Workflow and repetitive-task audit
I map the workflow, identify repetitive steps and define where AI can help, which inputs it needs and where human review belongs.
I combine 16+ years in marketing with AI-assisted research, prompt design and workflow automation. I start with the business problem and check whether the solution actually helps solve it.
I can review one process, build a prototype or help a team apply AI to its own work. I define scope and pricing after assessing the workflow.
I map the workflow, identify repetitive steps and define where AI can help, which inputs it needs and where human review belongs.
I design workflows to find, qualify and structure information for market research, competitor analysis and new opportunities.
I define the logic, design prompts, build a workflow prototype and test it on real examples before launch.
I help teams use AI for research, content and deliverables, with clear instructions and quality checks.
Choose a task to see how I would approach automating it.
The output is a comparison, source links and findings for a specific decision.
Discuss this workflowI developed an agent for my own workflow: finding relevant vacancies, matching them to my experience and sending tailored applications with a relevant résumé. I am testing the workflow and using feedback to refine it.
This project lets me test discovery, data verification, personalisation and agent actions together. For a client workflow, I define sources, access permissions and launch conditions separately.