Services
Three ways of working, one discipline: understand the operation, define the value metric, ship something real, and iterate in production. Everything we recommend, we’ve built and operated ourselves.
AI agent delivery
For teams who want AI that acts, not just answers. We design and build agentic systems end to end: multi-agent orchestration, retrieval (RAG and GraphRAG), knowledge graphs and memory architectures, tool design with permission classes, and human approval flows for consequential actions.
- Discovery workshop → value metrics → working proof of concept in weeks, not quarters
- Production hardening: guardrails, evals, cost metering, audit trails, multi-tenant security
- Grounded, evidence-cited outputs designed to minimise hallucination — built for real operations, not demos
Data platforms & governance
AI is only as good as the data underneath it. We build the governed foundation: Databricks architecture, curated gold layers designed for both analytics and agentic consumers, semantic layers, entity resolution, ontologies, taxonomies, metadata standards, and data quality frameworks with real observability.
- Genie and natural-language analytics agents on governed data
- Entity resolution and profile unification across fragmented CRM and event systems
- Unity Catalog governance, reference data management, quality scorecards
Forward-deployed engineering
A senior AI engineer embedded with your team — fractional or full-time, on site or remote. We translate ambiguous business problems into working software, own the full stack from data pipelines to deployment, and transfer the capability to your people as we go.
- AI strategy and roadmaps grounded in what your data can actually support
- Pilot delivery — including AI-assisted engineering practices for your existing team
- Stakeholder workshops that get marketing, product, sales and data teams pulling the same way
How engagements start
Usually with a short, fixed-scope discovery: we map the operation, the data, and the highest-value AI opportunity, and give you an honest build/buy/wait recommendation — whether or not we do the build.
DI Consultants 