PRD · Prototyping · Tickets · Metrics · Compliance

From PRD to shipped.
Every step tracked.

Write your PRD, prototype what you're building, track every ticket, and measure what shipped — all in one workspace that keeps your spec, execution, and compliance in sync.

Join 2,000+ PMs on the waitlist

The Problem

Your product context is scattered across every tool your team uses.

Every PRD you write is missing context that lives in your comms, your codebase, or last quarter's analytics. Every ticket is written without the full picture. That's not a workflow problem — it's a context problem.

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Your CodebaseGitHub, GitLab…
Your TicketsLinear, Jira…
Your DocsNotion, Confluence…
💬
Your CommsSlack, Teams…
Your DesignsFigma, Sketch…
#
Your SpreadsheetsSheets, Excel…
Your AnalyticsGA, Mixpanel…
?
Your SupportIntercom, Zendesk…
wherever your team works · context lost on every switch
replaced by
V
Vantage
One unified workspace
Codebase context
Competitor intel
PRD + version history
Tickets + grooming
Prototype builder
Design review
Analytics + compliance
1 workspace · full context · every step
80%
of code at Anthropic written by Claude
Taste at Speed
10–30
PRs shipped per day by Boris Cherny's team
Product Growth Pod
200%
productivity per engineer, despite 3× headcount
Taste at Speed

Building is no longer the constraint — deciding what to build is. A prototype shows what. The spec explains why, how you'll measure, and when you'll pull the plug.

— Taste at Speed, Aakash Gupta

How It Works

PRD → Prototype → Tickets → Metrics.
One loop. No gaps.

Every step writes back to the PRD. Change the spec and everything downstream updates automatically.

STEP 01

Write a living PRD

4–8 hrs → 30 min

Describe what you're building. Vantage generates a structured PRD with requirement IDs, priorities, effort, and acceptance criteria. The query engine searches your connected context and the web — cite anything, attach it directly. Every change is versioned. Conflicts with existing tickets are flagged automatically.

Context-aware generationCitationsVersion historyConflict detectionEM review gate
STEP 02

Prototype from your PRD

PRD → prototype → Figma diff

Generate multiple interactive prototypes directly from your PRD using the in-built design system. PM picks the winner, attaches it to a ticket, and sends to the design team. When Figma comes back, AI diffs it against your PRD and flags every mismatch — before it becomes engineering rework.

In-built design systemMultiple variantsPM selectionFigma connectorAI design review
STEP 03

Track every ticket

Auto-assigned · always in sync

Auto-generate dependency-aware tickets from your PRD, assigned to available engineers. Choose Sprint, Milestone, or Kanban. Groom tickets into subtasks in a natural language chat. When the PRD changes, affected tickets are flagged and dependencies are updated — no manual re-triage.

Dependency-awareSprint / Kanban / MilestoneTicket groomingAuto-assignmentPRD change propagation
STEP 04

Measure outcomes & stay compliant

Metrics → tickets → compliance loop

Connect your analytics platforms. Customer reviews and complaints feed into context. Ask the LLM bar to generate any report in plain language. Data gaps auto-create tickets assigned to the right engineer. The compliance tab audits your PRD against required standards after each version — add or remove rules manually.

Analytics connectorsLLM report generationAuto-tickets from gapsCompliance auditManual overrides

Honest context: This workflow scales best with small, senior teams who share deep product context — like Anthropic's teams. Most teams will adopt pieces of this approach over the next 18 months as AI tools mature. Vantage is built for the PMs who want to start now.

Features

Five pillars. One workspace.

PRD, prototyping, tickets, metrics, and compliance — each one aware of the others. Change anything and the whole system updates.

PRD

Living PRD

Context-aware PRD generation with a query engine that searches your connected tools and the web. Every claim cited. Version history at the requirement level. Edit a requirement — affected tickets are flagged instantly. EM review gate before anything goes to engineering.

