Vantage
Unfair Advantage for Product Companies

What are you building?

Product decisions move faster than the tools that record them. Vantage is the layer that catches them.

Start free - same prompt box as your workspace home

Cited requirements

Every line ties back to a source you connected.

Re-index on change

New context rebuilds artifacts with a diff you approve.

Ship to Linear or Jira

Tickets inherit scope from the graph, not generic templates.

Scroll
Closes the decision vacuum
Decision graph, not a doc pile
Re-index when reality shifts
The decision vacuum

Decisions move faster than the tools that record them.

A founder changes direction after a call. Engineering is already building. The PM opens six tools, rewrites, and holds the whole picture in their head - then something else changes. No single system holds the truth. What ships is a patchwork of mental models. That is the decision vacuum.

Why AI made it worse

Assistants made writing and coding fast - sometimes dangerously fast. The window to validate scope, update artifacts, and align the team shrank from days to hours. The validation layer is skipped not out of negligence - there was no system that could keep up.

The PM as bridge - not bottleneck

PMs exist to connect signal to what gets built - not to be slow, but to ensure fast work is meaningful work. They became bottlenecks because they never got tooling that moved at the speed of the team around them. Vantage gives them that speed - without giving up citations, history, or control.

What "not a model wrapper" means

The moat is not prettier drafts - it is the decision graph and re-index cascade: everything grounded in sources you connected, versioned, diffable, and queryable later. Models improve every year; six months of your company's decision history does not.

This is not faster document creation. It is the first system where product decisions compound.

Under the hood

A decision graph - not a stack of documents.

Vantage links signals, connected sources, requirements, artifacts, tickets, and every accept/reject on a re-index into one graph. That is how you get governance without bureaucracy: you see what changed, what triggered it, and what it impacted - across documents and execution - instead of hunting through Slack threads and stale specs.

Signal

Metrics, calls, ideas

Sources

GitHub, analytics, web

Requirements

Cited, versioned

Artifacts

Docs, journeys, prototypes

Tickets

Dependency graph

Decision history

Commits & diffs

Conflict detection uses that same graph: when requirements or tickets disagree - or when two initiatives touch the same surface - you surface it early. Today within a project; on the roadmap across projects and teams so parallel work does not collide in production.

Day in the life

From signal to structured output - fully sourced.

Connect how your team already works. Vantage ingests context once; documents, prototypes, and tickets stay tied to the same requirements and citations.

Checkout Conversion · Clearflow

Connected sources

Amplitude

checkout funnel · last 30 days

GitHub

PaymentForm.tsx · @alex

Customer interviews

3 transcripts · PDF

Web

competitor changelog + Stripe docs

Requirements with citations

Live doc
  • R1

    Redesign payment step to reduce drop-off 34% → target 18%

    Amplitude · checkout funnel
  • R2

    Reuse PaymentForm - avoid duplicating Stripe SDK init

    GitHub · src/.../PaymentForm.tsx
  • R3

    Evaluate Apple Pay parity vs competitor (Q4)

    Web · competitor changelog
  • R4

    Tag checkout_complete in Amplitude for success tracking

    Amplitude · funnel gap

Prototype variants

  • A · Single-page
  • B · Step-by-step
  • C · Apple Pay first

Share a link - reviewers comment per screen.

Dependency-aware tickets

  • T1 · Payment UI · from R1
  • T2 · Stripe duplication · from R2
  • T3 · Amplitude event · from R4

Push to Linear - each ticket traces to a requirement.

When reality changes

Re-index everything - in seconds, with a diff you control.

New context lands - scope shifts, eng estimates change, a competitor ships. Add it once; documents, journeys, prototypes, and tickets rebuild. You review a split diff, accept or reject like a code review, then commit. Nothing silent.

Re-reading contextAmplitude, GitHub, transcripts, new note from engineering

Before

R3

Evaluate Apple Pay parity - competitor added Q4 2025

Suggested update

R3

Deprioritize Apple Pay - ~3 sprints; revisit Q3. Keep existing payment methods.

New context · Engineering lead · Apr 2026

Tickets T4, T7 flaggedVariant C marked for review

3 accepted · Documents v2 saved · Linear synced

Tickets in context

Tickets track execution. Vantage tracks the decision.

We generate dependency-aware tickets and sync two-way with Linear or Jira so engineering can work in the tools they already use. That makes shipping faster with fewer surprises because scope, citations, and diffs live upstream. The ticket is the tail of the decision, not the only place work gets recorded.

Where the graph goes next

The same decision record should stay alive after tickets ship: rituals, rhythm, and signals that something is off before it becomes a postmortem.

  • Ritual and cadence tracking so reviews and check-ins stay attached to the same decision thread
  • Progress and update maintenance as scope moves (so status matches what the graph says)
  • Notifications and a lightweight comms layer when requirements, tickets, or risk flags change
  • Live tracking views with alerts when drift, conflicts, or delivery risk shows up in the data
Capabilities

What sits on the decision graph today.

