BION GenAI Foundry
Address your agency's unique challenges with scalable AI, infused with CMMI ML5 processes designed to transform the way the federal government delivers its mission and protects its citizens.
Guided by BI's strategic AI Advisory Board
Address your agency's unique challenges with scalable AI, infused with CMMI ML5 processes — designed to transform the way the federal government delivers its mission and protects its citizens.
What this practice delivers.
BION is designed to ensure that governance standards and agency stakeholder concerns are prioritized during AI generation, tool development, and deployment processes.
AI lifecycle
Discovery, design, build, evaluate, deploy, monitor one accountable loop.
Explainability
Model cards, lineage, and decision rationales ready for the audit.
Ethics & bias review
Standing review boards on every high stakes workflow.
Provenance & controls
Data, model, and artifact provenance written in at ingestion.
Retrieval augmented
Grounded answers on mission corpora classified or open.
Human in the loop
Analyst confirmation queues for irreversible actions.
Secure fine tuning
Parameter efficient tuning on isolated tenants, no leakage.
BI AI Advisory
Policy, posture, and adoption strategy from standing SMEs.
Engaged across the mission.
- 01Agency specific generative AI platforms
- 02Retrieval augmented generation on classified corpora
- 03Responsible AI governance & model risk management
- 04Human in the loop workflows for high stakes decisions
- 05Secure fine tuning & model evaluation pipelines
- 06BI AI Advisory strategy, policy, and adoption
Analyst copilot for cross domain review
Cut triage from hours to minutes on a classified corpus with full lineage capture.
Responsible AI governance stand up
Standing review board, model card library, and an evaluation harness operating in 12 weeks.
In an era where technology is rapidly changing, Business Integra is committed to leading the charge in AI innovation, helping the federal government harness the full potential of AI to serve the American people better.
Where BION
Every federal sector has an AI use case BION lands the same governance posture across all of them.
Defense & Intelligence
Classified RAG, analyst copilots
Civilian Federal
Regulatory drafting, citizen-facing chat
Health & HHS
Workforce + claims-data triage
Aerospace & R&D
Engineering knowledge bases
Tooling we build BION
The model and platform stack we use to govern AI on federal terms.
How a BION
Six steps from governance charter to monitored production.
- Step 01
Charter the AI Advisory
Stand up the governance board, model risk policy, and the review cadence before any model is trained.
- Step 02
Define the use case
Pick the mission outcome, the decision the model supports, and the human in the loop. No model without an owner.
- Step 03
Stand up isolated tenant
FedRAMP aligned tenant, classified ready isolation, OSCAL evidence pipeline live from day one.
- Step 04
Retrieval + fine tune
RAG on mission corpora plus parameter efficient fine tuning where the data justifies it.
- Step 05
Evaluate + guardrail
Eval harness, red team prompts, jailbreak suites, and guardrails calibrated to the use case.
- Step 06
Deploy + monitor
Production deploy with model cards published, drift monitors live, and the AI Advisory in the loop.
About engaging
Q.01Can BION operate against classified corpora?+
Yes. BION stands up classified isolated tenants and runs RAG against the cleared data BI is authorized to handle.
Q.02Do you fine tune your own foundation models?+
We rarely train from scratch. We do parameter efficient fine tuning where the data justifies it, and we hold the customer's governance line on model risk reviews.
Q.03Who sits on the AI Advisory?+
BI's standing review board including federal experienced advisors plus customer stakeholders for high stakes workflows. We don't deploy without it.
Q.04How does BION handle responsible AI?+
Model cards, datasheets, eval harnesses, red team suites, and a documented review cadence all written into the OSCAL evidence pipeline alongside the technical controls.
How this practice plugs in.
The pillars this service usually sits next to on a federal program.
Put this practice on your mission.
Share the mission, the data, and the constraints. We'll come back with a scoped plan, a cleared team, and an audit ready delivery path.