AI & Agentic SystemsAI pilots everywhere, but nothing in production?
For companies that want AI to create value, not features: agents and workflows that hold up in production.
Priced to scope
01What you get
- A map of where AI pays, and where it doesn’t
- Agents and workflows with clear human decision points
- Integration with your products, data and tools
- Evaluation that shows the system works reliably
- A report on what moved, and what didn’t
02How we get there
- Free consultation
- Opportunity workshop
- Design
- Build and integrate
- Evaluate
- Report
03Tech stack
- Models
- Anthropic API · OpenAI API · Gemini API
- Agents
- Vercel AI SDK · OpenAI Agents SDK · LangGraph · MCP
- Retrieval
- pgvector · Qdrant
- Evaluation
- Langfuse · Braintrust · Promptfoo
- Automation
- n8n · Inngest · Temporal
- Build
- Claude Code · Cursor · Python · FastAPI
04
Pricing
Priced to scope
Every project is priced once we know what the work needs. The first 30-minute consultation is free. Prices exclude VAT.
Free tools
- AI Opportunity Scorecard
Ten questions about one task. You see the verdict, the best mode and the human role straight away.
- AI Product Quality Canvas
Eight boxes that pin down what an AI feature should do, how it fails and how you will know it works.
05
Related work
All projects
AIMotionshiftUnlocking AI-powered video & animation.Product & Design / Website / AI & Agentic
AIAmassAI research for life sciences, with every claim traced to its source.Product & Design / Website / AI & Agentic
AIINITEngineering intelligence for the industries that build the world.Branding / Website
AITalentiqaGiving AI superpowers to HR departments.Branding / Website / Product & Design06
Questions
What does AI & Agentic Systems include?
AI strategy, agentic workflows, integration and evaluation: we find where AI changes the economics of your business, then design and build agents and workflows that hold up in production.
Who is it for?
Companies that want AI to create value in their products or operations, not just add features, including teams moving on from early AI experiments.
Do you build AI products or advise on them?
Both. The work covers the strategy and the design and engineering of the agents and workflows themselves.
How does a project start?
It starts with a free 30-minute consultation: you tell us what your company needs and what is in the way, and we find out whether we are the right team for it. Scope and timing are agreed together after that, based on what the work needs.
How does it relate to your other services?
Digital Transformation helps a whole company work with AI. AI & Agentic Systems designs and builds specific systems.
Further thinkingAre humans always in the loop?Perspective