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HR & Recruiting·2–6 weeks·2 weeks

Engagement & Exit Analyzer

Open-text comments are where the truth is. The agent reads engagement surveys, exit interviews, performance review notes — clusters themes, scores sentiment, flags teams trending into attrition risk. People-team output goes from anecdote to evidence.

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OUTCOMES
Time to surface attrition risk
Quarters earlier
Attrition (top-risk teams)
−18%
Comments analysed
100%
PROBLEM
The problem

What this fixes.

  • —

    Nobody reads 5,000 open-text comments

  • —

    Attrition signals show up after the resignation

  • —

    People-team operates on anecdote

CAPABILITIES
How it works

Three jobs, on rails.

Cluster

Themes by team

Topic modelling across surveys + exits + 1:1 notes.

Flag

Attrition risk

Per-team trending with leading indicators.

Track

Over time

Quarterly deltas — what improved, what didn't.

EXAMPLE
A real moment

One scenario, one outcome.

The scenario

Across 220 open-text responses last quarter, two engineering teams keep raising 'manager 1:1s are cancelled'.

The outcome

People-team dashboard flags both teams as elevated risk. Two months later: 1:1 cadence is back, voluntary attrition on those teams falls from 12% to 4%.

Engagement

Scoped on a call.

Delivery

2 weeks

Engagement model

Pilot → retainer

Scope confirmed in a 30-minute call. Fixed scope, fixed timeline before you sign. We'll send a one-page proposal within 48 hours.

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MIRROR·tested on us first · 100%AUTOMATIONS·50 ready to shipCATEGORIES·10 business functionsLIVE PRODUCTS·2 of our ownSTUDIO·Vienna, AT · since 2019MIRROR·tested on us first · 100%AUTOMATIONS·50 ready to shipCATEGORIES·10 business functionsLIVE PRODUCTS·2 of our ownSTUDIO·Vienna, AT · since 2019
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