Expressible
Solutions

Eight missions, one governed substrate.

Each solution is the same platform — Council, governed agents, audit-defensible records — configured to a different mission. We bring the platform; you bring your data; we deliver the outcome. The system recommends and evidences; your people decide and attest. Each is a configuration of the same substrate, scoped and matured with you per engagement.

Defense & federal · Cyber accreditation

RMF / ATO pre-adjudication

Accreditation documentation produced under time pressure is often thin on evidence — and the gaps surface late, during formal assessment, consuming scarce assessor capacity and delaying authorization.

  • Retrieves the governing control and assessment objectives for each statement
  • Tests evidence-sufficiency, not just whether a narrative exists
  • Emits a confidence-scored, source-traceable, human-attested pre-adjudication record before formal review

Configured with: Review perspectives from the library, configured to your control catalog and attestation role

Federal · Enforcement

Audit-defensible enforcement & referral packages

Enforcement actions taken on the strength of an opaque risk score struggle to survive administrative protest or judicial challenge.

  • Enriches each case with approved, public-source evidence
  • Runs a multi-perspective deliberation with a documented adversarial counter-case
  • Outputs a referral package with claim-level citations and preserved dissent

Configured with: Review perspectives from the library, configured to your case corpora and referral workflow

State & local · Municipal

Governed AI research assistant

A trustworthy first AI project: staff and the public need answers they can rely on, with no tolerance for hallucination.

  • Answers grounded only in your documents — every answer cited
  • Says "I don't have a confident answer — here's who to contact" rather than guess
  • Role-aware private and public assistants, with an append-only audit log

Configured with: Grounded-retrieval perspectives · your document corpus · public & staff role profiles

Judicial & federal civilian

Contract & policy intelligence

Inconsistent manual interpretation of policy across thousands of interactions creates audit and protest exposure.

  • Extracts contract metadata and reviews against approved templates with deviation flagging
  • Policy-grounded guidance with citations and a complete decision trail
  • Augments existing systems — the system supports the decision, it does not make it

Configured with: Policy-compliance & deviation perspectives · approved-template corpus · reviewer approval workflow

Defense · Autonomy

Runtime-assured autonomy

Nondeterministic autonomy outputs are hard to certify and field, because there is no evidence layer a reviewer can authorize against.

  • Evaluates each autonomy output across named safety criteria, preserving dissent
  • Emits an audit-defensible decision trace with one-operation rollback
  • The certification-evidence layer under your autonomy stack — not a competitor to it

Configured with: Review perspectives from the library, configured to your safety criteria and reviewer role

Defense · Tactical

Tactical decision support

Operators need evidence-grounded, attributable recommendations under compressed timelines — that the chain of command can trust and authorize.

  • Domain fine-tuning plus retrieval with claim-level citation
  • Multi-perspective review producing an audit-defensible decision record
  • The trust layer that lets the chain of command authorize agent outputs

Configured with: Review perspectives from the library, configured to your doctrine, data, and authorizing role

Defense & civil space · Code

Traceable legacy modernization

Engineer time is the constraint, backward compatibility is mandatory, and every AI-proposed code change has to be reviewable.

  • AI proposes transformations; it never auto-applies them
  • Named validation gates — equivalence, performance, security, compatibility, maintainability
  • Audit-ready evolution history with one-operation rollback

Configured with: Equivalence, performance & maintainability gates · your codebase · engineer authorization

Higher ed & regulated enterprise

On-prem / air-gapped AI analytics

Cloud AI tools forced on-premises tend to fail — models too large, integration brittle, lock-in looming.

  • A containerized pipeline that runs entirely on your hardware
  • A two-model architecture: a capable LLM plus lightweight local classifiers your staff can retrain
  • Integrates with your existing data and BI; your team is self-sufficient at handover

Configured with: Classification & narrative perspectives · your data corpus · staff-operated review

Don't see your mission?

The substrate is the same. If your mission needs governed, audit-defensible AI deployed inside your boundary, we can configure it to your domain.