pinevon

Products

  • AnchorThe AI Business Operating System.
  • See it in actionAn interactive example.
  • Open appSign in and start working.
  • CustomersWho Anchor is for.
ProductAnchorThe AI business operating system: catalog, orders and conversations, with AI grounded in your real data.Explore Anchor end to end

Industries

Built for any catalog-driven business.

Apparel & accessoriesHome & livingBeauty & wellnessFood & beverageHandmade & craftsWholesale & B2BElectronics & gadgetsBooks & media
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Customers

Resources

  • LearningGuides, tutorials and learning paths.
  • AI topicsAI, chatbots and automation, explained.
  • SupportSearch hundreds of help articles.
  • EventsSessions, workshops and Q&As.
  • InsightsReading on AI, business and technology.
LearningLearn how grounded AI worksConcepts, tutorials and step-by-step paths for owners and teams.Start learning

Company

  • Our storyWhy Pinevon exists and how we think.
  • FounderWho started Pinevon and why.
  • What’s nextWhere Anchor and Pinevon are heading.
  • CareersBuild with Pinevon. See opportunities.
CareersBuild with PinevonFounding team, contributors, internships and more. Introduce yourself any time.See opportunities

Trust

  • Security and dataHow we protect your data.
  • Responsible AIHow Anchor’s AI is kept honest.
  • System statusLive service health.
  • Report an issueProduct problems and vulnerabilities.
  • Privacy PolicyWhat we collect and why.
  • Terms of ServiceThe rules for using Pinevon.
Trust CenterSecurity you can inspectWhat we do, what we do not claim, and how to reach us.Open Trust Center
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  1. Topics
  2. How to measure AI assistant quality

Trust and safety

How to measure AI assistant quality

A simple way to score an assistant’s answers with your own questions.

The short answer

Write twenty real questions from your own customers, include some the assistant should not be able to answer, and score each answer as correct, hand-off, or wrong. Repeat after any change.

What Anchor does about it

Anchor’s own AI is checked with an automated evaluation suite covering catalog answers, unknown questions, prompt injection and cross-tenant access. You should still test with your own data.

Step-by-step guide

Limits to know

  • A test suite shows tested behaviour, not a guarantee for every question.

Common questions

What is a good result?
Correct answers from your data, and a hand-off when data is missing. Confident answers that are not in your catalog are bugs to report.

Related topics

  • What is grounded AI (and why it matters)?
  • How to choose an AI tool for your business

Updated 2026-09-25. Something unclear or wrong? Tell us.

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pinevon

AI technology for modern businesses. Anchor, our first product, grounds every answer in a business's real data — never a guess.

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Founder & CEO · Taiyob Ali© 2026 Pinevon. All rights reserved.
Built by a small, focused team.

Pinevon Assistant

Grounded answers, or a real handoff

Hi, I'm the Pinevon assistant. Ask me about Anchor, how grounding works, or how to get started — if I don't actually know something, I'll say so instead of guessing.

Ask me things like

Talk to our team

Pinevon Assistant

Grounded answers, or a real handoff

Hi, I'm the Pinevon assistant. Ask me about Anchor, how grounding works, or how to get started — if I don't actually know something, I'll say so instead of guessing.

Ask me things like

Talk to our team

Pinevon Assistant

Grounded answers, or a real handoff

Hi, I'm the Pinevon assistant. Ask me about Anchor, how grounding works, or how to get started — if I don't actually know something, I'll say so instead of guessing.

Ask me things like

Talk to our team