AI Solutions

I deliver practical AI solutions — but my focus is delivering working software that solves real problems. Whether it’s an AI chatbot, process automation, or a traditional application, the approach is the same: transparent, structured, and built for your ownership.

How I Work

1. Requirements & Scoping
An in-person digital meeting to understand your goals and needs. Recorded and transcribed to keep the conversation flowing.

2. Solutioning
A high-level solution design is presented and discussed — including hosting, technology choices, and architecture.

3. Requirements Review
Based on the preceding steps, a full requirements document is presented and aligned with you.

4. Initial Version Review
An early version of the product is demonstrated to catch any new wishes or misunderstandings early.

5. Final Delivery
Working software, delivered.

Spec Driven Development — Every adjustment is tracked through SDD, keeping documentation current and aligned with the implementation. This gives you the clear advantage of being able to take full ownership of the solution at any point in the process.

Engagement Models

Build & Handoff

I build the solution end-to-end, deploy it in your environment, and hand over full ownership. Your team takes it from there with documentation and knowledge transfer included.

Best for: Companies with technical teams who want custom AI capabilities without the development overhead.

Build & Maintain

I build and continue to maintain the solution — monitoring, updates, improvements, and support included. You get the benefits of AI with zero operational burden.

Best for: Companies who want AI working for them without needing to build or maintain in-house AI expertise.

Solution Areas

Discuss Your AI Project