

Adrian Parlow
Mar 26, 2025
Adrian Parlow, co-founder and CEO of PointOne, revolutionizes legal tech with AI solutions for time tracking and bill review. He discusses the traditional struggles law firms face with billing and how automation can streamline these processes. Adrian shares his journey from lawyer to entrepreneur and the insights he gained at Wefunder that fueled his transition. The conversation dives into the broader implications of AI in the legal profession, advocating for innovation and rethinking legal education to prepare future lawyers for this changing landscape.
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AI Automates Lawyer Timekeeping
- PointOne uses AI to automate lawyer timekeeping and bill review, reducing tedious tasks.
- It captures work details, creates time entries, and pre-reviews bills for errors and compliance.
AI Enables Complex Timekeeping
- Timekeeping is complex due to client and practice differences but AI makes it solvable now.
- Initial product aimed narrowly to reduce scope and increase technical feasibility, now moving to broad passive tracking.
From Chaos to Structured Time Entries
- Capturing work data comes from many digital sources like documents, calls, emails, and browsing.
- The challenge is transforming chaotic input into structured, accurate time entries through AI processing.