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.

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Three Powerful Review Modes

LLM Compare

LLM 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.

Pipeline

Pipeline Sequential chain — each model builds on the previous step's output Your Document STEP 1 Claude Draft response STEP 2 GPT Logic review STEP 3 Gemini Accuracy check STEP 4 Grok Devil's advocate STEP 5 Perplexity Fact-check w/ sources FINAL STEP Claude Synthesize & finalize Final Draft Polished output Change Log What changed & why Key idea Each step sees ALL prior output. Feedback compounds through the chain. Diagram shows default settings Default: 6 steps (customizable) — draft → review → review → review → fact-check → synthesize

Your document flows through a sequential chain of models. Each step builds on the previous step's output — drafting, reviewing, fact-checking, and refining. The final step synthesizes everything into a polished output with a change log. Steps are fully customizable.

Council

Council Two rounds — specialists review, coordinator synthesizes, specialists validate, coordinator finalizes PHASE 1 · Specialists Your Document SPECIALIST Claude Deep analysis SPECIALIST GPT Structure review SPECIALIST Gemini Accuracy check SPECIALIST Grok Counterarguments PHASE 2 · Synthesis (R1) COORDINATOR · ROUND 1 Claude Synthesizes specialist input into draft PHASE 3 · Validation Claude Validates draft GPT Validates draft Gemini Validates draft Grok Validates draft PHASE 4 · Final Synthesis COORDINATOR · FINAL Claude Incorporates validation feedback Consensus Report Final output Specialist Reviews Each model's analysis Key idea Validation catches errors the coordinator may have introduced. Diagram shows default settings

Specialist models review your document in parallel (Phase 1), then a Coordinator synthesizes their input into a draft (Phase 2). The specialists validate the draft (Phase 3), and the Coordinator produces the final output incorporating their feedback (Phase 4). This is the deepest review mode.

Every mode includes cost estimates, rate limiting, full audit reports, and exportable DOCX results.

Built for Serious Review

Multi-Model Intelligence

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

Domain Presets

Built-in configurations for Healthcare, Legal, Business, Marketing, Research, and Technical review.

Audit Reports

Every review generates a downloadable DOCX audit report with a publicly verifiable Report ID.

Cost Controls

Real-time cost estimates, daily spending caps, and per-run limits keep usage predictable.

Change Logs

See exactly what changed and why — every edit decision is documented.

Copy & Customize

Start from any built-in preset and tailor it to your team's specific needs.