Workflow Labs

Practical AI workflow tools built for operational bottlenecks.

More workflow tools to help optimize startups are coming soon. The lab builds focused systems around specific needs instead of generic AI demos.

Already built

Email follow-up systems that turn good conversations into scheduled next steps.

Built for a LitigationConnection client: a workflow that reaches out to contacts after good conversations and schedules follow-up.

Email generator workflow
Legal data workflows

PACER and CourtListener parsing systems.

Systems that parse legal data to identify attorneys representing plaintiffs and defendants, then support downstream matching and outreach workflows.

P

PACER parsing

Extract useful representation data from legal filings and case information.

C

CourtListener workflows

Use open legal data to support attorney identification and segmentation.

AI

AI-assisted outreach

Generate matching criteria, cold call scripts, email copy, and follow-up sequences.

A printed call list annotated by hand: turn spreadsheets into data, faster
From a marked-up call sheet to a working system.
The throughline

Turn the spreadsheet into data. Faster.

Most operating bottlenecks start as a messy sheet someone is wrangling by hand. Workflow Labs turns that into repeatable systems — for sales follow-up, legal data workflows, outbound sequencing, billing reconciliation, and startup operating systems.