Michael Berger / AI implementation
Custom AI agents.
Custom AI agents use business context and connected tools to complete a defined task, such as preparing a proposal, researching an account, or routing a customer request.
Discuss your workflow ↗How it works in your business.
An agent needs a job description as much as a model. I define what it can read, which actions it can take, and when it must ask a person. The build is tested against representative work before it becomes part of your daily operation.
The first conversation covers your current tools, the people involved, and what a successful handoff looks like. Scope, access, and ongoing responsibilities are agreed before implementation.
Project scope
What we can put in place.
These are potential components of a scoped project. The audit determines which ones your business needs.
- 01Reception, appointment intake, and booking
- 02Executive assistance and inbox triage
- 03Proposal drafts and pre-call research
- 04Collections reminders and client intake
- 05Meeting notes converted into assigned tasks
- 06Review-response drafts for approval
- 07Procurement opportunity monitoring
- 08Document quality checks
- 09Customer support, sales, and website assistants
Define the task. Check the result.
For AI work, we define acceptable output, permitted actions, and the points where a person reviews a decision. For integrations, we check the full path from incoming information to the destination record.
Your team receives the context needed to use the workflow and recognize exceptions. The level of automation follows the task and the evidence from testing.
Explore the scope
Related services.
Before we start.
Can this work with my existing software?
We review your tools, available APIs or exports, permissions, and data quality during the audit. Some connections need additional setup or a different approach.
What determines the cost?
The number of integrations, task complexity, review requirements, and ongoing operation determine the scope. We agree on the work and price before starting.
What should I bring to the first conversation?
A short description of the task, the tools involved, and an example of where work gets stuck. Please do not send confidential customer records in the inquiry form.
Start with a useful question