Deliver AI projects with
quantitative proof of reliability.
Your clients want to deploy the agent. But they need evidence it works, not a demo, not a promise. Halios gives you the evaluation infrastructure to produce that evidence, inside their environment, in under two weeks.
Illustrative evaluation scorecard
Example: Client deployment
The demo impressed them.
The security review killed the timeline.
Show me the data
Stakeholders are wary of LLM unpredictability. When you can’t explain why a failure happened, procurement stops.
Where does our data go?
Security reviews often stall when proprietary data is sent to external evaluation APIs.
What happens when it breaks?
Without a loop, agents degrade the moment you hand them off. Protect your reputation with a long-term monitoring strategy.
From POC to production handoff
in two weeks, not two quarters.
Typical delivery motion
Deploy Halios inside the client environment, capture live traces from day one, and leave continuous monitoring in place for post-handoff confidence.
Instrument
Drop the SDK or proxy into your agent code to begin data collection.
2 DAYSBaseline
Capture 1,000+ traces and score them against the project’s success rubrics.
4 DAYSOptimize
Use evaluation signals to refine prompts, grounding data, and tool selection.
5 DAYSHandoff
Deliver the agent with a verified reliability report and production loop.
3 DAYSData stays in their environment.
You skip the security drag.
VPC Native
Runs inside their existing infrastructure.
Legal Clearance
Bypass months of data processing agreements.
On-Prem Support
Full support for air-gapped secure facilities.
Average time from deployment to first evaluation report: <1 day. — Halios Labs
A report your client
can take to their board.
Executive Reliability Summary (PDF)
High-level KPIs for non-technical leadership.
Trace-aware regression benchmarks
Technical proof that updates didn't break core functionality.
Real-time task completion dashboards
Live operational monitoring tools for their NOC.
Automated policy compliance logs
Audit-ready documentation for risk and compliance officers.
Run your next client project
with Halios.
We'll set up the evaluation loop on one of your active projects. You'll see the reliability data in under a week, inside the client's environment, deployed VPC-natively.