AI built into the moments product work gets stuck.
REVETOOL AI helps product teams review specs, designs, code and QA — and turns scattered context into actionable recommendations. Not a chatbot. A workflow assistant.
Six AI surfaces. One coherent product brain.
Each AI zone is configured for a specific job: spec review, design review, code review, QA, workflow mapping, recommendations. Different surfaces, same shared context.
Synthesize, validate and surface spec gaps.
REVETOOL AI reads your specs (Notion, MD, imported XLSX), connects them to the screens they describe and surfaces gaps, contradictions and missing acceptance criteria.
Review Figma frames with full product context.
Pull Figma frames into REVETOOL with image + JSON + design tokens. AI critiques against UX, UI and accessibility heuristics — and adapts when it sees the linked specs and tickets.
Connect implementation to specs and screens.
GitHub PR linked to a screen? REVETOOL AI reads the diff, the linked specs and the original Figma frame, then surfaces gaps between intent and implementation.
Generate test cases and surface regression risk.
From a screen, an AC list or a flow, REVETOOL AI can draft structured test cases. It also highlights neighboring screens at risk when something changes upstream.
Auto-suggest transitions between screens.
REVETOOL AI proposes logical transitions based on screen content and actions. Accept, reject or refine each one manually — your map evolves with your product.
Actionable suggestions with source, status and trail.
Recos are typed (UI / Specs / Code) and tracked with status (accepted / discussed / refused / done) and comments. AI suggestions live in the same flow as human ones.
The right model for each task.
REVETOOL lets you pick the right Claude model per AI zone. Use Haiku for chat (fast and cheap), Sonnet for analysis, Opus for deep multi-source critique. Tune cost without compromising quality.
| AI Zone | Default model | Purpose |
|---|---|---|
| Analyze quick | Sonnet 4.5 | 1 source — UI, Specs or Code alone |
| Analyze deep | Opus 4.5 | Multi-source contextual analysis |
| Conversation | Haiku 4.5 | Inline chat per screen |
| Mindmap | Opus 4.5 | Transitions auto-suggestion |
| Suggestions | Sonnet 4.5 | Spec ↔ screen mappings |
| Corrections | Sonnet 4.5 | HTML preview rewriting |
Switch models per zone in project settings. Track usage and cost by zone with monthly budgets and 80% threshold alerts.
Embedded, contextual, configurable.
REVETOOL AI is shaped to make product teams faster — not louder. Seven principles guide how we build it.
- Embedded across the workflow — not a separate chat sidebar
- Multi-source by design — UI + Specs + Code combined gives expert critique
- Strict anti-hallucination — no references to specs or files the AI was not given
- Conversation privacy per user — public audit trail stays shared
- Cache hash SHA-256 — same context reuses prior analysis (near-zero re-cost)
- Budget tracking + alerts — see usage by zone, get pinged before overage
- Bring your own Anthropic key (BYOK) — your tokens, your billing, encrypted server-side
Outputs that fit your workflow, not text walls.
REVETOOL AI returns structured suggestions ready for your team to act on — not paragraphs to triage.
- Recos card with badge by source (UI / Specs / Code / UI+Specs / UI+Specs+Code)
- Inline streaming chat answers with cost + duration metadata
- Mindmap edge suggestions ready to accept in batch
- Spec ↔ screen mapping suggestions with confidence score
- Drafted test cases with status workflow
- Generated HTML attached as child of the original Figma screen
Your AI, your billing.
REVETOOL is BYOK by design. Connect your Anthropic key once, the workspace encrypts it AES-256-GCM server-side, and your team gets full AI features billed on your account.
REVETOOL × your Anthropic
Encrypted AES-256-GCM · auto-disable after repeated auth failures · live validation on save
Don't want to manage an Anthropic account? Pick the all-inclusive plan and REVETOOL handles AI billing for you, with monthly token allowance + budget alerts.
See pricing optionsSee REVETOOL AI on your real product.
We will run the AI live on your screens, specs and PRs in a 30-minute demo. Or join the waitlist for early access.