product manager · claude
Customer interview — finding saved
FindingAI makes every silo more productive. Ambix makes the whole team aligned.
Ambix is your team’s shared product context — where strategy, priorities, decisions and learnings live as structured data your AI tools can reason from, and your whole team can navigate without booking a meeting.
Work through Claude or Cursor. When something matters, it lands in Ambix — connected to the strategy and initiatives it belongs to. When the next session starts, that context is already there. Over time, the whole team moves from the same understanding of why — not just what.
Works with any AI tool that speaks MCP — an open standard, so you’re not tied to one vendor.
The product, in one moment
“Save this in Ambix.”
You’re running a customer interview in your AI tool. You dig into pain points, map them against competitors, pull together hours of analysis. When you’re done, you say: “Save this in Ambix.”
Your AI tool creates a Finding and asks which initiatives and opportunities it affects. You confirm in seconds. The next time priorities get set, that analysis is already in the room.
It doesn’t just save. It connects.
Your Finding lands as a link in a chain — the opportunity it informs, the initiative it shapes, the objective it serves, up to the why. One thread, and you can walk it in either direction.
you say "save this"
- Findingthe learning you saved
- Opportunitywhat it informs
- Initiativewhat it shapes
- Objectivewhat it serves
- North Starthe why
you ask "what's the why?"
So it goes both ways. Mid-task, ask your AI tool “what’s the why behind this initiative?” — it walks that thread back: the strategy, the decisions, the context, inline. No tab-switch. No meeting. No waiting for the person who was there when the decision was made.
The next morning, your teammate’s session already knows. Everyone navigates from the same understanding of why — not because they were told, but because the context is there when they need it.
Getting started
What changes on Monday.
01
Paste one URL into your AI tools
Each teammate adds Ambix to the AI tool they already use. Takes about two minutes — pick your client below.
02
Import the strategy you already have
Paste in the strategy doc you already wrote. Your AI tool reads it with you and files it as strategy, initiatives and findings — nothing to re-write.
03
Say “save this in Ambix” when something matters
Work as usual. When something matters, say the words — it lands connected to the strategy and initiatives it affects, and the next session starts from there.
Not a storage bucket. Not another silo of information. Ambix is your shared product context — the why behind the work, structured so your whole team can reach it.
Your existing product development tools stay exactly as they are. Ambix connects through MCP and works alongside them — so strategy and priorities stay aligned with the work happening everywhere else.
Your engineers change nothing: same editor, one new connection, and the shared product context is just there.
Who sees what
Two ways in. One shared product context.
Work through your AI tools
Sessions end. What mattered in them doesn’t — it lands in the shared product context, linked to the strategy and initiatives it affects.
engineer · cursor
Architecture decision linked to its initiative
Initiativedesigner · claude
Usability test reframed an initiative’s assumption
Findingproduct leader · claude
North star pressure-tested
DiagnosisFor the rest of the team
The web app shows where things stand — strategy, active initiatives and latest findings — without requiring an AI license. It’s an overview of the strategy, priorities and progress your team has built together.
Because alignment shouldn’t require an AI license, the product team can leverage the power behind their AI clients to pull together clear summaries, visuals and presentations from the workspace — and share them in seconds. Removing the need for static documents to update and keep track of.
In the web app
The whole strategy, at a glance.
Everyone on the team opens these — read-only views of the shared product context, no AI session needed. Swipe through.
OverviewWhere is your strategy moving?The pulse of the team — what’s active and what moved this week, grouped by the six domains you navigate by. 
IdentityWhy do we exist?Purpose, value position and principles — who the team is and what it believes, open to everyone with no AI session needed. 
DirectionWhere are we going?Guiding policy, north star and the objectives driving the work — the team’s direction in one read-only view. 
PriorityWhat do we focus on next?Where the team has chosen to focus, horizon by horizon — themes and the initiatives in flight under each. 
ProgressHow do we move forward?What’s moving right now — work grouped by the initiatives that carry it, with where each one stands. 
LearningWhat are we learning?What the team has discovered and is still learning — opportunities mapped to the journey, with the findings behind each. 
CourseAre we still on course?A bearing on every horizon and theme — clear, on course or drifting — rolled up from the course-checks logged as the team works.
The six domains
Six questions, one shared context.
Identity
Why do we exist?
Direction
Where are we going?
Landscape
For whom are we building?
Priority
What do we focus on next?
Learning
What are we learning?
Progress
How do we move forward?
Ask your AI client why we’re building this — it already knows. The thinking behind it →
Plain facts
The answers we’d want up front.
- Auth
- OAuth, handled by your AI client. No API keys to manage.
- What the server sees
- Only your workspace, isolated on every request. Every change is recorded — you keep the full history.
- Your data
- Never used to train any model. Yours to delete on request.
- Writes
- Ambix proposes, you confirm. Nothing lands in the shared product context without you saying yes — and because nothing is overwritten, you can correct the record by updating it.
- Control
- Each workspace has an owner who controls who can join. Remove someone and their access ends — membership is checked on every request.
- Hosting
- Hosted in the EU.
- Works with
- Claude, Cursor — any MCP client.
- Pricing
- Free for 30 days, then $99 per workspace per month. No per-seat fees.
- Who’s behind it
- A dedicated small team, building in Sweden — we run our own product work on Ambix every day.
Get started
Start with your next session.
Create your workspace
Sign up, create a workspace, and connect the AI tools you already use. No invite needed — you own the workspace and control who joins.
Free for 30 days, no card to start. Then $99 per workspace per month, no per-seat fees — and your workspace carries over.