop
From accreditation to fielded model
The loop runs inside your perimeter, and every stage leaves a record your audit can follow.
Accreditation & setup
Deployment model, personnel vetting, and data-handling rules agreed with your security team before any data moves.
Guideline calibration
Gold sets built with your subject-matter experts; reviewer accuracy measured against them before production begins.
Production annotation
Detection, tracking, and text-intelligence labeling at volume – inside your enclave, with chain of custody on every asset.
Evals & re-tasking
Object-level error analysis identifies weak classes; the next annotation tasking targets those gaps.
One accountable partner
Built for the mission AI lead
The whole data pipeline runs inside your perimeter and answers to your audit.
Talk deployment first
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Build frontier AI
on better data
Platform, experts, and workflows – unified in one secure infrastructure.