NOCT—TECH.

Precision software. Serious capability.

VOICE AI EVALUATION

Still in Development

NVIQ

Your transcript is right. Is your voice agent? Test how voice AI understands, handles uncertainty and acts on what it hears.

01 / THE GAP

Your transcript is right. Your agent is still wrong.

Word error rate tells you whether the words came through. It does not tell you whether your voice agent understood them. An agent can transcribe a call perfectly and still act on something the user never said, talk over them, or answer with confidence when it should have asked again. NVIQ is built to catch exactly that.

02 / WHAT NVIQ TESTS

The failures your users actually hit

NVIQ evaluates the behaviours that decide whether a voice agent can be trusted in production.

  • Confident answers on audio it should not have trusted
  • Context dropped or corrupted mid-conversation
  • Wrong assumptions carried forward from earlier turns
  • Interruptions, barge-in and turn-taking handled badly
  • Stated confidence that does not match real accuracy
  • Actions that do not match what the user actually said

03 / RESULTS

Bugs, not just a score

Every evaluation produces findings you can work with: what failed, how severe it is, how to reproduce it and what to fix first. Critical failures are never averaged away behind a good overall number, and regressions show up between releases instead of in production.

04 / ANY STACK

Provider-neutral by design

Compare speech models, providers and versions on the same terms, whatever your stack. If a system does not support a capability, it is marked not comparable, never scored as zero, so the comparison stays fair.

05 / NVIQ DEVELOPER

Built into how you ship

Bring NVIQ into your build and release workflow, so voice quality is tested every time your agent changes rather than discovered by your users.

06 / NVIQ PLATFORM

Run evaluations yourself

A self-service environment to run evaluations and dig into structured results across models, versions and configurations.

07 / NVIQ ASSURANCE

An independent audit before you launch

A Noct-Tech reliability audit of your speech system, with findings, severity and remediation priorities you can take to your team or your customers. It is not a legal or regulatory certification.

08 / COMING SOON

Building voice AI? Talk to us.

NVIQ is in development and will launch as a paid product, with pricing and access announced at launch. Teams building voice agents who want to hear more are invited to get in touch.

NVIQ / PUBLICATION

Published evaluations

Frontier Systems Cohort evaluations follow a shared methodology, a defined comparability boundary, reproducibility records, provider factual-review and revision histories. Unsupported dimensions must be labelled N/A / not comparable — never scored as zero.

No provider evaluations or cohort comparisons have been approved for public publication.

Read the evaluation methodology