4–8 hrs → 30 min
Prototyping

Prototype Builder

Generate multiple interactive prototypes straight from your PRD using the in-built design system. Pick the winner, attach it to a ticket. When Figma comes back, AI diffs it against your spec and surfaces every mismatch before it becomes rework.

PRD → Figma diff, automated
Tickets

Ticket Tracking

Auto-generated, dependency-aware tickets assigned to available engineers. Sprint, Milestone, or Kanban — your choice. Natural language grooming chat to split, re-estimate, or reorder. PRD changes propagate to affected tickets automatically. No manual re-triage.

Auto-assigned · always in sync
Metrics

Metrics Dashboard

Connect Google Analytics, Ads, Mixpanel, or any analytics platform. Customer reviews and complaints feed directly into context. Ask the LLM bar to generate any report in plain English. Data gaps auto-create tickets assigned to the right engineer.

Natural language reports
Compliance

Compliance

Compliance tab audits your PRD against required standards automatically after V1 and V2. See exactly which requirements pass or fail. Add or remove compliance rules manually — affected tickets are updated and the engineering team is notified.

Auto-audit after each version

The workspace where PMs become builders

Research and requirements, side by side. Always in sync.

app.vantage.so/workspace/prd-123
Workspace
PRD Editor
Research
Tickets
Context
PRDs
Auth Revamp
Query Engine
Ticket Gen
Query Engine PRD
5 requirements · Last updated 2 min ago
Live
R1User Authentication

OAuth2 + email/password login with MFA support

P0M
R2PRD Generation Engine

AI-powered structured PRD from natural language input

P0XL
R3Query & Research Panel

Web + product context search with citation support

P1L
R4Ticket Generation

Dependency-aware tickets from PRD requirements

P1L
R5Linear Export

Bidirectional sync with Linear project boards

P2S
Research3 results
PRD generation best practices 2025
Best practices for AI-powered PRD tools in 2025
productboard.com97% match

Teams that use AI-assisted PRD generation report 40% faster planning cycles and significantly higher requirement completeness scores...

How Notion compares to purpose-built PM tools
lenny.substack.com91% match

The core limitation of general-purpose docs for product work is the lack of structured data. Requirements need IDs, priorities, and traceability...

OAuth2 implementation patterns for SaaS products
auth0.com88% match

For R1: PKCE flow recommended for web apps. Support at minimum Google and GitHub OAuth providers alongside email/password...

The Results

The data on prototype-first shipping

Numbers from Anthropic's Claude Code team and Aakash Gupta's research on 224,000+ PMs

0%
Kill rate — intentional

Top prototype-first teams kill 4 in 5 versions. That's not failure. That's the job.

0%
Productivity per engineer at Anthropic

Claude Code writes ~80% of code. Engineers focus on what only they can do.

0 min
Down from 4–8 hours for a full PRD

PMs using AI-native workflows reclaim entire days every week.

Pricing

Simple, transparent pricing

Start free. Upgrade when you need to ship faster.

Free
$0

Perfect for exploring Vantage and your first PRDs.

  • 3 PRDs / month
  • 20 queries / month
  • Basic PRD templates
  • Web search (no product context)
  • Export to Markdown
Most Popular
Pro
$49/seat/month

For PMs who want to move fast and ship with confidence.

  • Unlimited PRDs
  • Unlimited queries
  • Full context engine (docs, screenshots, crawl)
  • Intelligent ticket generation
  • Agent prompts for Cursor
  • Export to Linear
  • Grooming chat
  • Change propagation
  • Priority support
Team
$99/seat/month

For product teams that need integrations, multiplayer, and sync.

  • Everything in Pro
  • Multiplayer editing
  • Bidirectional Linear sync
  • Slack integration
  • SSO / SAML
  • Admin dashboard
  • Dedicated onboarding
  • SLA support

All plans include a 14-day free trial. No credit card required to start.

Early Access

Stop writing specs for ideas you haven't touched.

A PM evaluating 15 prototypes a week builds judgment faster than one reviewing one spec a month. That gap becomes a career gap in 6 months. Start now.

Join 2,000+ PMs on the waitlist · Free to join · No credit card needed