AI Agents and Workflow Automation

Problem

Work that crosses systems stays manual, or an assistant replies without taking the step.

An AI agent is not a chatbot. It acts inside a bounded process, with approval and an audit trail.

Outcome

A bounded agent can carry one step, with approval and a record of what it did.

What the work includes

• One agreed process step, not an open catalog of tasks.
• Approval before a step changes a system of record.
• A record of what the agent read and what it changed.

What this is not

• Not a body-leasing team.
• Not an unbounded experiment.
• Not a guaranteed financial outcome.
• Not a chatbot installed beside the process.

Identity and existing systems

The agent uses the caller’s identity and the permissions that identity already has. It does not receive a standing key to every system.