EBK

Government practice

EBK Public Sector

American-built AI for public missions: federal, state and local.

Governed, auditable AI grounded in quantitative research on decisions under uncertainty. We work with agencies and team with prime contractors as their AI engineering partner.

Capability statement (PDF) Discuss teaming
UEI JQTMTJ6F7PL3CAGE 20FZ2NAICS 541511 · 541512 · 541690 · 541715 · 518210

Auditable decision support

Decisions you can defend.

Analyses of alternatives, source selections and trade studies need more than a fast answer. They need to show their work. We build AI-assisted decision support in which:

  • Criteria and the evidence each one requires are written down before options are scored.
  • Agents gather evidence through MCP connectors and cite every source.
  • Deterministic code, not the language model, computes every score.
  • Sensitivity analysis shows what would change the recommendation.
  • A person approves each consequential step, and every action is logged.
  • The same inputs produce the same outputs.
Exploded wireframe of a decision package: sources, evidence, criteria and scores stacked above a signed package, with a red line tracing one fact from its source document to the signature.
Every number traces back to its source.
Wireframe surface showing how preferable two options are as priorities shift, with a red crease where the recommendation changes.
Sensitivity analysis shows where the recommendation changes.

Core competencies

What we self-perform.

Agents

Governed AI agents

Agents built on an authorized commercial AI product, with human approval at consequential steps and deterministic code checking every number the model produces.

Integration

MCP connectors

Model Context Protocol connectors into existing systems, read-only by default, behind OAuth, and portable across AI vendors.

Assurance

Evaluation & regression testing

Evaluation harnesses and regression suites covering field accuracy, fabricated values, escalation behavior, prompt injection, and unapproved writes.

Data

Data engineering with provenance

Pipelines that unify many sources and keep a source citation on every record. Our public-records engine spans 20 jurisdictions.

Reference architecture

A governed agent, end to end.

How we structure a deployment. The agency's authorized AI product stays in charge of identity, audit and metering. We add the agent, the connectors, the approval step and the evidence.

Reference architecture: agency users work through an authorized AI product with native SSO, audit and metering. A governed agent reads agency systems through read-only MCP connectors. Writes pass through human approval. OpenTelemetry traces feed audit and drift detection. An evaluation harness gates release to production, and full code goes to the Government repository. Agencyusers Authorized AI product Native SSO · audit · metering Governed agent AI extracts · code verifies MCP connectors Read-only by default Read Agency systemsof record Human approval Consequential steps OK Proposed write OpenTelemetry traces → audit · drift detection Evaluation harness Evaluation gates Production Full code →Government repository
  1. Agency users work in the authorized AI product. Its native SSO, audit log and metering stay in charge.
  2. Governed agent: the AI extracts, deterministic code verifies.
  3. MCP connectors read agency systems of record. Read-only by default.
  4. Human approval before any consequential step or write.
  5. OpenTelemetry traces for audit and drift detection.
  6. Evaluation harness and gates before production.
  7. Full code delivered to the Government's repository.

Evaluation gates

Production is earned.

A system reaches production only after it clears every gate. The gates come from our research on testing whether a result is real.

Our evaluation methods

Systems we have built

  1. Field accuracyRequired
  2. Zero fabricated valuesRequired
  3. Safe escalationRequired
  4. Prompt-injection resistanceRequired
  5. No unapproved writesRequired

Company data

For contracting officers and primes.

Legal name
EBK LLC
UEI
JQTMTJ6F7PL3
CAGE
20FZ2
NAICS
541511 · 541512 · 541690 · 541715 · 518210
Address
14901 N Scottsdale Rd, Suite 200, Scottsdale, AZ 85254

Teaming

The AI engineering seat on your team.

We bring the agents, the connectors and the evaluation evidence.

Capability statement (PDF) Email ebk@ebk.tech