Automate the work, not the responsibility.
I build AI agents and workflows around your existing operation. The goal is not to ‘do something with AI’, but to reduce manual work, errors and turnaround time measurably.
Where AI creates value
Inbox & customer questions
Classify, retrieve information, draft a response and route exceptions to a person.
Quotes & documents
Extract data from email, PDFs and forms and process it into a controlled quote or case file.
Knowledge & search
An assistant grounded in your current documents, with source links and access control.
Operational workflows
Connect systems, monitor status and involve people only where judgement is required.
From process to production
- We first measure volume, time loss, error cost and exceptions.
- The smallest valuable workflow goes live first.
- Human control remains where risk or nuance requires it.
- Logging, permissions, fallback and transferable documentation are part of delivery.
No black box
You can see what the agent does, which sources it uses and when it must stop. Your data remains yours; providers, retention and processing agreements are made explicit upfront.
Which task costs your team time every single week?
In a free 30-minute call we determine whether automation makes sense and what the smallest safe first step is.