Verticals
Organized by industry.
Most of these are full write-ups; a few are still in progress. If one looks like your situation, ask about it directly — a call will always tell you more than the page will.
Legal
An AI deal-sourcing agent for a litigation finance firm
A standalone app that scans public litigation databases, ranks new deals, and drafts outreach automatically — pushing deal volume roughly 5x.
- Sector
- Litigation finance
- ARR
- $4B ARR
- FTE
- 21 FTE
- Harness
- Claude
A matter intelligence layer for a mid-size law firm
A system that reconciles matter ownership and status across iManage and Outlook, routes documents automatically, and finds the firm's best clause language in seconds.
- Sector
- Legal
- ARR
- $45M ARR
- FTE
- 100 FTE
- Harness
- ChatGPT
Consumer Goods & Products
Claude enablement and a reporting dashboard for a beverage brand
Org-wide Claude enablement plus a dashboard that replaced a manual weekly reconciliation across 28 data sources.
- Sector
- Beverage / CPG
- FTE
- 20 FTE
- Harness
- Claude
Inventory and discount-performance dashboards for a CPG retailer
Catalog, inventory and discount-performance dashboards giving leadership one view across four stores and a contract-manufacturing line.
- Sector
- CPG retail
- Harness
- Claude
AI enablement and an automated leadership report for a hardware company
A discovery-to-automation engagement that replaced ungoverned personal AI use with one sanctioned Claude workflow, including an automated weekly leadership report.
- Sector
- Hardware
- ARR
- $50M ARR
- FTE
- 90 FTE
- Harness
- Claude
E-Commerce
Delivery workflow mapping and automation for an ecommerce agency
End-to-end delivery mapping and automation for an agency serving DTC and B2B ecommerce clients — now packaged as an offering of its own.
- Sector
- Ecommerce agency
- FTE
- 100+ FTE
- Harness
- Claude
Back‑office financial operations automation for a retail company
The finance close, reconciliation and reporting work that quietly consumed a team's week, automated end to end.
- Sector
- Retail
Construction
Billing and quoting automation for a concrete supplier and general contractor
Automated billing, payment-discrepancy detection and quote generation across two related construction businesses — about 95% of the process now automated.
- Sector
- Construction
- ARR
- $27M ARR
- Harness
- ChatGPT
A custom outreach agent for a construction company
Outreach that reads like the people who sent it, at a volume the team could not have reached by hand.
- Sector
- Construction