AI tools
AI Tools For Practical Workflow Automation
AI is useful when it plugs into real work. I build focused AI tools that extract, classify, summarize, route, and prepare actions while keeping the operator in control.
ai-tools.plan
input.docs -> normalize -> extract
agent.tools = search + classify + draft
operator.review(required=true)
Use Cases
/Turn documents, emails, or forms into structured data
/Create assistants for intake, triage, support, or internal operations
/Add human approval checkpoints before AI output affects the business
/Build review screens that make model output inspectable
Deliverables
AI interaction modelPrompt and tool architecturePrototype interfaceReview and correction workflowFirst milestone roadmap
Process
01Map the workflow and identify where AI should act
02Define inputs, outputs, confidence signals, and review points
03Build a typed prototype with a usable interface
04Refine prompts, states, and operator controls
Direct engineer contact
Start with a concrete first milestone.
Share the workflow, the intended users, the current friction, and the outcome you want. I will turn that into a practical build direction instead of a vague proposal.