Re-architecting Legacy Systems
- Case Study·module delivery: months to days
7 Months to Modular: Re-Architecting a Multi-Tenant SaaS Platform Without Stopping Delivery
A multi-tenant SaaS platform where every new feature touched core code, tenant isolation was one missed filter away from a breach, and new modules took months to build. What the re-architecture looked like, the decisions that proved right, and the ones that required re-strategization.
8 min read - Case Study·92% faster delivery
From Weeks to Days: How We Re-Architected Two Legacy Platforms Without Stopping Delivery
Two systems, two domains, one root problem: scattered core logic with no single source of truth. A payroll tax consolidation engine modernized to add new tax codes in 2-3 days instead of 3-4 weeks. A gift card platform rebuilt to onboard partners in 8-11 days instead of six weeks.
7 min read
MLOps & Agent Evaluation
- Case Study·query time: days to seconds
From Days to Seconds: How an AI Query Layer Eliminated the Data Request Backlog on a Gift Card Platform
Providers and merchants on a digital gift card platform needed redemption data, balance figures, and settlement analytics to run their business - but every question required submitting a request to engineering. An AI sidecar with natural language query and role-based data isolation changed that.
6 min read - Case Study·12 regressions caught
Building a Production LLM Evaluation Pipeline: How We Caught 12 Regressions Before They Reached Users
A three-phase evaluation framework - 200-item golden dataset, automated pipeline with LLM-as-Judge, and daily production monitoring - reduced mean time to detect quality issues from 14 days to under 6 hours.
6 min read
Free strategy call
Thirty minutes.
Three concrete recommendations.
We review your current technology landscape, identify your top three risks, and tell you what to do next. No deck, no commitment — just senior judgement, on the record.