Real engagements with global enterprises across AI, software, cloud, and data. Each story includes the problem, the approach, and the measurable outcomes.
A Tier-1 financial institution needed to modernize its collections platform with production-grade machine learning that could handle 3.5 million monthly accounts. Within two quarters, a custom ensemble model meaningfully changed business outcomes — and the bank had an AI capability it could replicate across other functions.
Read the full story →Consolidating three disconnected patient-facing systems into a single modern portal — with FHIR-native EHR integration and AI-powered triage.
Read story →Turning years of clickstream data into a Kafka-to-feature-store-to-recommendation pipeline, deployed across every digital touchpoint in 18 weeks.
Read story →A 15-year-old monolithic platform decomposed into independently deployable services with full backwards compatibility throughout the migration.
Read story →FinOps + Kubernetes consolidation + CI/CD overhaul — measurable wins on cost and velocity in a single quarter.
Read story →Sensor-to-prediction-to-work-order pipeline using historian data, deployed in waves over 6 months with measurable downtime reduction at every site.
Read story →Our own internal research effort — a deterministic agent framework that became the foundation for half a dozen client deployments.
Read story →Tell us about your initiative. A senior engineer will reply within one business day with honest scoping thoughts.