AI Consulting
Practical AI consulting for leaders and engineering teams: pick the right use cases, set the guardrails, and take AI from pilot to production.
AI consulting that starts with the business problem
Most AI efforts stall between a promising demo and a system people rely on. I help leaders and engineering teams close that gap, drawing on 20+ years of building and running enterprise software in banking and e-commerce.
How I can help
- Choose where AI pays off. Sort the ideas worth doing from the ones that are not, and decide in advance what success, cost and "stop" look like.
- Design it to be trusted. Governance, security, human approval and audit trails, especially where money, customers or regulated data are involved.
- Build the team around it. The roles, skills and delivery habits an AI engineering team needs to ship and keep running.
- Fit it into what you already have. Java, Spring Boot, Angular and cloud platforms, integrated with the systems your business runs on today.
Who it is for
Executives, technology leaders and engineering managers who want a clear, honest view of what AI can do for their organization, and a plan their team can actually deliver.
Working together
We start with a short conversation about your goals and constraints. From there I can offer a focused assessment, a hands-on review of your plans, or ongoing advice alongside your team.
Ready to talk? Send me a message and tell me what you are trying to achieve.