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Platform AI Theme Detection

Understand · Concept capability

Find the pattern. Keep the nuance.

Bring related observations together without losing what each person actually said. Suggested themes give your team a starting point for review.

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Synthetic product preview. No live AI processing.

Theme reviewSAMPLE DATA
RELATED OBSERVATIONS

I’m not sure who owns the next setup step.

SRC-2041

We expected a handover but nobody reached out.

SRC-2044

Support told us to ask the account team.

SRC-2051
CANDIDATE THEMEOnboarding handoff

Ownership is unclear during setup.

A human reviews the suggested interpretation before it becomes a finding.

The problem underneath

Similar concerns rarely arrive in the same language.

One person asks for a handover. Another wonders who owns setup. Reading them in isolation hides the shared problem.

From observation to understanding

A deliberate workflow.

01

Collect the observations

Start with feedback from interviews, calls, tickets, and surveys. Preserve the original words and source context.

02

Review a candidate theme

Inspect the supporting excerpts. Split broad groups, rename unclear labels, and remove evidence that does not belong.

03

Confirm the interpretation

A reviewer accepts the theme and writes a plain-language insight. Contradictory observations remain visible.

The useful output

A theme your team can explain, with its supporting and conflicting evidence still attached.

Designed for product teams reviewing recurring requests. Keep the interpretation reviewable and the next action specific.

Find your team’s workflow
EXAMPLE REVIEW RECORD

Onboarding handoff

Observation

People cannot identify the owner of the next setup step.

Evidence

SRC-2041 Interview · SRC-2044 Call

Open question

Which point in the handoff creates the uncertainty?

Next step

Review the setup journey with Product and Customer Success.

Illustrative artifact · reviewed by a person

Keep the workflow connected

What comes next.

Understand

Evidence Trails

A clear path back to the original words.

Understand

Trend Explorer

Understand what is changing over time.

Prioritize

Priority Signals

Make the reason behind the priority visible.

Questions, answered

Keep the expectations clear.

Clear expectations make a better evaluation.

Does the concept AI make decisions for a team?

No. The proposed workflow suggests candidate themes and draft interpretations. A person reviews the evidence, adjusts the wording, and decides what to do next. This prototype does not process real feedback.

Clarity you can trace

See the whole evidence workflow.

Explore a concept workflow that connects customer feedback to a clear next step.

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