Case Studies

Real B2B teams. Real outcomes.

A few representative wins from the engineering, ops and startup teams we work with.

SaaS · 80 engineers

Engineering cycle time down 32%

Problem: Leadership had no clear view of where delivery was slowing down or how AI Copilot was actually being used across squads.
Solution: Rolled out the AI Copilot Developer Monitoring Platform across all engineering teams with weekly leadership reviews.
Result: Cycle time down 32%, stale PRs cut by 60%, Copilot acceptance up by 14% in the first quarter.

32%

Faster cycle time

E-commerce ops

Problem: An ops team of 12 was spending 1.5 days per week pulling reports from 6 different tools.
Solution: We built a custom AI reporting platform that pulls, normalizes and summarizes data, with leadership-ready PDFs.
Result: 80% of recurring reports now generated automatically. Saved ~60 hours/week and surfaced 3 process bottlenecks.

60h/wk

Time recovered

Series A startup

Problem: An early-stage AI startup needed a credible MVP for enterprise pilots before their next fundraise.
Solution: Embedded with the founders, we shipped a production MVP — auth, billing, dashboard, integrations — in 8 weeks.
Result: 3 paid pilots signed in the first month, $1.2M ARR added before Series B close.

8 wks

MVP to revenue

Talk to us about your goals. We'll show you what's realistic and what's not.