Keep the agents. Add the proof.
Organizations aren’t struggling to create AI agents; they’re struggling to prove those agents’ outputs are trustworthy. As AI agents are increasingly deployed into high-stakes workflows, the need to trust their outputs grows. A single flawed response creates operational risk, not just inconvenience. Vellox LayerOne™ is the assurance teams need, delivering a clear proof layer within automated systems that ensures AI generated results are reliable.
Operational Assurance Without Disruption
Strengthen the reliability of your AI and agent workflows without changing the systems you already trust.
Assurance Without Rework
Keep your agents and models while adding production-grade assurance without rebuilding.
Trust Before Action
Verify outputs against trusted data and policy before they reach users.
Human When Needed
Automate routine work while preserving human accountability where it matters.
Trace Every Result
Connect every output to its prompts, sources, validations, and approvals.
Compliance Built In
Create accreditation evidence automatically as work happens.
Continuous Improvements
Measure quality, detect drift, and strengthen governance with every interaction.
The Assurance Layer for Agentic AI
Turning automonous outputs into trusted, mission-ready decisions
Agent Gateway, Model Routing & Deployment
Vellox LayerOne sits between agents and models, providing in-line governance, provider abstraction, and secure deployment across cloud, on-premises, classified, and disconnected environments without changing agent code.
Provenance, Traceability & Audit Records
Tamper-evident records connect every governed output to its agent, model, prompt, sources, validation results, policy decisions, and approvals.
Request Governance & Lifecycle Management
Every request becomes a governed, reproducible event with captured context, metadata, prompt versioning, and policy requirements.
Observability, Replay & Continuous Evaluation
Detailed traces, telemetry, session replay, and quality scoring support monitoring, debugging, drift detection, and continuous improvement.
Output Assurance & Human Oversight
Vellox LayerOne validates outputs against trusted sources and policies, then passes, blocks, modifies, warns, or routes high-risk results for human review.
Compliance Evidence & Domain Governance
Runtime activity becomes audit-ready evidence aligned to governance frameworks, with domain-specific validators, rules, rubrics, and controls for mission and industry requirements.
