What changed, in numbers — not adjectives
Every case study below follows the same structure: the problem as it actually was, what we changed, and the metric that moved because of it.
Cutting loan approval time from 3 days to 40 minutes
Rebuilt a manual, spreadsheet-driven loan underwriting process into an automated decisioning platform integrated with credit bureaus and bank statement analysis.
3 days → 40 minutes
Time to decision
Rebuilding a marketplace to survive festival-sale traffic
Re-architected a monolithic storefront that went down during every major sale event into a system that held up through a 22x traffic spike.
4.8s → 1.6s
Page load time
Unifying scheduling and billing across 14 fitness studios
Replaced three different studio-management tools (one per acquired studio brand) with a single scheduling, membership, and billing platform.
5 days → 4 hours
Monthly billing reconciliation time
Next step
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