AI & Agentic Systems

We build AI into your existing product or workflow so that it does useful work in production. Not a demo.

Blueline: scope of this sheetDetail 1 / S-03

Condition: Leadership wants AI somewhere in the business, and you need a technical partner who makes it reliable rather than a proof of concept that never ships.
Deliverable: A working AI capability, integrated into your existing product or workflow.
Sequence: Requirements and architecture first: the same engineering discipline as every other service, not a bolted-on chatbot.
We define what the AI may read and do, and connect it to your own tools and data through MCP servers.
We build and integrate: agentic workflows that take multi-step actions, and LLM and RAG features inside software you already run.
Crew: Developer experienced in LLM integration
Often a backend developer for the surrounding systems
Engagement: Does not apply: Assessment first
Applies: Defined project
Does not apply: Ongoing
A defined project for one AI feature or integration. Often paired with Enterprise Integration & Architecture when secure data access is central.
See also: S-02 · Enterprise Integration & ArchitectureSecure, structured access to your systems and data.

N.I.C. · Not in contract

General AI strategy consulting.
Training or fine-tuning models from scratch. We build with existing models and tools.

Specification