Draftsheet AI

Draftsheet AI is an AI-driven tool made for law firms that want to stop losing billable time to manual timekeeping. It runs in the background while solicitors work, capturing activity across email, document editors, browsers and practice management systems, then organising that activity into a clear timeline for timesheets.

The platform avoids logging sensitive content like keystrokes or full document text, instead using activity patterns and durations to build sessions. At the end of a period a user can generate a report, have the AI assign sessions to matters and billing codes, and produce concise narratives for each entry. Entries can be approved, edited, merged or reassigned before export to billing systems.

Corrections feed into a personalised model, so the system learns from reassignments and code changes and becomes more accurate for each user over time. Firms can use Draftsheet AI to audit missed time alongside existing systems or replace manual timesheet workflows entirely, depending on their needs.

• Passive activity capture across common work tools
• Automatic session grouping, matter assignment and billing code suggestions
• Generates professional time-entry narratives and exports to billing systems
• Learning from user corrections to improve accuracy
• Firm-level reporting on captured, approved and billed hours

https://draftsheet.ai/