For builders
Decide as fast as you build, and prove the call.
Annsa turns customer evidence into a ranked decision, grounds the specification in your connected codebase and returns outcome evidence after the release ships.
Keep product judgment in the build.
The customer need, reasoning, files, constraints and acceptance criteria travel together—ready for your coding agent through MCP.
Customer context stays attached.
The build starts grounded.
Every release adds memory.
Evidence in. Grounded build out. Outcome back.
The loop connects discovery, delivery and learning without asking builders to reconstruct the product context.
01
Signal lands
Slack · calls · feedback
02
Evidence clusters
14 signals · 6 accounts
03
Team decides
Ranked #1 · rising
04
Spec is grounded
Customer + codebase
05
Outcome returns
Memory grows
The product
See the loop inside the product.
Priorities ranked in the middle, the spec they became on the right, every number tracing back to the customers who asked.
The decision, the grounded specification, the proof.
Asked + answered.
Q1
Does Annsa replace product judgment?
No. Annsa runs the intelligence and keeps the evidence connected. Your team owns the judgment gate and the build.
Q2
How does work reach a coding agent?
A grounded specification can be handed into Cursor, Claude Code and other agent workflows through MCP.
Q3
How do we know whether the call worked?
Annsa reconnects the shipped release with the customers who asked and returns customer response and connected metrics as outcome evidence.
annsa
Build with the evidence. Prove the call.
Annsa runs the intelligence. You and your agents run the build.