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How Tolan uses Braintrust

ConfirmedVendor case study · Checked Nov 5, 2026
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The use case: how Tolan deploys Braintrust

Tolan, an AI companion app, uses Braintrust so non-technical subject matter experts can review conversation logs, curate problem-specific datasets, compare prompt versions in playgrounds, and deploy prompt changes to production without engineering handoffs.

In the customer’s words

A lot of what we're working on is really squishy stuff
Lily Doyle, Research & Product, Tolan — Source

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Based on Braintrust’s published case study. We check the public evidence; the results are reported by the vendor.

braintrust.dev
Last checked
Nov 5, 2026
braintrust.devCaptured Braintrust case study about TolanOpen source capture
What the story claims, and what we checked

What we compared with the page.

  • The figure: 4xChecked

    Printed word for word on the page, near the name of Tolan.

  • The passage quoted aboveChecked

    Copied word for word from the page, near the name of Tolan.

  • Tolan uses BraintrustChecked

    Confirmed line.

  • The result itselfNot checked

    We quote it; we did not measure it.

Before implementing this workflow, prompt changes required coordination between subject matter experts and engineers. Now, domain experts identify issues, create datasets, test solutions, and ship changes, resulting in 4x the number of weekly prompt iterations.
From the page. braintrust.dev