AI consulting
Identify where AI can help, what data is needed and how to evaluate the outcome.
Proposed deliverable: Diagnosis, prioritized opportunities and a validation plan.
A manual process. A product that needs to move beyond an idea. An AI application that needs data, tools and verification. We start with the problem and define a useful deliverable.
Identify where AI can help, what data is needed and how to evaluate the outcome.
Proposed deliverable: Diagnosis, prioritized opportunities and a validation plan.
Connect tools and reduce repetitive work with a workflow that can be monitored and maintained.
Proposed deliverable: A bounded process, integrations, failure handling and documentation.
Turn a hypothesis into a usable experience to test with real people.
Proposed deliverable: A core workflow, functional prototype and validation guide.
Structure tasks, tools, memory and verification for an agent-based application.
Proposed deliverable: A phased workflow, acceptance criteria and observability.
Build or improve applications with interfaces, data and integrations aligned with the product.
Proposed deliverable: A functional mobile/web increment with an agreed scope.
Map waste, simplify steps and turn operational rules into tools.
Proposed deliverable: Current and future process maps, a baseline and an actionable improvement.
Help your team apply AI and automation to a problem from its own work.
Proposed deliverable: A practical session, exercise, materials and next steps.
Address a defined technical need with implementation, verification and documentation.
Proposed deliverable: A bounded delivery or contracted ongoing development.
First we establish the process and expected outcome. Then we define a deliverable, required access and acceptance criteria. Implementation progresses through demonstrations and verification. You receive the solution and the information needed to operate it.
Scope, timeline and price are defined in the proposal.
No. We start with the problem, constraints and expected outcome.
Yes. Scripts, integrations, interfaces and process improvements are part of the work.
Yes. A diagnosis, prototype or bounded workflow can support a larger decision. Scope, timeline and price are defined in the proposal.
Yes. I am open to a strong opportunity in software engineering, applied AI or technical leadership.
NEXT STEP
Tell me what happens today, where the friction is and what needs to change. We can assess a path toward automation, a product or an AI system.