Intelligence · Ask

Ask your product, about product intelligence.

A question in plain language, an answer from your own data — with the rows behind it. “Which accounts asked for version history?” gets a real answer, cited.

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What did we deprioritise last month, and why?
Three priorities dropped out of Next in April. The biggest was Version history — dismissed on Apr 4 after two enterprise accounts churned and the evidence score fell below threshold. The full reasoning opens beside this chat.
Has it come back since?
Yes — 5 new signals this week, across 2 accounts. Radar flagged it under Coming back on Monday.
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— The problem —

The answer is in your data. The dashboard just won’t say it.

You don’t want a chart of feedback volume by week. You want to know which enterprise accounts have been asking for version history since spring, and what they said. That question doesn’t fit a dashboard filter, so you end up scrolling, exporting to a spreadsheet, and reconstructing the answer by hand.

Annsa answers the question directly. Ask in plain language and it draws from your signals, priorities, briefs and help context — and shows you the rows behind every claim.

— How it works —

From question to cited answer.

Ask reads across the four surfaces annsa indexes today.

01
Ask in plain language.

No query syntax, no filters. Type the question the way you’d say it.

Plain-language question
“Which accounts asked for version history?”
Tandem · Ask
02
Answered from your data.

Annsa searches feedback, priorities, briefs and help context by meaning, not keyword. With GitHub connected, code context is in the mix too.

4 surfaces searched by meaning
Version history requestFeedback
Restore an earlier draftPriority
Version history spec V2Brief
03
Cited to the entity.

Every claim links to the priority, brief or customer it came from, so you can click through and verify.

3 accounts · cited
Version history, since Mar — Northwind
Priority #14
04
Kept in a thread.

Conversations persist — open a question again later, or archive when you’re done.

Thread · persists
Version history — who & how longOpen
Q1 sentiment trendOpen
Invite link expiryArchived
— What makes it different —

Every answer is auditable.

An answer you can’t check is just a guess with confidence. Annsa shows its working on every response.

Cited to the row.

Each claim links to the priority, brief or customer behind it. You can click through to the evidence rather than take the answer on faith.

Context-first on every priority.

Open a priority and annsa has already pulled the trajectory, the evidence confidence, the account spread and the top quotes — through the /assistant/context/{priority_id} endpoint. The answer is ready before you type the question.

Grounded in your data, not the model’s.

Ask answers from what your customers said and what you shipped — not from general knowledge. If it isn’t in your data, it doesn’t appear in the answer.

— Everything in this feature —

The rest of the answer.

Search by meaning

Semantic search across feedback, priorities, briefs and help context, by meaning rather than exact keyword.

Source-typed results

Every result shows whether it’s a feedback row, a priority, a brief or a help article.

Click through to evidence

Every cited claim opens the underlying entity panel.

Threaded conversations

Keep a question open across multiple turns; archive or rename threads when you’re done.

Saved questions on a schedule [planned]

Re-run a question and get the answer in your inbox.

— Questions —

Asked and answered.

What kind of questions can I ask?

Anything grounded in your data — which accounts asked for what, what shipped recently, where sentiment is heading, why a priority ranks where it does. You ask in plain language.

Where do the answers come from?

From your own feedback, priorities, briefs and help context — searched by meaning. With GitHub connected, code context is included. Ask doesn’t answer from general knowledge; it answers from your data.

How do I know the answer is right?

Every claim is cited. You can click through to the priority, brief or customer the answer drew from and check it yourself.

Can I re-run a question regularly?

Scheduled saved questions are planned. Today, conversations persist as threads — open the same question later and keep the context.

Does it search across all of annsa?

Today Ask covers four surfaces: feedback, priorities, briefs and help (plus code context when GitHub is connected). Outcomes, accounts and memory rows in the same search box are planned.

Go deeper

Learn more about the annsa Intelligence suite.

Just ask.

Ask is part of annsa’s Intelligence suite — where autonomous product intelligence compounds.