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Productivity

Adoption is not enough. We measure whether AI actually changes the work.

Understand where AI improves the work and where it needs adjustment.

In 30 minutes, we define your first use case with a clear ROI.

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RESEARCH · PRODUCTIVITY

A complete workflow, from start to finish.

We measure how time, quality and collaboration change when your team adopts AI. Bernardo Villegas, a doctoral researcher at Cambridge, designs the measurement drawing on his research in AI safety and performance measurement.

  1. Define

    Choose a task and agree what a good result looks like.

  2. Observe

    Measure how the task is performed before introducing AI.

  3. Deploy

    The team uses the agent in the selected workflow.

  4. Compare

    Review time, quality, and usage to decide what to expand.

Impact

What we measure

Establish a baseline and compare equivalent tasks, including review and rework.

  • Timeper task, before and after.

  • Qualityagainst criteria agreed with you.

  • Adoptionsustained use, not just the first month.

Use cases

Other use cases.

  • Talk to your customer right when they are about to drop off.

    An unfinished signup.

    Voice of Customer

  • Every conversation works toward a payment agreement and knows when to hand the case to a person.

    We integrate agents into your collections flow to offer valid options, record agreements and escalate exceptions at any hour.

    Collections

  • Ask your data in your own words. Every answer respects your permissions.

    Your team queries operational information without writing SQL or bypassing its permissions.

    Analytics

Start with a process that matters.

In 30 minutes, we define your first use case with a clear ROI.