ChatGPT & AI workflows
Explore summarization, drafting, knowledge assistance, and structured information processing. Connect appropriate use cases to business tools through APIs and automation.
CHATGPT / OPENAI / AUTOMATIONAI that connects
AI that connects
to the way you work.
Go from a promising prompt to a useful workflow—with the infrastructure, integrations, and human review to support it.
n8n & Make integration
Connect triggers, business rules, data transformations, and notifications. Design for exceptions, repeated events, and handoffs as well as the happy path.
Private & modular AI
Explore local models with Ollama alongside external AI services. Choose architecture around data requirements, capability, operational effort, and cost.
Real-time voice products
HeroCall Kids explores educational character conversations using OpenAI Realtime, with development focused on voice interaction and a provider-agnostic architecture.
Useful before complicated.
Define the task
Identify the user, the source information, and the decision or action the workflow supports.
Build a bounded pilot
Connect only the required systems. Keep sensitive access scoped and consequential actions reviewable.
Validate & hand over
Evaluate real examples, document limitations, and agree how the team will operate and maintain it.
AI expertise, backed by systems experience.
My infrastructure and service-operations background helps connect an AI idea to its operational dependencies. The goal is a workflow people can understand, use, and maintain.
Independent consulting. References to ChatGPT and OpenAI describe technologies; they do not imply partnership or endorsement.
Discuss an AI project