01.1
GitHub repo sync
Connect a repository through the official GitHub App and Wingman indexes it into the knowledge graph. Authorize once, revoke anytime.
The AI knows what your product actually does, not what it guesses.
Feedback in.
Shipped product out.
Most tools collect feedback and stop. Wingman runs the whole loop, from raw feedback to shipped code and back.
59 LIVE TODAY·9 SHIPPING SOON·ALL 68 ON THIS PAGE
01ConnectYour docs and codebase become the brain.
68/68 FEATURES
The whole loop, not one box.
Every other tool owns one box and calls it a platform. Wingman owns the whole flight.
app.wingman.pmClick to enlarge
Seven stages, one continuous run from feedback to shipped.
- Connect
- your docs and your codebase become the brain.
- Collect
- every channel of feedback, in one place.
- Understand
- noise clustered into themes you can act on.
- Prioritize
- defensible scores, not loudest voice wins.
- Build
- issues born from the feedback that created them.
- Ship
- changelog out, contributors told.
- Prove
- what shipped, and whether it moved the needle.
Every phase below ends with its full feature ledger — or search all 68 from the bar above.
It read your codebase. It read your customers. Now it connects them.
Connect your product docs and your Git repo. Wingman indexes both into one knowledge graph, then grounds every theme, answer, and PRD in what your product actually does, and what it doesn't. No generic AI fluff. When it talks about your product, it is talking about your product.
KNOWLEDGE GRAPHINDEXING LIVE
UNDERSTANDING SCORE62%
FILES INDEXED1,428
SOURCES LINKED0/5
app.wingman.pmClick to enlarge
Connect a repo with the GitHub App. Authorize once, revoke anytime.
Watch the Understanding Score climb as Wingman learns your product: files analyzed, coverage, repos indexed.
Every AI output is grounded in your code and docs. Themes, chat answers, and PRDs cite what is really there.
Upload docs too. PDFs, specs, and design notes, all parsed into the same brain.
Pinpoint the gap between what users keep asking for and what is actually in the code.SHIPPING SOON
When code is cheap, taste is everything. The brain is how Wingman keeps your taste informed.
YOU CONNECT IT. YOU CONTROL IT.
We read your code so the AI understands your product. Here is exactly what that means.
You connect via the official GitHub App and choose what is indexed. Disconnect or revoke access at any time.
Your index is scoped to your workspace. Retrieval only ever grounds your product's outputs, never another customer's.
Processing runs on frontier LLM providers (Anthropic and OpenAI). Wingman picks the best model for each task; you don't configure it.
FULL LEDGER · CONNECT5/6 LIVE
01.2
Understanding Score
A live readout of how well Wingman knows your product: files analyzed, coverage, repos indexed. It climbs as the index grows.
You always know how much the brain can be trusted.
01.3
Document upload
Drop in PDFs, specs, and design notes. Everything is parsed into the same knowledge graph as your code.
Tribal knowledge stops living in someone's drive.
01.4
Grounded AI outputs
Every theme, chat answer, and generated PRD retrieves from your code and docs before it writes a word.
No generic AI fluff. When it talks about your product, it is your product.
01.5
Model orchestration
Processing runs on frontier LLM providers (Anthropic and OpenAI); Wingman picks the best model for each task automatically.
Frontier quality without a model-picker to babysit.
01.6
Ask-vs-built gap analysisSHIPPING SOON
Wingman cross-references what users keep requesting against what already exists in the codebase.
Spot the gap between demand and reality before the roadmap does.
Feedback doesn't arrive in one place. It shouldn't live in twelve.
Pull feedback from where your customers already are. Wingman ingests it, dedupes the noise, and hands it to the brain. Nothing falls through the cracks because nothing stays in a silo.
Live now
GitHub
Intercom
IntercomSlack
SlackZendesk
ZendeskJira
JiraGoogle Forms
Google FormsPlus spreadsheet upload (CSV/Excel) with AI column mapping. Drop a file, Wingman figures out the columns.
Shipping soon
Microsoft Forms
Microsoft FormsGoogle Sheets
Google SheetsCOLLECT · INTAKE STREAM
LIVE
- Intercom412
- Slack287
- Zendesk231
- Jira168
- Google Forms121
- CSV import65
INTAKE
1,284
ITEMS CAPTURED · 30D
DEDUPEx41
SPAM FILTEREDx17
app.wingman.pmClick to enlarge
A public board where customers post and vote, with vote budgets so it is signal, not a popularity contest.
