Multi-model AI quality assurance

Documents that matter deserve more than one opinion.

ConvergeQA routes your document through a panel of the world's leading AI models: Claude, GPT, Gemini, Grok, and Perplexity. Then it helps turn their findings into one polished review record with a shareable audit trail.

ConvergeQA doesn't decide for you. It makes your decision better, and documents that you made it.

No card required Provider handling disclosed Full audit trail
convergeqa.net/review
Consulting Agreement Iterate
✓ Verification receipt CQA-2026-00482
Example verification record: see it live
Your document converged!
Built on production models from
Anthropic · Claude OpenAI · GPT Google · Gemini xAI · Grok Perplexity · Sonar
Plus 200+ additional models through the searchable model catalog
How it works

From draft to documented review in three steps

No setup, no prompt engineering. Bring a document; get back a review record you can evaluate, share, and act on.

1

Add your document

Paste text, upload a file (PDF, Word, PowerPoint, Excel), or drop in a web page URL, then pick one of 9 Domain Presets (Healthcare, Legal, Business, and more) to focus the review.

2

A panel reviews it

Five leading models examine your document in parallel, each from a specialist perspective like accuracy, evidence, or critical analysis.

3

You decide, then converge

Review the findings and accept or decline each one. Your decisions converge into one polished answer or audit, with cost known up front and a verification receipt you can share.

Three ways to review

Pick the workflow that fits the job

One platform, three modes: from a quick second opinion to a deep, iterative audit.

Compare

Send your query to several models at once, read their answers side by side, and receive one merged synthesis of all model responses.

Best for: a fast, multi-model second opinion with a verification receipt others can check.
Most popular

Iterate

Compare, synthesize, then accept or decline specific recommendations, looping until no critical or major findings remain.

Best for: polishing drafts, handouts, and reports.

Critique

For finished, non-editable deliverables. Get a structured audit with findings you can agree, disagree, or go deeper on; your file is never modified.

Best for: presentations, PDFs, and published material.
Built for trust

A record of what was reviewed and how

Verification receipts

Completed reviews can produce verification receipts and public metadata pages showing the report ID, timestamps, and the exact model panel used, without exposing your content. A receipt does not certify that the reviewed content is true.

Severity classification

Findings are automatically sorted into Critical, Major, Minor, and Informational so you know what to fix first.

Private by default

ConvergeQA does not use your submissions to train AI models. Submitted content is transmitted to selected providers to deliver the review, and provider handling varies; see our Privacy and Providers pages. Not a HIPAA-covered service; de-identify content before submitting.

Verification record✓ Metadata receipt
Report IDCQA-2026-00482
DocumentConsulting Agreement
ModeIterate · converged · 1 round
PanelClaude · GPT · Gemini · Grok · Perplexity
synthesis: Claude Opus
Reviewed2026-06-01 14:22 UTC
Cost3 credits
Content fingerprintSHA-256 · a1b2c3…e9f0
2 Critical 3 Major 5 Minor
Verify atconvergeqa.net/verify/CQA-2026-00482
For Agents and Developers

Built to plug into your workflow

Active workflows for coding agents, IDEs, automation, and service-account review clients. Install a local ConvergeQA skill, then run Compare, Iterate, and Critique from the tools you already use.

Developer API keys support human-directed AI coworker calls. Org service-account credentials support delegated workflows with revocation, scopes, and credit controls. Agent workflows remain early-preview while buyer testing continues; service-account credentials do not create web sessions and should not be used with protected health information (PHI), secrets, or unapproved customer data.

Guide for AI coworkers
Credit Pricing

Pay for what you review

Buy credits as you need them. A completed review round costs credits; downloads, history, and exports are free.

Trial
10
free credits
  • No card required
  • All three modes
  • Budget & Premium models
Start free
Pro
API
+ personal API keys
  • Programmatic access
  • Custom review templates
  • Verification receipts
Go Pro
Enterprise
Custom
shared team credits
  • Org service accounts
  • Team administration
  • Expanded trials
Contact sales

Purchased credits expire after 12 months. Completed review rounds consume credits; downloads, history, and exports are free. Large files may require 3+ credits, shown before you run.

Ready to put your documents through the panel?

Start with 10 free credits. No card, no commitment.

Start free →