Jul 17, 2026

Google Drive Picker, Claude Sonnet 5, and Faster Extraction

Two backend releases to start the week. The headline is a native Google Drive picker, so documents you already keep in Drive no longer need a round trip through your downloads folder. Extraction got faster, and every run now reports what it cost.

Getting documents in

  • Google Drive picker: Pick files straight from Drive with a native picker. No downloading and re-uploading to get a document into Go.

  • Faster extraction: Documents process faster during extraction. The difference shows most on large batches.

  • Extraction that matches your structure: Extraction results follow the data structure you defined more closely, which makes outputs easier to compare and review.

Models and runs

  • Claude Sonnet 5: Available in the model picker for chats and ad-hoc tasks where you want stronger reasoning.

  • Token and cost tracking per run: Every run reports its token usage and cost. You can see which work is expensive before the invoice tells you.

  • Warnings when an answer is cut short: If a response hits the output limit, you are told. A truncated answer used to look like a finished one.

  • Long runs that finish: Runs no longer crash when a model reaches its token limit mid-action. Long tasks fail cleanly instead of dropping everything.

Review and status

  • Live queue status: Queue state updates as work starts moving, with no page refresh.

  • Cleaner evidence highlights: Source highlights no longer stack duplicate boxes around the same passage.

  • Python results render: Output from a Python run displays correctly when the run returns files.

Precision AI for Institutional Workflows

Build once.
Deploy across teams.
Improve over time.

Precision AI for Institutional Workflows

Build once.
Deploy across teams.
Improve over time.

Precision AI for Institutional Workflows

Build once.
Deploy across teams.
Improve over time.