Your idea board shouldn't be a popularity contest with a subscription fee. Vote budgets keep it honest.
app.wingman.pmClick to enlarge
FULL LEDGER · COLLECT7/8 LIVE
02.1
Native source integrations
Connect Intercom, Slack, Zendesk, Jira, and Google Forms. Feedback flows in with submitter, source, and timing mapped automatically.
Meet customers where they already talk. Zero copy-paste.
02.2
CSV & Excel import with AI mapping
Upload any spreadsheet and the AI maps your columns to the right fields, with templates for B2B, B2C, and internal feedback.
A year of backlogged feedback imported before your coffee cools.
02.3
No-code survey builder
Design a feedback form, publish it, embed it on your site, and collect responses straight into Wingman.
Run targeted research without renting another survey tool.
02.4
Survey analytics
Response counts, completion rates, and per-survey breakdowns, tracked from the moment you publish.
Know which questions earn answers, and which get skipped.
02.5
Public ideas board
A branded portal where customers post ideas and vote, with vote budgets so enthusiasm can't drown out signal.
An idea board that's evidence, not a popularity contest.
02.6
Ideas moderation & replies
Review submissions, set statuses, tag, and reply to customers directly from the moderation queue.
Contributors see you listening, in public.
02.7
Duplicate detection & merge
AI flags duplicate or near-identical feedback pairs with a side-by-side diff and a merge-or-dismiss workflow.
The same request counted once, not five times.
02.8
More sources inboundSHIPPING SOON
Microsoft Forms and Google Sheets connectors are in the build queue.
The intake keeps widening without you lifting a finger.
From noise to signal, without the manual tagging.
Wingman clusters thousands of raw comments into clear themes, reads the sentiment, flags what is spiking, and lets you ask it anything. The triage you used to do on Monday morning is done before you sit down.
SIGNAL TRIAGEINGESTING · 9 FRAGMENTS
Dashboard performanceNEGx41
CSV exportPOSx28
Onboarding confusionMIXx17
app.wingman.pmClick to enlarge
Automatic theme clustering. Feedback grouped by what it is actually about, no manual tagging.
Sentiment and classification. Positive, neutral, or negative; bug vs request vs complaint.
Anomaly detection. A spike or a sentiment shift surfaces before it becomes a fire.
Search across everything. Every theme, every item, one query.
Ask the brain. RAG chat grounded in your feedback and your code.
Feedback is intelligence to interpret, not votes to count.
FULL LEDGER · UNDERSTAND10/10 LIVE
03.1
Automatic theme clustering
AI groups feedback by what it's actually about and writes a summary per theme, with a review-and-save step so you stay in command.
The manual tagging job is gone. The patterns aren't.
03.2
Sentiment analysis
Every item is scored on a five-step scale from very negative to very positive, rolled up per theme, tracked over time.
An instant mood barometer: churn fear or feature gap, at a glance.
03.3
Classification
Feedback is auto-labeled bug, feature request, or complaint the moment it lands.
Triage happens before you open the inbox.
03.4
Anomaly detection
A volume spike or a sentiment shift in any theme gets surfaced the moment it starts moving.
You see the fire when it's a spark.
03.5
Themes gallery
Every theme as a card: feedback count, sentiment rollup, priority score, and a drill-down to the raw verbatims behind it.
Your biggest leverage points, visible in one screen.
03.6
Ask the brain (RAG chat)
A chat grounded in your feedback, your docs, and your code. Ask anything; answers cite what's really there.
Product questions answered with evidence, not vibes.
03.7
Global search (⌘K)
One command palette across themes, feedback, and documents, with type facets, relevance ranking, and inline snippets.
Any customer signal found in seconds.
03.8
Deep table filtering
Filter the feedback table by theme, sentiment, source, language, date, classification, or submitter, with full-text search and highlighting.
"All angry B2B customers asking for export" is one query.
03.9
Daily Briefing
An AI-composed dashboard of new signals, sentiment trends, and the decisions waiting on you. Ready every morning.
Your 30-second sitrep before the day starts.
