Case studies
Work
These are case studies from 80x engagements: qualification agents, CRM cleanups, LP pipelines, and dashboard repairs, built for venture-capital funds and adjacent firms. Each one describes what was built, the numbers it produced, and what went wrong along the way. Clients stay anonymous under fixed labels; the numbers are real.
A legal-tech company
Teaching a CRM to qualify its own deals
A MEDIC qualification agent reads a 2,086-deal Attio pipeline daily and writes only findings it can cite verbatim, so the citation rate is 100% by construction.
A fund-of-funds
Cleaning up after a botched CRM migration
4,892 notes reduced to 2,358 across four passes, with zero erroneous deletions and a full backup and rollback trail.
An Australian VC fund raising its first fund
An LP fundraising pipeline for a first-time fund
50-plus LP records modeled as their own Attio object, 17 live pipeline entries, and 8 saved views that each answer a question a partner asks weekly.
A European PE platform
Repairing the silent automations behind a deal-flow dashboard
Two silently dead automations found and repaired, with 76 date fields backfilled across 54 deals from the CRM's own status history.
80x's own product
Building a WhatsApp-to-CRM product without an unofficial API
Human-initiated on-screen capture, a server-enforced privacy gate, and a contract-first backend, priced at $29 a month, or $9 a month billed yearly.