The Acumen-10 Engine · Ten Governed Processes

Acumen-10: Provable AI for Federal Missions

Ten governed processes sit behind every decision. It corrects its own mistakes, flags what it isn’t sure about, and keeps a person in the loop on the calls that matter. Every step is sourced and logged, so the decision holds up when someone checks.

The SDVOSB federal AI builder and assessor.

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How Acumen-10 keeps a human in chargeStep 1 of 5
AI can speed up federal decisions, but it sometimes gets things wrong. Here is how Acumen-10 makes sure a person always catches the mistake before it counts.
Step 1
THE AI WRITES A RECOMMENDATION
Acumen-10 reads the file and suggests who should win. It is only a draft. Nothing is decided yet.
Example: a veteran-owned set-aside contract
WHAT THE AI SUGGESTED

Give the contract to Vendor A. They qualify as a service-disabled veteran-owned small business.

This is just the AI’s suggestion. A person still has to check it before anything happens.

Click through it one step at a time. Example for illustration.

Service-Disabled Veteran-Owned · Since 2010

The SDVOSB federal AI builder and assessor.

Encore Services LLC builds and assesses federal AI. The Encore Federal AI Readiness Audit (EFAIRA) is the same engineering discipline applied to contractor evaluations as the platforms Encore ships.

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Your Satisfaction Is Our Standard
“Since 2010, Encore has been committed to delivering exceptional performance and unmatched service. As we lead in AI technology for federal missions, we pledge that quality, accountability, and partnership will continue to define every engagement.”

Dr. Jeff Woodson
President & CEO

Corporate Profile

Production-grade AI for federal missions.

Encore is a Service-Disabled Veteran-Owned Small Business and AI technology solutions provider. We design, build, and deploy systems for federal agencies that move from concept to operational use.

Business Designations
  • Service-Disabled Veteran-Owned Small Business (SDVOSB)
  • Veteran-Owned Small Business (VOSB)
  • Small Disadvantaged Business (SDB)
  • Minority Business Enterprise (MBE)
  • CBSB & SBR
  • GSA Schedule 70 · #47QTCA18D00BX

Encore Services, LLC is a Service-Disabled Veteran-Owned Small Business (SDVOSB) delivering production-grade AI systems to federal agencies. Our focus is on platforms and software that move from concept to operational use.

Our work spans secure software development, cybersecurity engineering, accessibility compliance, and AI-driven mission systems for clients across defense, homeland security, and civilian government.

Headquartered in Maryland, Encore combines federal procurement fluency, deep AI engineering, and the disciplined speed of a small team to deliver outcomes our clients can put into production.

What We Bring to the Table

Engineering Discipline. Federal Fluency. Operational Outcomes.

Encore combines federal procurement fluency, modern AI engineering, and the disciplined speed of a small team. Our work doesn’t sit in a slide deck. It goes into production.

AI Engineering Depth

Modern AI infrastructure built by engineers who understand federal mission constraints, not just generative-AI demos.

Federal Fluency

Decades of combined experience navigating federal procurement, security frameworks, and compliance requirements.

Production Discipline

We design for operational use from day one. Every system Encore ships meets the standards of the agency that runs it.

Past Performance

Trusted by Mission-Focused Agencies

U.S. Department of Veterans Affairs
U.S. Department of Homeland Security
National Geospatial-Intelligence Agency
Transportation Security Agency
General Services Administration
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