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Ask your plan anything.

Answers come from your own customers, priorities and specs, with the quotes behind them. Ask it to change something, and it does.

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Priorities 5 to work on
Improve retention Keep customers past month one3 to work on
1Add dark mode#12
2Fix mobile checkout#14
3Dark mode charts#13
Drive trials Trial to paid2 to work on
4Fix onboarding step 2#9
5Launch email for dark mode#16
Asking about Priorities
Why is dark mode first?

Two customers asked for it, and it serves Improve retention, your top goal.

Kitty · Sunshinewave"any chance of dark mode? my eyes"
Ben · Possumhill"dark mode coming?"
#12 Add dark mode →
Ask, or say what to change…

Wherever you are

Asking about Priorities
Why is dark mode first?

Two customers asked for it, and it serves Improve retention, your top goal.

Kitty · Sunshinewave"any chance of dark mode? my eyes"
Ben · Possumhill"dark mode coming?"
#12 Add dark mode →
Ask, or say what to change…
Beside your workOpen it on any page.
Ask about thisOn #12 Add dark mode
On a priority or a customerStart from what you're looking at.
#productOscar@annsa who's waiting on export?Kitty at Sunshinewave, since 21 Oct
In SlackAsk from any thread.
⏺ annsa.ask "why is #12 first?"
  ⎿ 2 customers · Improve retention
From your agentThe same answers over MCP.

Answers with the evidence

Every answer shows where it came from: the customer's words, the priority, the decision. Follow any link to check it yourself.

Asking about Priorities
Why is dark mode first?

Two customers asked for it, and it serves Improve retention, your top goal.

Kitty · Sunshinewave"any chance of dark mode? my eyes"
Ben · Possumhill"dark mode coming?"
#12 Add dark mode →
Ask, or say what to change…

Say what to change

Ask it to move a priority, add a customer request, or write a spec. It makes the change in the same conversation. Drop in a CSV to bring feedback in.

Priorities
Improve retention
1Fix mobile checkoutmoved by Ask · just now
2Add dark mode2 customers asked
3Dark mode charts
Move checkout above dark mode.

Done. Fix mobile checkout is now first under Improve retention. Four customers are waiting on it.

Ask, or say what to change…

It remembers what you decided

Past chats are saved and searchable. Ask what you decided about dark mode last month, and it finds the answer and the reason.

Learn about memory
Ask
Search past chats
What did we decide about dark mode charts?Yesterday · answered from #12
Write the spec for calendar syncSpecMon
Which customers are waiting on export?Last week
Import feedback.csvLast week · 48 rows

Everything you'd expect

Ask about thisOn any priority or customer.
Writes specsFrom your evidence, on request.
CSV importDrop a file anywhere.
Saved chatsSearchable.
SlackAsk from any thread.
For your agentsThe same answers over MCP.

Annsa asks Annsa, every day

737

priorities shipped or shared in Annsa's own workspace, as of 2 Nov 2026.

The tipping point to leading a company of agents is when AI is across your product, marketing, sales, customer support and it's not possible to steer it all. AI and your agents are only as good as the direction you give them.

I built Annsa to help me build Annsa. Now much of it runs on self-drive.

Cat Williams-Treloar, founder of Annsa

Questions people ask.

Where do the answers come from?

Your own workspace: customers, priorities, specs and decisions. Not the web.

Does it change things without asking?

It changes what you ask it to change, straight away, and tells you what it did.

Can my agents use it?

Yes. Agents ask the same questions over MCP.

Works with the rest of Annsa

PlanningThe plan your agents read first.AgentsEvery agent works from the same plan.FeedbackKnow who asked, what got built, and what they were told.

The source of direction for agent teams.

Begin with one agent and the work that matters next.