Core offering
Six capabilities that compound. Most engagements begin with one and end with an operating platform your team runs without us.
We audit where AI actually creates margin in your business, score every candidate use case against feasibility, data readiness and regulatory exposure, and return a sequenced roadmap with budgets, target architecture and a build-vs-buy call on every line.
Opportunity mapping · Risk scoring · TCO modelling · Target architecture
Models, vector stores, gateways and evaluation harnesses running entirely inside your VPC or on-premise estate. No data crosses the boundary, every inference is logged, and the whole platform can run air-gapped where the regulator requires it.
Private LLM hosting · Model gateway · RBAC & tenancy · Air-gapped deployment
The unglamorous work that decides whether AI matters at all: wiring intelligence into SAP, ServiceNow, Control-M, core banking and the twenty-year-old system nobody wants to touch — without destabilising any of them.
SAP · ServiceNow · Control-M · Core banking · Legacy adapters
Multi-step agents that own a real business process end to end, with human checkpoints at the decisions that matter, deterministic fallbacks when the model is unsure, and a full trace of what the system did and why.
LangGraph · Tool orchestration · Human-in-the-loop · Deterministic fallback
Contracts, filings, audit files and decades of unstructured archive turned into a queryable, permission-aware knowledge layer that cites its sources every time — so an answer can be checked, not just trusted.
Retrieval architecture · OCR & extraction · Citation enforcement · Permission-aware search
Evaluation suites, drift detection, red-teaming, cost telemetry and audit reporting — the control plane that lets a risk committee say yes, and keep saying yes twelve months later.
Eval harness · Drift monitors · Red-teaming · Cost telemetry