03.10
Portfolio heatmap
All your products in one grid: feedback volume, sentiment, activity, and priority spread, with 30d/90d/quarter/YTD lenses.
Which product is getting love and which went silent, in one look.
Stop defending the roadmap. Let the score do it.
Score themes with the framework you already trust, or your own. Wingman pre-scores impact, effort, and urgency from the feedback itself, so every call has a paper trail.
Five frameworks built in
- RICE
- MoSCoW
- Kano
- Weighted
- Custom
RANKED QUEUE // Q3 CANDIDATES
AUTO-RESCORE
RICEMoSCoWKanoWeightedCustom
01Bulk edit for tagsFTR-11812471.780%2848
02SSO / SAMLFTR-0926803.090%3612
03Mobile push digestFTR-1319701.285%3330
04Audit log exportFTR-1043642.080%2291
SCORE = (R × I × C) / E
EFFORT IN SPRINT-WEEKS
app.wingman.pmClick to enlarge
AI pre-scoring. Wingman proposes the numbers from the underlying signal; you adjust.
Audit trail. Every score is traceable back to the feedback that earned it.
Defensible decisions, every time. The loudest voice in the room stops winning by default.
FULL LEDGER · PRIORITIZE5/5 LIVE
04.1
Five scoring frameworks
RICE, MoSCoW, Kano, weighted scoring, and fully custom formulas, all built in and switchable per product.
The framework your org already trusts, without the spreadsheet.
04.2
Custom weighted criteria
Define your own dimensions: brand fit, team capacity, strategic bets. Set the weights, and score against them.
Company strategy baked into every trade-off.
04.3
AI pre-scoring
Wingman proposes impact, effort, and urgency numbers drawn from the underlying feedback signal. You adjust; it recalculates.
Start from evidence, not a blank scoring grid.
04.4
Audit trail
Every score traces back to the feedback items that earned it, per theme, per framework.
When a stakeholder asks "why this first?", the answer is one click.
04.5
Inline scoring & export
Edit scores directly in the matrix, watch rankings reorder live, and export the result for the deck.
Prioritization meetings end with a decision, not homework.
The build stage Jira forgot to connect to your customers.
Every issue tracker is an island. Wingman's Work Board isn't. Issues are born linked to the feedback and themes that created them, the AI breaks epics down for you, and when the work ships, the roadmap updates itself. It is the build stage living inside the same loop as everything else. Not another tool to sync.
WORK BOARD // SPRINT 24
TRACE LIVEQUEUED03
Scheduled CSV exports
x7WB-241
SSO error copy
x3WB-236
Slack digest v2
x12WB-244
IN FLIGHT02
Webhook retry backoff
x6WB-229
Dark mode data tables
x9WB-238
SHIPPED01
Rate limit headers
x4shipped
EVIDENCE RIDES WITH THE CARD41 LINKED REPORTS
app.wingman.pmClick to enlarge
Kanban that's keyboard-fast. Columns, priorities, labels, assignees.
Issues born from feedback. Link feedback and themes natively; the AI suggests the links.
AI breaks down epics into concrete sub-issues from the linked signal and docs.
“Why this matters”. An AI summary on every issue, grounded in the feedback behind it.
Ship-back loop. Close the work, and the roadmap theme moves to shipped.
Your tracker is an island. This one's part of the loop.
Standalone trackers manage work. Wingman manages work that's wired to the customers who asked for it.
Issues born from real customer feedback
- Jira / Linear / ADO
- Manual copy-paste
- Wingman Work Board
- Native link, AI-suggested
Break an epic into sub-issues
- Jira / Linear / ADO
- You do it by hand
- Wingman Work Board
- AI does it from the linked feedback and docs
“Why does this issue matter?”
- Jira / Linear / ADO
- You write the justification
- Wingman Work Board
- AI summary, grounded in the feedback behind it
Shipping updates the roadmap
- Jira / Linear / ADO
- Separate sync or another tool
- Wingman Work Board
- Closes back to the roadmap automatically
Feedback, docs, and work in one place
- Jira / Linear / ADO
- No, another silo to sync
- Wingman Work Board
- Yes, one loop, one cockpit
Grounded in your actual codebase
- Jira / Linear / ADO
- No
- Wingman Work Board
- Yes, via the Knowledge Base brain
Everything a tracker does, plus the one thing none of them do: stay connected to the reason the work exists.
