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For product builders

The product intelligence
system for growth.

Annsa listens to your customers, decides what matters, writes the spec, and tells the customer when you ship.

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Free for up to 100 pieces of feedback each month.

Annsa ranking 60 customer priorities, with the top one opened into its build-ready spec.
CUSTOMER SIGNALSCOMMERCIAL CONTEXTCODEBASEDECISIONSOUTCOMES

How Annsa works.

Every decision stays attached.

Feedback, priorities, specs, releases and outcomes connect in one product intelligence graph — so you can trace any ship back to the customers who asked.

Know what to build next, why, and in what order.

DiscoveryFind what deserves attention
DeliveryGround the build
IntelligenceLearn what happened

See what deserves attention.

Ranked by revenue, user growth, churn impact and whether it's a new opportunity or a live issue. See who asked, what they pay and how confident Annsa is in the ranking.

Annsa's ranked priorities, topped by Mobile interface is confusing on tablets, with signal and account counts behind each row.

Understand the decision.

Ask why something ranks first and get a straight answer — down to “all nine signals come from a single account.” Disagree? Switch the lens and Annsa re-ranks the priorities.

Annsa answering why Mobile interface is confusing on tablets ranks first: 11 signals, 9 accounts, accelerating, churn risk 39.

Move from decision to build.

Annsa reads your codebase and answers three questions. Have you already built this? Is there a gap? Or is it brand new? The answer becomes a build-ready spec, sized and scoped, that your coding agent pulls over MCP.

Annsa's spec map: 41 codebase files touched by specs, grouped by area.

Make every release compound.

After you ship, Annsa connects the release to the customers who asked and reports what changed — so the next decision starts from evidence, not memory.

Annsa's Share Back: Mobile interface is confusing on tablets shipped, with the 11 customers who asked ready to be told.

The intelligence keeps running, even when you aren't asking.

New signals update the ranking. Decisions carry their evidence into delivery. After you ship, customer response, subsequent feedback and connected metrics return as outcome evidence.

Annsa runs the intelligence. Your team and agents run the build.

Signals update the ranking.
Evidence into delivery.
Outcome evidence returns.

Product intelligence, wherever work happens.

Read the ranking in Annsa, discuss it in Slack, or let your coding agent pull the spec over MCP.

Explore integrations →
annsaPrioritise, reason and manage the product loop in one workspace.
SlackBring customer signals and product decisions into team conversation.
MCP + development toolsSend grounded priorities and specifications directly to coding agents.
CONNECTED TO THE TOOLS WHERE WORK HAPPENS

Built for product builders.

For founders, product leaders and teams connecting customer discovery to what gets built—and what happens after it ships.

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Thinking on product intelligence.

Field notes and essays on deciding what to build from evidence — and proving it worked.

Read the blog →
ARTICLEAutonomous product intelligence
What it means for a product system to learn, adapt and act. A complete guide to the emerging category.Read article →

Start with real customer feedback.

Free for up to 100 pieces of feedback each month. Upgrade when your signal volume grows.

annsa

Build for growth. Learn from every release.

Solo-founded in Sydney in 2025. Launched February 2026.

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