We don't publish hypothetical marketing claims. These architectural teardowns break down real production constraints, benchmarks, and exact code topologies engineered for venture-backed founders and enterprise clients.
14–28 Day Production Cadence100% Client Code OwnershipMathematically Verified Telemetry
Zero Downtime Cutover·Series A Enterprise FinTech Platform
Engineered an autonomous multi-agent reasoning loop utilizing LangGraph and Redis Enterprise. Eliminated human triage bottlenecks, reduced p95 execution latency from 650ms to 78ms, and processed $45M+ with zero downtime.
Replaced an unmaintained, slow legacy search platform with a hybrid sparse-dense vector retrieval engine. Integrated Cohere reranking, dynamic semantic caching, and sub-100ms response guarantees across 12 million documents.
Modernized a brittle 40TB legacy SQL monolith into a unified Microsoft Fabric OneLake architecture. Enforced governed dbt data contracts, sub-second semantic model queries, and 68% compute cost reduction.
40 TBData Volume100% data fidelity
14x FasterQuery SpeedupDirect Lake engine
-68%Cloud CostAnnual compute savings
Microsoft FabricAzure Synapsedbt ContractsDelta LakeDirect Lake
