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avva

Lets an expert's published decision records be checked by your AI assistant before it answers your questions.

Actively maintained

At a glanceswept Oct 20, 2026

≈ 1visits/mo

Little sign of use · estimate, read Oct 13, 2026

For
Professionals and teams who want their AI to check a named expert's past decisions before answering.
Activity
Actively maintainedsite updated 4 days ago
Used for
  • check an AI's answer against an expert's past decisions
  • see how an expert resolved trade-offs between competing goals
  • flag approaches a senior reviewer would not sign off on
Worth knowingcomputed from what we read · each with its source
The companyeach fact with its source · read Oct 21, 2026
  • Domain since2026domain registered
  • HeadquartersCYper their site
Your datawhat they publish, each line with its page · read Oct 21, 2026

“Does avva train a model on my data? No. avva does not train an LLM.”

privacy policy ↗

These are avva's own statements, read from its pages. We did not audit them. A line that is missing was not found on the pages we read; it does not mean the practice is absent.

How a program reaches itfound, not claimed · read Oct 21, 2026
  • MCP serverchat.avva/catalogverified in the MCP registry
  • Stateanswers, 2 toolschecked 2026-10-21
  • Address to connectavva.chat/mcp-catalog

MCP server details →

This card as JSON, for your agent →

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.

Alternatives in Marketingby use, among tools still maintained

Figure and bar: visits/mo, estimate · year: online since

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Questions this page answers
  • What is avva?

    Lets an expert's published decision records be checked by your AI assistant before it answers your questions. It is listed in the Atlas under Marketing.

  • Who is avva for?

    Professionals and teams who want their AI to check a named expert's past decisions before answering.

  • Do people use avva?

    Little sign of use: ≈ 1 visits/mo · estimate, 2026-10.

  • Is avva still maintained?

    Actively maintained: site updated 4 days ago.

  • Does avva train AI on your data?

    No, per its privacy policy (2026-10-21): “Does avva train a model on my data? No. avva does not train an LLM.”

  • Is avva safe?

    We do not audit vendors. What avva publishes, read 2026-10-21: on training with your data, “Does avva train a model on my data? No. avva does not train an LLM.”.

  • What are alternatives to avva?

    In Marketing, by use: AIO – AI Integrity Organization, BrandAuditor, Treyci, Narron, Quova AI, Onsomble.

How we read a tool

No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.

  • Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
  • Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
  • Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
  • The line and the use cases are written by us from the homepage, one tool at a time, and refused when they repeat the vendor's marketing.

How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.

How we read every tool → · By INITE Atlas Desk