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AI Effort Tracking and Time Allocation

GreyMonk uses AI to analyze engineering effort patterns. It shows how time is allocated across features, refactors, fixes, and reviews. Leaders see where effort drives output and where it gets stuck.

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The Challenge

Effort data is fragmented and anecdotal. Teams do not know if time is going to the right work.

Our Approach

GreyMonk aggregates signals from the engineering workflow and uses AI to classify effort and tie it to delivered results.

Industries Impacted

DevTools / Engineering
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Related Solutions

GreyMonk AI

Transforming gut-feel into data-driven decisions for engineering teams worldwide.

Business Impact

  • Expose hidden bottlenecks

  • Balance time across feature and quality work

  • Increase throughput without burnout

  • Defend priorities with data

  • Reduce unplanned work

  • Improve forecast accuracy

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Partner with us to design, prototype, and deploy.

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