AkiiAkii
  • Platform
    Commerce GraphKeep services, offers, rules, and sources in one approved place.Agent GatewayPublish the facts AI and partner systems are allowed to read.Action RegistryMap each offer to the right booking, quote, call, WhatsApp, or checkout path.Answer QACatch wrong facts and broken customer paths before they cost demand.Protocol CompatibilityCheck readiness for ACP, UCP, MCP, A2A, AP2, and agent UI flows.ACP ReadinessCheck seller facts, prices, rules, offers, and next steps.
  • Resources
    Solutions overviewStart with the client problem, then see the Akii page built for it.DocsRead practical guides for Commerce Graph, Agent Gateway, and readiness.BlogPractical notes on client data, buyer paths, and AI. No prophecy required.FAQStraight answers for buyers, teams, agencies, and partners.ResearchNotes on agent commerce, action paths, checks, and sources.
  • Company
    AboutSee what Akii is building, why it exists, and who is behind it.ContactTell Akii what you are trying to fix.
  • Pricing
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AkiiAkii

Platform

Commerce GraphKeep services, offers, rules, and sources in one approved place.Agent GatewayPublish the facts AI and partner systems are allowed to read.Action RegistryMap each offer to the right booking, quote, call, WhatsApp, or checkout path.Answer QACatch wrong facts and broken customer paths before they cost demand.Protocol CompatibilityCheck readiness for ACP, UCP, MCP, A2A, AP2, and agent UI flows.ACP ReadinessCheck seller facts, prices, rules, offers, and next steps.

Resources

Solutions overviewStart with the client problem, then see the Akii page built for it.DocsRead practical guides for Commerce Graph, Agent Gateway, and readiness.BlogPractical notes on client data, buyer paths, and AI. No prophecy required.FAQStraight answers for buyers, teams, agencies, and partners.ResearchNotes on agent commerce, action paths, checks, and sources.

Company

AboutSee what Akii is building, why it exists, and who is behind it.ContactTell Akii what you are trying to fix.
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PricingContact
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AI answer and path checks

Catch wrong facts and broken paths before AI repeats them.

Answer QA tests whether AI systems, public sources, endpoints, and customer paths match the approved client Commerce Graph.

Run Answer QAView demo graph
5
Test surfaces
AI answers, sources, endpoints, MCP, actions
Tracked
Defect states
Open, in review, fixed, retested
Attached
Evidence
Each defect can carry proof and a recommended fix

Product preview

QA run summary

Published

A run turns drift, wrong answers, missing fields, and broken paths into fixable defects.

Endpoint outputPassed schema checkReady
AI answerWrong deposit amountFix
Source pagePolicy conflict foundReview
MCP responseMatches graphReady
Booking pathRetest requiredReview
Endpoint validation
MCP validation
Before and after evidence
Platform layer

What this part of Akii actually does

Each part has one job: make client facts, buyer paths, or checks clear enough for AI and people to use.

Graph consistency tests

Check whether public outputs and sources agree with approved client facts, policies, offers, and actions.

Defect workflow

Classify wrong facts, broken action paths, source conflicts, endpoint issues, and missing fields by severity.

Retesting

Attach evidence, create owned fixes, publish graph updates, and retest after changes.

Multi-surface evidence

Store proof from AI answers, source pages, endpoint output, MCP responses, screenshots, and action-path checks.

Workflow

Find the defect. Fix it. Test it again.

Start with the client facts as they are. Turn them into approved data, clear customer paths, checks, and fixes.

1
Test run

Run tests

Compare approved graph data against public sources, endpoint responses, MCP output, and AI-surface answers.

2
Evidence set

Capture evidence

Attach source snippets, endpoint payloads, screenshots, response text, and path-check output.

3
Defect table

Create defects

Classify severity, confidence, owner, affected entity, recommended fix, and retest criteria.

4
Retest result

Retest after fix

Publish graph or action updates and rerun the failing check to prove the issue changed.

How it works

What gets flagged, and why

The inputs and outputs stay visible, so the agency, client, and AI systems can use the same approved facts.

AreaInputOutput
Wrong factAI or source says something that conflicts with the approved graphCritical or warning defect with evidence
Missing dataRequired graph, readiness, policy, or action field is absentFix task tied to entity and owner
Broken action pathBooking, form, phone, WhatsApp, or provider route fails a safe testAction Registry defect and retest
Endpoint issueSchema mismatch, stale graph version, unavailable endpoint, MCP mismatchAccess fix and monitoring event
Use cases

Where it is used

Pre-publish validation

Check a graph and endpoint set before partners, agents, or customers rely on it.

Ongoing monitoring

Catch drift when websites, menus, listings, prices, policies, or action destinations change.

Operational accountability

Turn vague AI-answer issues into owned fixes with evidence and retest results.

Boundaries

QA boundary

Answer QA validates representation, consistency, and path readiness. It does not guarantee external AI behavior or provider availability.

Does not control third-party model outputs
Does not complete bookings or transactions
Does not mark a defect fixed without retest evidence

Straight answers

The practical questions agencies and partners ask before they put Akii to work for a client.

Does Answer QA test AI responses?

The dashboard is structured for multi-surface QA runs and evidence capture across agent answers, sources, endpoints, MCP, and action paths.

What makes a defect critical?

Critical defects usually affect customer action, payment or deposit clarity, safety-sensitive policy, endpoint availability, or materially wrong client facts.

Can a fix be retested?

Yes. Fixes are designed to carry evidence, owner, recommended action, and retest status after graph or action updates.

Start with one client whose facts need work.

Structure what the business sells, publish approved outputs, and test whether AI can find the right facts and customer path.

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Akii

Akii turns scattered client details into one approved Commerce Graph. AI systems can read the facts, and Answer QA can catch what they get wrong. AI has enough to guess at already.

Platform

  • Commerce Graph
  • Agent Gateway
  • Action Registry
  • Protocol Compatibility
  • ACP Readiness
  • Answer QA

Solutions

  • Solutions overview

Resources

  • Docs
  • Blog
  • FAQ
  • Research

Company

  • About
  • Contact
  • Privacy
  • Terms

Account

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  • Pricing

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