Stories from teams we’ve helped—from zero to launch, and from stuck to shipping.
Grid telemetry, realtime alerts, predictive maintenance.
Risk scoring engine, streaming ETL, audit-ready traces.
Patient intake, privacy-safe retrieval, clinician tools.
Problem: Field devices produced data but no actionable view.
Approach: Edge ingestion → stream processing → compact columnar lakes; live status UI.
Result: Alert time from 15m to <30s; tickets auto‑generated with context.
Problem: Overnight batches hid intraday risk.
Approach: Deterministic features, model registry, explainability views per decision.
Result: 38% faster decisions, audit visibility by default.
Problem: Staff overwhelmed by unstructured records.
Approach: De‑identification, retrieval with guardrails, clinician‑first UI.
Result: Intake time down 42%; fewer copy‑paste errors.
