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Lumen Health Healthtech 14 weeks

Lumen · A fullstack rebuild of a 6-year-old platform

Replaced a tangled six-year-old Rails monolith with a clean Django + Next.js platform, doubled the page-load speed, and shipped without a single hour of downtime.

Fullstack HealthtechAWSDjangoNext.jsPostgres

01/ The challenge

Lumen's platform served 280 hospitals but was held together by tribal knowledge. Three engineers had left in a quarter, and onboarding new ones was taking eight weeks. Every new feature was breaking two old ones.

02/ The approach

We did a four-week audit, picked Django + Next.js for the rebuild, and ran the old and new platforms in parallel for the migration. We wrote a thin compatibility shim, migrated one tenant at a time, and pushed an exhaustive eval suite into CI from day one.

03/ The outcome

Page load speed
2.5x
Downtime during migration
0 hrs
End-to-end
14 wks

P95 page-load dropped from 1.8s to 720ms. Onboarding a new engineer is now under two weeks. Zero unplanned downtime during the migration.

“Migration across 280 hospitals without a single hour of downtime. Honestly, that was the part I didn't think was possible going in.”

Daniel Park
CTO · Lumen Health

Velo · An AI co-pilot for ops teams

Built an AI ops co-pilot that drafts SOP responses, triages tickets, and writes weekly performance digests for a 50-person operations team, cutting average ticket time by 62%.