AI Impact Measurement

Not just token spend. Outcomes, rework, quality, and cost in one evidence path.

AI Impact Measurement connects model usage to the work that changed, the review that followed, and the cost required to get there.

What Bridgly measures

Acceptance rate, time-to-PR, rework rate, false-positive rate, cost per merged PR, agent utilisation, and throughput per dollar.

  • Department and team rollups
  • Source, repo, model, and provider lenses
  • Outcome attribution

How it works

Connectors feed the graph, the graph derives cost and outcome attribution, and the evidence inspector traces any number back to source activity.

  • Connector events
  • Graph-derived attribution
  • Evidence inspector

Leadership and team views

Executives see where AI is changing the organisation, while teams can drill into the operational events that explain the signal.

  • Executive signal
  • Team drilldown
  • Forecasts and variance

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See how AI is changing work across your organisation.

Tell us where AI is already being used. We will show how Bridgly gives leaders visibility, measures impact, supports teams, and keeps permissions intact.

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