Technology
The full stack. Not the top of it.
Six layers. Each one chosen, built, and operated with the same rigor. Deployable on-premise, in sovereign cloud, or hybrid — wherever your data is allowed to live.
01Ingestion
Batch, streaming, and CDC connectors across databases, APIs, file drops, IoT feeds, and legacy government systems. Whatever shape your data arrives in, we can bring it in.
02Quality & Governance
Schema validation, deduplication, lineage tracking, PII classification, and access controls. The work nobody wants to do — done properly, once.
03Warehouse & Feature Store
Columnar warehouses for analytical queries, feature stores for model serving, vector stores for retrieval. Right store for the right job.
04Models
Classical statistics where they work. Gradient boosting where they don't. Deep learning where it earns its place. LLMs as orchestrated components — not the whole system.
05Decision Layer
Rules, policies, scenario simulation, and guardrails turn model outputs into recommended actions — with explanations a regulator, an auditor, or a minister can read.
06Delivery
Executive dashboards, operational APIs, chat surfaces, exports. Whatever interface makes the decision cheaper to make — we build it.