Experience
Business systems, Oracle, data, insurance, retail, ERP, infrastructure, and software delivery.
About Manish
Practical AI training grounded in real systems experience
I help organisations understand AI in plain business language and turn it into useful workflows.
Founder and operator perspective
My background includes systems, Oracle, data, infrastructure, ERP, reporting, and business applications. That experience shapes how I teach AI: start with the work, understand the risk, then apply the tool.
I am trained in practical OpenAI adoption topics including ChatGPT Business, Codex, Custom GPTs, and OpenAI-powered workflow design. The focus is not tool collecting. The focus is helping people use the right tool with clear judgement.
"AI should make work clearer, faster, and safer. If it only creates noise, it is not yet useful."
Approach
Practical examples, realistic adoption steps, and clear human review where it matters.
Reach
Based in East Africa and available for online training and consulting with organisations globally.