One tool, one loop. Rip the sync scripts out.
FULL LEDGER · BUILD8/8 LIVE
05.1
Keyboard-fast kanban
Columns, drag-and-drop, and shortcuts for a board that keeps up with you.
Board admin at the speed of thought.
05.2
Priorities, labels, assignees, due dates
Four priority levels, custom labels, owners, and deadlines on every issue.
Everything a standalone tracker does, in the same cockpit.
05.3
WIP limits & column config
Per-column titles, colors, descriptions, done-states, and enforced work-in-progress limits.
Workflow discipline the board enforces for you.
05.4
Issues born from feedback
Create issues linked to the feedback and themes that demanded them; the AI suggests the links.
No orphan tickets: every issue knows why it exists.
05.5
AI epic breakdown
Point the AI at an epic and it decomposes it into concrete sub-issues using the linked feedback and docs.
An afternoon of ticket-writing done in a minute.
05.6
"Why this matters" summaries
Every issue carries an AI summary grounded in the customer feedback behind it.
Engineers see the customer, not just the ticket.
05.7
Issue comments
Threaded discussion on every work item, next to the linked feedback and themes.
Context stays with the work instead of scattering into DMs.
05.8
Ship-back loop
Close the work and the linked roadmap theme moves to shipped, automatically.
The roadmap updates itself. Rip the sync scripts out.
Drafts written from the feedback that demanded them.
PRDs, epics, user stories, tech specs, and status updates, generated from your themes and grounded in the brain. Context-aware, editable, regenerate any section. Seconds to a first draft you would actually defend.
DRAFT BAYAUTO-DRAFT
PRD: Scheduled CSV exports
DOC-047 // SOURCE: 38 SIGNALS
PROBLEM
EVIDENCE
SCOPE
ACCEPTANCE
PULLING CITATIONSDRAFT 14%
app.wingman.pmClick to enlarge
Generate PRDs, epics, stories, specs, status updates. Not just one doc type.
Streamed live. Watch it plan and write, token by token.
Grounded and editable. Pulls from feedback, docs, and code; edit inline, regenerate a section.
Publish or embed. Share a doc as a public page.
FULL LEDGER · DOCUMENTS6/6 LIVE
06.1
AI document generation
Generate PRDs, epics, user stories, tech specs, and status updates from your themes, grounded in your feedback, docs, and code.
Seconds to a first draft you'd actually defend.
06.2
Live streamed drafting
Watch the document plan itself and write token by token. No spinner, no black box.
You see the reasoning as it happens, and can stop it early.
06.3
Inline editing & section regeneration
Edit anywhere, or regenerate a single section with an AI rewrite while the rest stays put.
Polish without starting over.
06.4
Version history
Every save is kept; roll back to any earlier cut of the document.
Experiment freely: nothing is ever lost.
06.5
Theme & feedback backlinks
Documents link to the themes they serve, and themes list the documents written from them. Both directions, automatically.
Every spec can prove which customer problem it solves.
06.6
Publish & embed
Share any document as a public page or embed it outside the app.
Stakeholders read the source, not a stale export.
A roadmap that lives and breathes.
Drag themes from idea to shipped. Stakeholders see the live view, not last quarter's slide. Publish a public roadmap with your branding.
FLIGHT PLAN // PUBLIC ROADMAP
PUBLICPLANNED03
Jira two-way syncx41
Custom SLA rulesx29
Public API keysx18
IN FLIGHT02
Scheduled exportsx84
Slack digest v2x37
SHIPPED01
CSV import wizardx113
CHANGELOG
v2.3CSV import wizard is live06-24 14:07
AUTO-ANNOUNCE ON SHIPNOTIFIED187WATCHERS
app.wingman.pmClick to enlarge
Idea to planned to in-progress to shipped, drag-and-drop.
Built from your themes, or create items by hand.
Public roadmap. Branded, embeddable, always current.
FULL LEDGER · ROADMAP5/5 LIVE
07.1
Drag-and-drop pipeline
Move themes from idea to planned to in-progress to shipped on a visual board, built from your themes or by hand.
The roadmap is a control surface, not a slide.
07.2
Public branded roadmap
Publish the roadmap as a customer-facing page or embeddable widget, in your branding, always current.
