Independent verifier model
A model decoupled from the executor that grounds every claim against the evidence in Graphos and Mnemo, with citations.
Verix · The trust layer
The independent verifier that makes AI answers trustworthy.
Verix stands between an agent's output and a consequential action. Every answer is checked, scored, and cited before it changes anything in the business.
The problem
Agents demo well and break on real data.
One confidently wrong action, a bad CRM update or a wrong migration doc, destroys trust for good. Enterprises won't deploy autonomous actions without a gate they can audit. A weak self-check bolted onto the executor isn't enough, because the model grading itself shares its own blind spots.
What Verix does
A separate model whose only job is to be right.
Verix runs an independent verifier, decoupled from the executor. It grounds each claim against Graphos and Mnemo evidence, detects hallucination and policy violations, assigns a confidence score, and abstains or escalates when uncertain. It's the line between demo-ware and production AI.
Core features
What's inside.
Hallucination detection
Flags unsupported claims and policy violations.
Confidence scoring
Scores each verdict, then abstains or escalates.
Immutable audit
Every verification decision is logged and reviewable.
Self-consistency voting
Multiple passes on the highest-stakes steps.
Policy enforcement
NeMo Guardrails checks agent input and output against your rules.
Why it needs GPUs
Gating every action at p99 under 2 seconds.
TensorRT
The verifier is compiled for sub-2-second gating, so it can check every consequential action without slowing the workflow.
Triton
Serves the verifier independently from executors, at the throughput a busy org needs.
NeMo Guardrails and NIM
Programmable safety on agent I/O, packaged as NIM for VPC and on-prem regulated deployments.
Verifier fine-tuning on failure-mode datasets runs on A100 and H100; low-latency per-action inference runs on L40S.
Defensibility
A trust flywheel competitors can't copy.
The verifier improves from every human override and audited outcome. Its failure-mode dataset, built from the specific ways AI knowledge systems go wrong, is proprietary and compounds with use.
Where it sits
The gate the whole ecosystem depends on.
Verix sits between Mnemo, which supplies evidence, and Nexora, which acts. Nothing changes in your systems until Verix approves it.