How we can help
Identify where AI can be useful, design the right solution, and carry the work through development and integration.
01 / ENGAGEMENT
For teams exploring where AI could create value, or deciding how a proposed solution should fit their existing systems.
What you receive
Use-case prioritisation, integration assessment, success criteria, and a practical delivery roadmap.
How we work
A scoped assessment following an initial discussion.
02 / ENGAGEMENT
For a defined problem that needs evidence before further investment.
What you receive
A working implementation, evaluation against agreed criteria, and recommendations on whether to progress, change direction, or stop.
How we work
Milestone-based delivery with explicit scope and dependencies.
03 / ENGAGEMENT
For organisations building AI capabilities into a product or operational workflow.
What you receive
Architecture, full-stack implementation, system integration, testing, and handover.
How we work
Phased delivery shaped around requirements and technical uncertainty.
04 / ENGAGEMENT
For teams that need experienced architecture, AI engineering guidance, or delivery leadership.
What you receive
Hands-on technical direction, design reviews, engineering support, and collaboration with your team.
How we work
Time-based consultancy or an agreed ongoing engagement.
Engineering foundation
Our core software expertise is in .NET and Azure, complemented by Python and AI tooling where appropriate. Work can include knowledge retrieval, agent orchestration, MCP integrations, event-driven services, and conversational interfaces.
Engagements are led by Paul Spange. Trusted specialists can join where additional expertise or delivery capacity is needed.
Let’s find a useful starting point
Tell us about the challenge, your existing systems, and what success would look like.