Stakeholders see the live view, not last quarter's deck.
07.3
Auto-publish control
Choose per column what goes public automatically and what stays internal.
Transparency on your terms.
07.4
Changelog drafting
A draft-to-publish workflow with sections for features, improvements, and fixes, plus AI summaries of what shipped.
Release comms written once, published everywhere.
07.5
Public changelog & embeds
Every release gets a shareable public URL, and the whole log can be embedded on your site.
Your ship record becomes marketing that writes itself.
Close the loop, or lose the trust.
Collecting feedback is the easy half. Wingman does the half nobody else finishes: it goes back to the people who spoke. When feedback is vague, it spots it, drafts the clarifying question, and emails the contributor, automatically or on your sign-off. Their reply lands back in Wingman, threaded to the original signal. The conversation lives next to the feedback, not buried in someone's inbox.
Spot vague feedback and ask the right question. AI-drafted, 1 to 3 questions that actually change the triage.
Send automatically or on approval. Clarification, status-change, thank-you, and survey follow-up rules, with your own timing and templates.
Replies come back in, threaded to the feedback item, with unread tracking, so the loop is a conversation, not a broadcast.
Tell contributors when you ship. The people who asked hear that it is done.
Auto-fold each reply back into the theme: re-clustering and enrichment from the answer.SHIPPING SOON
THREAD FDB-2317
CLOSE-LOOP
Marta OseiHead of Ops, FieldstoneMAR 11 09:42
“We export usage CSVs by hand every Monday. If Wingman could schedule those exports we’d save half a morning, every week.”
WingmanFOLLOW-UPJUN 02 14:07
23 REPORTERS NOTIFIED2 REPLIED
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Draft and publish a branded, embeddable changelog. AI summarizes what shipped.
Speed without signal crashes planes. Closing the loop is how the signal gets back to you.
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FULL LEDGER · CLOSE THE LOOP4/5 LIVE
08.1
Vague-feedback detection
When feedback is too thin to act on, Wingman spots it and drafts one to three clarifying questions that would actually change the triage.
"It's slow" becomes a reproducible report, without you chasing it.
08.2
Follow-up automation rules
Clarification, status-change, thank-you, and survey follow-up emails, sent automatically or on your approval, with your timing and templates.
Every contributor hears back. You approve, not compose.
08.3
Threaded replies with unread tracking
Customer replies land back in Wingman threaded to the original feedback item, flagged until read.
The loop is a conversation, not a broadcast.
08.4
Ship notifications
When work linked to feedback ships, Wingman can tell the exact people who asked for it.
The fastest trust-builder in product: "you asked, we built it."
08.5
Reply re-clusteringSHIPPING SOON
Each answer folds back into theme analysis, re-clustering and enriching the signal automatically.
Follow-ups make the brain smarter, not just the inbox fuller.
Did it work?SHIPPING SOON
The last question every roadmap dodges. Wingman is building the answer: trace a shipped feature back to the feedback that demanded it, and forward to whether it moved retention and revenue.
Impact tracker. What got built from which customer voice.SHIPPING SOON
ROI signals. Did the shipped work move the metrics.SHIPPING SOON
A loop you can't measure is a guess with extra steps. This is the part that ends the guessing.
AFTER-ACTION // SHIP DEBRIEF
LOOP CLOSEDFTR-076Scheduled CSV exportsSHIPPED v2.4
MENTIONS/WK
4141
SENTIMENT
2.12.1
ADOPTION
12%12%
VERDICT // T+6 WKEVALUATING SIGNAL
FULL LEDGER · PROVE1/6 LIVE
09.1
Lineage reporting
Trace the full chain from feedback → theme → score → document → work item → shipped, and export it as a report.
"This feature came from 47 customer requests." With receipts.
09.2
Impact trackerSHIPPING SOON
Link shipped features back to the customer voices that demanded them and track what moved after release.
Quantified impact per feature, not anecdotes.
09.3
ROI predictorSHIPPING SOON
Estimate revenue impact before building, from feedback volume, sentiment, and segment size.
Bet on features with the odds in view.
09.4
Insights hubSHIPPING SOON
Cross-theme trend analysis, contributor analytics, and sentiment time-series in one place.
