AI agents, optimization & scripting
Put AI to work on useful business tasks.
Start with a specific problem. Explore where an AI agent, a better workflow or a custom script could save your team repetitive work.
Explore an automation idea
Find a useful first project
AI works best when the task and the expected result are clear. I help businesses look at recurring work, understand the information involved and decide where automation could be useful. Sometimes a straightforward script is the right tool; other tasks may benefit from an AI assistant or agent.
AI agents with a defined role
An agent can help connect steps in a workflow. Possible starting points include organizing incoming requests, preparing summaries, finding information in approved documents or drafting a response for someone to review.
We’ll define what the tool should do, which information it can use and where a person needs to check or approve the result. A small, well-defined project gives us something concrete to evaluate.
Make existing AI tools more useful
- Prompts and instructions: Clarify the task, context and expected output.
- Business information: Consider how approved, relevant information can support better answers.
- Workflow design: Fit the tool into the steps your team actually follows.
- Output evaluation: Review results against examples and refine what is inconsistent.
Custom scripts for repeatable work
Automation also includes the practical jobs that do not need AI. Custom scripts can help with system administration, routine data processing and repeatable tasks across Windows, Mac and Linux environments.
Start small and review the results
Bring one task your team repeats regularly. We can look at the current process, the information it uses and what a useful result would look like. Privacy, access and human review are part of that conversation from the beginning.
Let’s talk about what you need.
Tell me about one repetitive task or an AI tool you would like to improve.