ConvergeQA Web and Guided are in Early Preview. Expect frequent updates. Please report any issues to [email protected].

ConvergeQA

Multi-model AI quality assurance for documents that matter.

Route your content through the world's best AI models — compare perspectives, catch errors, and produce polished results with full audit trails. Start with 5 free reviews.

ConvergeQA — Document flows through 5 AI models and converges into a reviewed result

Three Review Modes

Compare

Compare Independent parallel review — every model sees the same input Your Document Model Claude Model GPT Model Gemini Model Grok Model Perplexity no cross-talk Result A Result B Result C Result D Result E Side-by-side tabbed view You compare the results and decide which is best OPTIONAL STEP SYNTHESIZE Merge into one output Diagram shows default settings

Every model receives your document independently and returns its own review. Results appear side-by-side in tabs so you can compare perspectives. Optionally, select a model to synthesize all results into a single output.

Iterate

Your Document
Claude
GPT
Gemini
Grok
Perplexity
Synthesize & Recommend
Checklist: Accept / Decline each recommendation
↻ Repeat until converged
Final Document + Decision Log

The full refinement loop. Specialist models review in parallel, a synthesis model merges their feedback into structured recommendations, and you accept or decline each one. The revised document can go through another round until no critical or major findings remain. Every decision is logged.

Critique

Your Deliverable (PPTX, PDF, etc.)
Claude
GPT
Gemini
Grok
Perplexity
Structured Audit Report
Findings: Agree / Disagree / Go Deeper
↻ Refine until audit converges
Final Audit + Original Deliverable

For non-editable deliverables like presentations, PDFs, and video scripts. Models produce a structured audit report with findings you can agree, disagree, or go deeper on. The audit refines iteratively — your original file is never modified.

Paid plans add review records, verification receipts, history, and exportable bundles where supported by the selected review mode. ConvergeQA uses production-stable Claude, GPT, Gemini, Grok, and Perplexity models; the exact model panel is recorded with each review when available.

Review Records

Completed reviews can produce verification receipts and public metadata pages that confirm ConvergeQA's recorded workflow without exposing submitted content. A receipt does not certify that the reviewed content is true.

Submit
Review
PDF Report
DOCX Stamped
Metadata Receipt

Verification Receipt

Receipts show report ID, timestamps, model panel metadata, and server-generated authentication fields for the recorded review.

Severity Classification

Findings are automatically parsed and categorized as Critical, Major, Minor, or Informational for quick triage.

Document Traceability

Exports include report IDs and verification links when available, creating a direct trail back to the recorded review metadata.

Built for Serious Review

Multi-Model Intelligence

Route content through Claude, GPT, Gemini, Grok, and Perplexity simultaneously.

9 Domain Presets

Built-in configurations for Healthcare, Legal, Business, Marketing, Research, Technical, Creative Writing, Correspondence, and Policy review.

Reference Material

Attach guidelines, standards, or prior reports as context. Reviewers reference them without editing them.

Budget & Standard Tiers

Toggle between premium and budget models. Use budget for drafts, premium for final review.

Session History

Resume active sessions, download completed bundles, and track every review with full audit trails.

Team Accounts

Create an organization with shared billing. Invite members, track per-user usage, manage from one dashboard.

Two-Factor Auth

TOTP-based 2FA with backup codes. Protect your account with Google Authenticator, Authy, or any TOTP app.

For Agents and Developers

Beta workflows for coding agents, IDEs, automation, and service-account review clients.

Agent Review Workflows

Use service-account workflows for Compare, Critique, and Iterate from Codex, Claude-style environments, IDEs, and other compatible agent-enabled tools.

Packets and Human Artifacts

Agent packets expose structured JSON for automation while human-facing bundles keep review records, decision logs, and readable exports separate.

Bounded Access

Org-owned service-account credentials can be revoked, scoped to approved review paths, and paired with bounded spend controls.

Local Tooling

Supported client surfaces include local CLI wrappers, MCP adapters, and GitHub Action workflows. Live provider runs still require explicit spend and content approval.

Developer and agent workflows remain Beta while buyer testing continues. Service-account credentials do not create web sessions and should not be used with PHI, secrets, or unapproved customer data.

Simple Pricing

Pick a plan based on how many reviews you need. Upgrade or cancel anytime.

Free

$0

5 reviews (lifetime)

  • All three modes
  • Built-in presets
  • No card required
  • No verification receipts
  • No agent/API access

Student

$7.50/mo

15 reviews/month

  • Compare + Critique modes
  • Designed for academic use
  • Review records + exports
  • 1 custom template
  • No agent/API access

Basic

$10/mo

15 reviews/month

  • All three modes
  • Review records + exports
  • Full history
  • 1 custom template
  • No agent/API access

Plus

$20/mo

40 reviews/month

  • Everything in Basic
  • 5 custom templates
  • No agent/API access

Pro

$40/mo

100 reviews/month

  • Everything in Plus
  • No template cap currently enforced
  • API access for agent workflows

Enterprise

Custom

Custom allotment

  • Everything in Pro
  • Multi-seat teams
  • Org service accounts
Contact Us

All paid plans include review records, history retention while your account remains active, and month-to-month billing. Overage reviews are currently $0.45 each on paid plans. Export bundle availability depends on the selected review mode and completion state. Upgrade or cancel anytime.