Today
Pilots that never pass security review
With Bilions
Models run inside your environment, which security can approve
AI Platforms & Private LLM
Private LLMs, RAG systems, and production AI workflows with evaluation baked in. For teams where data sovereignty and audit trails aren’t optional.
Your data stays inside your boundary.
The questions legal and security teams ask, answered before the first sprint.
- Models run in your cloud account or on-premises
- Your data is never used to train third-party models
- Evaluation gates before every model change
- Full logging of prompts, sources and outputs
Why teams call us.
Most AI pilots stall between demo and production. Legal and security teams ask where the data goes, nobody can measure answer quality, and results change after a model update.
Today
No reliable way to tell whether answers are correct
With Bilions
An evaluation suite built from your real questions
Today
Cost and quality shift every time the model changes
With Bilions
Eval gates block any change that lowers quality
The path from your documents to a trusted answer.
- 1
Your data
Documents, tickets and records stay in your cloud.
- 2
RAG & knowledge systems
Answers grounded in your documents, with sources shown.
- 3
Evaluation harnesses
Test suites built from your real questions and expected answers.
- 4
Private model
Models that run inside your cloud account or data center.
- 5
AI ops & governance
Monitoring, access controls and usage reporting.
- 6
Drift detection & eval gates
Changes that lower quality are blocked before release.
Who we build this for.
- 01
Enterprises with sensitive data
Healthcare, insurance and finance teams that cannot share data externally.
- 02
Public agencies
Exploring AI with the controls procurement expects.
- 03
Product teams
Adding AI features that customers can trust.
Typical projects and real results.
- Internal knowledge assistant
- Document intelligence for claims or applications
- Customer support automation
- Enterprise search across systems
Document Processing Tool for Mortgage Insurance
Bilions developed a custom document processing tool for the mortgage industry, leveraging advanced OCR technology. This solution improved document pro…
30%Faster document processing
Questions we hear often.
Not answered here? Ask an engineer
Can the model run inside our own environment?
Yes. We deploy private models and retrieval inside your cloud account or data center, so your data stays within your boundary.
How do you measure AI quality?
We build an evaluation suite from your real questions and expected answers, then run it on every change. A change that lowers the score does not ship.
Which models do you use?
OpenAI, Anthropic and open models such as Llama. We choose based on your data rules, cost and accuracy needs.
Other practice areas.
Your first call is with a senior engineer from our team.