AI Consulting & Solution Engineering

From Requirement to Working Solution.

Bring us your idea, business problem or use case—even if the details are still taking shape. We help clarify the requirement, assess where AI adds value and build a practical solution in agreed stages, from an initial prototype to an MVP or scoped application.

Capabilities

What We Do

Start with the use case. We help define a feasible approach and develop a solution around your goals, available data and agreed scope.

Use-Case Discovery & Feasibility

Turn an idea or loosely defined requirement into a clear starting point. We assess the intended users, desired outcome, available data and key constraints, then recommend an approach and scope for the next stage.

Custom Solution Development

Build a prototype, MVP or application around your use case. We develop in agreed stages, demonstrate progress and refine the solution with your feedback. Features, integrations and deployment responsibilities are defined for each engagement.

GenAI & Knowledge Solutions

Help users find information, summarize documents, extract key details and prepare drafts from selected sources. We shape document assistants and knowledge solutions around your use case, using retrieval-augmented generation (RAG) where appropriate.

AI Agents & Workflow Automation

Explore and prototype AI agents for defined tasks and workflows, with human review at agreed steps. Scope and integrations are assessed for each use case.

What We Can Help You Build

Illustrative use cases. The approach and delivery scope are assessed for each project.

Product prototypes and MVPsTurn an idea into a prototype to explore the experience, or a scoped MVP for initial use and feedback.
Document and knowledge assistantsFind information, summarize documents and prepare drafts from selected sources.
Custom business applicationsSupport a defined process with tailored screens, data handling and relevant integrations.
Agent workflow prototypesExplore how an agent could perform a specific task, with human review at agreed points.

A note on technology

We select the approach and technology after reviewing your use case, available data, constraints and budget.
Delivery Approach

How We Work

We agree on the outcome before building and use review points to keep the work aligned with your needs.

  1. 01
    UNDERSTAND
    Understand

    Discuss the use case, intended users and desired outcome.

  2. 02
    ASSESS & SCOPE
    Assess & Scope

    Review feasibility, data and access needs; agree deliverables and success criteria.

    Discovery may conclude here.

  3. 03
    BUILD & DEMONSTRATE
    Build & Demonstrate

    Develop the agreed solution in stages and show progress.

  4. 04
    REVIEW & REFINE
    Review & Refine

    Test against the agreed criteria, gather feedback and address issues.

    ↻ Refine and rebuild — back to Build & Demonstrate

  5. 05
    HANDOVER & NEXT STEPS
    Handover & Next Steps

    Deliver the agreed outputs and discuss further development or support.

A note on the process

Engagements may conclude with a feasibility assessment, prototype, MVP or scoped application, depending on your needs.
Engagement & Fit

Ways to Work With Us

Start with an introductory conversation. If your use case needs substantial investigation, we can scope a paid discovery engagement. If the requirement is already clear, we can move directly to a scoped proposal.

Discovery & Feasibility

For ideas that need investigation before a build can be scoped. Receive a solution brief, recommended approach and proposed next steps. Technical assumptions that need practical testing can be explored through a separately scoped proof of concept.

Discuss Discovery

Prototype or Proof of Concept

Explore the proposed experience through a prototype, or test a key technical assumption through a proof of concept. Receive an agreed demonstration, findings and recommendations for further development.

Discuss a Prototype

Scoped Solution Development

For requirements that are sufficiently clear to build. Develop an MVP or application with agreed features, review points and deliverables. Deployment and handover responsibilities are defined in the project scope.

Discuss Your Build
Why Work With Us

Why Work With Us

Start with your use case

We help clarify the problem, intended users and desired outcome before recommending an approach.

See progress as we build

Review demonstrations at agreed checkpoints and provide feedback as the solution takes shape.

Make informed next-step decisions

Understand what has been built, its limitations and what further development would involve.

Have a Use Case in Mind?

Share your idea, business problem or workflow. We'll discuss what you want to achieve and the right starting point.