Spot opportunities before they spike.
09.5
Market intelligenceSHIPPING SOON
Aggregate what customers love and hate about you versus the alternatives they mention.
Positioning informed by verbatims, not hunches.
09.6
AI status reportsSHIPPING SOON
A weekly digest of sentiment, top themes, shipped items, and upcoming priorities, composed automatically.
The leadership update writes itself.
A second product shouldn't cost you a second brain.
Run B2B, B2C, and internal products side by side — feedback, themes, scores, and roadmaps isolated per product. Roles for the team, real-time sync, your branding on everything public, and your data exportable any day you want it.
FLEET VIEW
3 PRODUCTS LIVEP-01Atlas Mobile412182 DECISIONS WAITING
P-02Fieldstone Console876WATCH
P-03Billing Core23341HEALTHY
FLEET TOTAL732 OPEN2 WAITING
app.wingman.pmClick to enlarge
FULL LEDGER · COMMAND DECK8/9 LIVE
10.1
Multi-product workspaces
Run B2B, B2C, and internal products side by side: feedback, themes, scores, and roadmaps isolated per product.
A whole portfolio without cross-contamination.
10.2
Members & roles
Invite teammates as admins, members, or viewers with workspace-level permissions.
Everyone gets exactly the access they need.
10.3
Real-time sync
Every change propagates to every teammate instantly. No refresh, no stale boards.
One board, one truth, zero "did you reload?"
10.4
Brand kit
Set your logo and colors once; public roadmaps, changelogs, and idea boards inherit them.
Public artifacts that look like you, not like your vendor.
10.5
Notifications
Email and in-app alerts for high-priority feedback, mentions, and shipped work, filtered by relevance.
Aware without the notification firehose.
10.6
Exports
Pull feedback, themes, scores, or roadmap data out as CSV or JSON whenever you want.
Your data stays yours. No ransom at the exit.
10.7
Guided onboarding
A first-run wizard walks you from product setup to first import to first themes, with contextual guidance in every empty state.
From signup to first insight in one sitting.
10.8
Self-service billing
Upgrade, downgrade, and track usage (API calls, surveys, emails) without talking to sales.
The plan follows your needs, not a sales cycle.
10.9
Public API & automationSHIPPING SOON
A documented REST API plus Zapier recipes for wiring Wingman into anything else.
If it has a webhook, it can join the loop.
The whole loop. One cockpit.
Stop stitching a feedback tool to a roadmap tool to a Jira board to a doc editor. Run the loop in one place, from the first piece of feedback to the shipped code and back to the customer who asked.
Closed alpha. Limited spots.
Still comparing tools? All 68 features are searchable on this page.
You fly the product. We cover your six.
Straight answers.
Does Wingman replace Jira or Linear?
For most product teams, yes. The Work Board handles columns, priorities, labels, assignees, and AI epic breakdown. Unlike a standalone tracker, every issue is linked to the customer feedback that created it, and shipping it updates your roadmap automatically.
What happens when I connect my code repository?
Wingman indexes your repo into a knowledge graph through the official GitHub App. From then on, every theme, chat answer, and generated PRD is grounded in what your product actually does, not generic assumptions. You can revoke access at any time, and your index only ever grounds your own workspace.
Is my source code safe?
You connect through the official GitHub App and choose what is indexed. Your index is scoped to your workspace and only grounds your own product's AI outputs. Processing runs on frontier LLM providers (Anthropic and OpenAI), and Wingman picks the best model for each task.
Can Wingman actually close the feedback loop?
Yes. When feedback is vague, Wingman drafts a clarifying question and emails the contributor, automatically or on your approval, and their reply comes back threaded to the original feedback. When you ship, it can tell the people who asked. Automatically folding replies back into theme analysis is shipping soon.
What feedback sources does it support?
Intercom, Slack, Zendesk, Jira, and Google Forms today, plus CSV/Excel upload with AI column mapping, built-in surveys, and a public ideas portal. Microsoft Forms and Google Sheets are on the way.
Which prioritization frameworks are built in?
RICE, MoSCoW, Kano, weighted scoring, and fully custom formulas, with AI pre-scoring of impact, effort, and urgency drawn from the underlying feedback.
How do I get access?
Wingman is in closed alpha. Request early access from any button on this page. Spots are limited.