Query, generation, validation, re-index, execution sync, and governance flags - wired so decisions compound instead of scattering across tools.

Query engine

Query your codebase. Not your engineers.

Ask in plain English before the meeting. Answers cite files and commits so you walk in with sourced facts.

< 30sto a sourced answer
Documents

Many doc types, one context stack.

Specs, memos, one-pagers from one grounded context. Limits are monthly per project, not per paragraph.

Paralleloutputs from one prompt
Prototypes

Variants + structured feedback.

Ship multiple approaches. Share a link; reviewers comment per screen; fold what matters into the next pass.

Share linkper project
Re-index

Living artifacts, not one-off drafts.

Paste new context when reality shifts. Everything rebuilds; you diff, accept or reject, commit - nothing silent.

Secondstypical cascade
Governance

Conflicts & compliance flags.

Catch requirement vs ticket mismatches before build. Advisory compliance - risks for legal and security to review, not a rubber stamp.

Advisoryfor legal & security
Tickets & sync

Dependency-aware waves to Linear or Jira.

Tickets from requirements; groom in chat; sync both ways. Scope stays tied to what you approved.

2-wayLinear + Jira
Platform vision

PM-first today. Decision layer for the whole company tomorrow.

We start where the PM sits - because that is where signal turns into scope. The same decision graph that powers documents and tickets is meant to extend to every function that touches product, until Vantage becomes the place where institutional memory and governance live - not just another siloed PM tool.

Function by function

Product

Now

Grounded documents, prototypes, query, and re-index - prioritize from cited requirements and live context, not scratch drafts.

Direction

Prioritization tuned to what you optimize for - revenue, retention, adoption - with projected impact from your connected data and how comparable teams moved on similar bets.

Engineering

Now

Dependency-aware tickets, codebase answers before standup, and flags when execution drifts from what product approved.

Direction

Closer coupling between scope and ship: reviewable units of work tied to requirements, orchestration that respects dependency order - so leads merge with context, not guesswork.

Design

Now

Prototype variants and structured critique before tickets lock in the wrong UX.

Direction

Flows that mature into Figma-ready fidelity - design stays upstream of handoff, with fewer rework loops between PM, design, and eng.

Growth & analytics

Now

Ask growth questions in plain language; dashboards and charts tied to what you shipped and the requirements that justified it.

Direction

Post-launch truth in one thread: funnels, retention, and revenue drivers on the same graph as the decision that shipped the change - so "did it work?" has a cited answer.

Leadership

Now

Conflicts, advisory compliance flags, and requirement drift before budget and sprints burn on the wrong build.

Direction

Portfolio-level clarity without another silo: where teams risk colliding, what is out of policy, and which initiatives have quietly diverged from what you green-lit.

Sales

Direction

Pitches and leave-behinds that pull from the same cited graph as the product org: live requirements, metrics, and proof points. Talk tracks and competitive angles that stay current as positioning and the product move - not rebuilt from stale decks or Slack.

GTM

Direction

Launch narratives, external decks, and segment messaging that stay tied to what is actually shipping. Kits and messaging refresh when cited decisions or scope shift - so GTM never sells yesterday's roadmap.

Support

Direction

FAQs, macros, and suggested replies grounded in product decisions, known gaps, and what is coming next. Frontline answers that stay aligned with the graph - one truth for CS and PM when customers ask hard questions.

Roadmap items evolve with shipping product; the north star is the same: decisions that compound in one system - not faster drafts in isolation.

How it works

One flow - from signal to synced tickets.

The PM-shaped entry path onto the graph - without losing citations, versions, or control when plans change.

01

Prompt

Start with any signal - a metric spike, customer quote, idea, or hunch.

02

Context

Connect GitHub, analytics, Figma, Slack, URLs, recordings, transcripts - the more you add, the sharper the output.

03

Generate

Produce grounded documents and prototype variants in parallel - specs, memos, one-pagers, journeys, and more.

04

Validate

Share a public link. Reviewers click through variants and leave structured feedback - you choose what to incorporate.

05

Tickets

Turn requirements into dependency-aware tickets; groom in plain language; sync to Linear or Jira both ways.

06

Re-index

When scope shifts, paste new context and rebuild. Diff every artifact, accept or reject, commit - nothing updates silently.

PromptContextGenerateValidateTicketsRe-index

Stop juggling

Notion×Linear×Perplexity×Amplitude×Slack×Notion×Linear×Perplexity×Amplitude×Slack×

Connects everything in one place

GitHubCode & patterns
FigmaDesign context
AmplitudeProduct analytics
Linear2-way ticket sync
Jira2-way ticket sync
SlackDecisions & threads
Google WorkspaceDocs, Sheets, GA
URLs & filesScrape, PDFs, transcripts

The decision layer starts with the PM - not where it ends.

Sign in to connect your stack, build the decision graph for your next initiative, and sync execution when you are ready - same workspace your team will grow into across functions.

Demo workspace includes the Clearflow checkout scenario - ready for walkthroughs.