I help you use AI to win more customers, keep them longer, or eliminate expensive work. Bring me an idea, and I will help determine the strongest way to make it valuable.
Not sure what to build yet? We can identify the highest-value opportunity together.
revenue · retention · workload · customer experience
A short overview of relevant experience.
Good prospects are missed when qualification, quoting, and follow-up are slow or generic.
AI can help make each customer journey more relevant and easier to complete.
Customers leave when value is hard to find, answers arrive slowly, or important tasks involve too much friction.
AI can help customers reach value faster and receive useful help in context.
Repetitive intake, research, reporting, and coordination consume attention without creating meaningful value.
Carefully designed automation can reduce that workload while keeping people in control.
A useful customer need may be clear, but turning it into a dependable paid capability is difficult.
AI can create an opportunity for a premium feature, workflow, or entirely new product.
Tell me what you want to improve, automate, or create. I will assess the idea, connect it to a meaningful business outcome, and recommend the strongest first step.
Tell me how your business works and where it feels slow, expensive, or limited. We will identify the AI opportunity most likely to improve revenue, retention, customer experience, or operating efficiency.
Explain what you want to improve, automate, or create. A technical specification is not required.
We connect the idea to a concrete outcome: revenue opportunity, stronger retention, reduced workload, faster service, or a new paid capability.
I recommend the smallest version capable of proving whether the idea is valuable. You see a working version early, with progress demonstrated throughout the engagement.
Before paid work begins, you receive a clear proposal covering the intended outcome, scope, deliverables, responsibilities, timeline, price, payment structure, and support expectations.
Progress is shown through working versions rather than presentations, and evaluated against the intended business outcome.
Deployment, handover, maintenance, and continued development are agreed according to your needs.
You do not need a technical specification or deep AI knowledge. I will explain what is needed, why it matters, and when it is required.
Before work begins, we agree on responsibilities, milestones, required access, feedback expectations, and what a successful result means.
Initial assessment is free, with no obligation. Paid work is scoped and quoted before it begins. You receive a proposal covering the intended outcome, scope, deliverables, responsibilities, timeline, price, payment structure, and support expectations before making a commitment. Cost depends on the work required, not a fixed starting package.
You own the custom deliverables created specifically for your project once the agreed payment has been completed. I retain ownership of pre-existing tools, reusable components, and general methods. When these are included, you receive the rights required to use the complete delivered solution. Third-party services and open-source dependencies remain subject to their own licenses and usage fees.
Access is limited to what is required for the project. Client information is used only to deliver the agreed work, and credentials are handled through appropriate secure systems. Before work begins, we agree on which providers and infrastructure may process the relevant data. Privacy-sensitive and self-hosted approaches can be considered when required. NDAs are available when needed.
I take on a limited number of projects at a time so every client works directly with me and receives focused attention. Availability, milestones, communication, and support expectations are agreed before every engagement.
Ownership and security wording is a practical summary, not a complete legal agreement.
No. You can bring a specific AI idea, or we can discuss how AI could improve your business and identify the strongest opportunity together.
I personally review it. If it is a plausible fit, you receive an initial assessment, a recommended first step, and an invitation to discuss the project.
The strongest ideas connect to a business outcome such as winning more customers, retaining them longer, reducing repetitive work, improving service, or creating something customers will pay for.
General AI tools are useful, but they do not automatically understand your customers, processes, permissions, data, or desired business outcome. A custom implementation connects those pieces into a repeatable experience.
Initial assessment is free, with no obligation. Paid work is scoped and quoted before it begins. You receive a proposal covering the intended outcome, scope, deliverables, responsibilities, timeline, price, payment structure, and support expectations before making a commitment. Cost depends on the work required, not a fixed starting package.
You own the custom deliverables created specifically for your project once the agreed payment has been completed. I retain ownership of pre-existing tools, reusable components, and general methods. When these are included, you receive the rights required to use the complete delivered solution. Third-party services and open-source dependencies remain subject to their own licenses and usage fees.
Yes. The usual goal is to improve what already exists rather than rebuild everything.
Handover, maintenance, hosting, support, and continued improvement are agreed as part of the engagement.
Access is limited to what is required for the project. Client information is used only to deliver the agreed work, and credentials are handled through appropriate secure systems. Before work begins, we agree on which providers and infrastructure may process the relevant data. Privacy-sensitive and self-hosted approaches can be considered when required. NDAs are available when needed.
If AI is not the right approach, I will say so during the initial assessment rather than forcing it into the problem.
I have spent eight years building and operating production systems. I also maintain several projects of my own, which keeps me close to evaluation, deployment, monitoring, cost, and maintenance after the first release.