Capability 05
AI-enabled functions & bounded prototypes
Retrieval, classification, drafting, and review-support functions with the human decision kept visible.

OutcomeA reproducible prototype on public or synthetic data, an evaluation record against agreed cases, and a decision memo on whether to proceed.
What this covers
Document search and summarization for case workers, classification and routing of incoming requests, first-draft generation for routine correspondence, and review support that flags what a person should look at. Each function is scoped to a named user and a named decision.
Guardrails that are part of the scope
- Public or synthetic data by default. Production or sensitive data requires a buyer-approved data, hosting, security, and privacy path before use.
- A human decision stays visible. The function recommends; a person decides, and the record shows who did.
- Evaluation before expansion. The prototype is measured against agreed cases and the results are delivered, including the misses.
Where BCA fits
A bounded assessment and prototype is a natural micro-purchase or simplified acquisition. Inside a larger program, it is a discrete work package that lets a prime or agency test an AI function without committing the platform.
Outcomes
What changes once the work is accepted.
- The agency learns whether an AI function is worth pursuing before committing a platform or budget.
- The human decision stays visible in the record, with the function recommending and a person deciding.
- Evaluation results, including misses, are documented against agreed cases.
- Deployment gaps, risks, and data requirements are written down for the go/no-go decision.
Typical deliverables
Named the way they appear in a scope.
- Use-case framing and risk boundary
- The named user, the decision supported, the data boundary, and the failure-handling rules.
- Evaluation criteria and test cases
- Agreed before the build, so results are measured rather than demonstrated.
- Reproducible prototype
- Built on public or synthetic data and runnable again by the agency.
- Evaluation record
- Observed results against every agreed case, including failures.
- Deployment-gap analysis and go/no-go memo
- What production would require in data, hosting, security, privacy, and oversight.
How engagements work
Three common ways this capability is bought.
Each starts with a written scope, deliverables, and acceptance evidence. Thresholds and authorities are on the federal agencies page.
Micro-purchase or simplified acquisition
A bounded assessment and prototype for one named function on synthetic data, with an evaluation record and a go/no-go memo, scoped to fit under the threshold.
How micro-purchase works with BCASubcontract work package
A discrete AI prototype or evaluation package inside a prime's program, letting the prime and agency test a function without committing the platform.
The six-part work-package modelSources sought and RFI response
BCA responds with a framed use case, the evaluation approach, the data it would and would not use, and the human-review design.
What BCA sends back
Capability limits
What BCA will not claim or perform here.
Stated before award so the file, the compliance matrix, and the work all match.
- Prototypes use public or synthetic data by default. Production or sensitive data requires a buyer-approved data, hosting, security, and privacy path.
- BCA does not operate production AI systems or hold an authorization to do so.
- AI functions support a human decision. BCA does not build functions that make final determinations about members of the public.
Company-wide boundaries
- No federal contract past performance yet. Commercial delivery and owned-system evidence are labeled on the past performance page.
- No personnel or facility security clearance. Unclassified work only.
- No FedRAMP authorization, agency ATO, CMMC certification, ISO certification, or SOC 2 report. BCA works inside the boundary the agency or prime authorizes.
- Not a GSA Multiple Award Schedule holder.
Other capabilities
- Custom software & application development
- Public websites, portals & Section 508 accessibility
- Workflow automation, intake & routing
- Data integration, reporting & dashboards
- Testing, documentation, training & handoff
For Arizona firms: the commercial version
Next step
Send the requirement. We reply with a bounded scope and evidence, not a pitch.
A sources-sought notice, a section of a statement of work, or a one-paragraph problem description is enough to start. Expect a written response within two business days.
