FROM YOUR INQUIRY
TO A RUNNING
SYSTEM.
Every engagement follows a clear path. We start with understanding, move to building, and stay for the long run.
Your Inquiry
You come to us with a challenge. We listen, we ask, we assess fit.
Investigation Blueprint
We map your business: systems, processes, data, users. We produce a decision-ready plan for the AI layer.
Engineering Delivery
We build what the blueprint defines. AI layer, integrations, testing, deployment.
Implementation & Maintenance
We keep the system running. As your business evolves, the AI layer evolves with it.
Every engagement starts at step 1. Most clients walk the full path. But the blueprint stands on its own — you can act on it with us or without us.
INVESTIGATION
BLUEPRINT
WHAT IT IS
A focused engagement (2–4 weeks) that maps your current state — systems, processes, data and designs the AI layer. A working technical document, not a slide deck.
DISCOVER
Map how your business operates today. User journeys, data flows, integrations, the gap between what the interface assumes and what users actually do.
DEFINE
Where does an AI layer create real value? Where does it not? TRIZ contradiction analysis. Success metrics. Scope boundaries. Constraints.
DESIGN
Target architecture: Graph RAG schema, MCP action definitions, agent workflows. Tech stack for your context, not ours.
DELIVER
The blueprint document: as-is map, target architecture, AI opportunity map, roadmap, milestones, risks, acceptance criteria, maintenance plan.
WHAT YOU GET
- 01 As-is service blueprint of your business: systems, processes, data flows
- 02 AI layer opportunity map
- 03 Target architecture: Graph RAG schema, MCP definitions, agent designs
- 04 Impact model: what improves and how you measure it
- 05 Scope, risks, constraints
- 06 Technology stack and integration approach
- 07 Delivery roadmap with milestones and acceptance criteria
- 08 Maintenance plan
ENGINEERING
DELIVERY
We build what the blueprint defines. AI layer integrated into your environment. Graph RAG connected to your data. MCP bridge enabling system actions. Agentic workflows for your priority use cases. Testing, deployment, handoff documentation.
IMPLEMENTATION
& MAINTENANCE
Ongoing monitoring, incident handling, performance improvements. New workflows, new data sources, new capabilities — planned and delivered as your business evolves.
THE THINKING
BEHIND THE
BLUEPRINT.
DOUBLE DIAMOND.
Diverge-converge. Messy reality to clear plan.
SERVICE DESIGN.
Full ecosystem mapping: users, backstage, systems, data.
TRIZ.
Contradiction analysis: improve X without worsening Y.
RISK MATRIX.
Every blueprint ships with documented risks and mitigation.