# Jay Williams

> AI consultant helping founder-led businesses, service-based SMEs and operations teams turn AI pressure into practical, working systems.

## Positioning

Jay Williams provides practical AI strategy and implementation. He identifies valuable AI opportunities, designs governed workflows and leads implementation into supportable systems.

## Services

- [AI diagnostic](https://jaywilliamsai.com/#services): Map workflows, identify credible AI opportunities and assess value, effort, risk and readiness.
- [Operational roadmap](https://jaywilliamsai.com/#services): Turn the strongest opportunities into a practical plan across people, process, data, governance and delivery.
- [Implementation](https://jaywilliamsai.com/#services): Choose tools, design workflows and lead delivery into a working system.

## Who Jay works with

Founder-led businesses, service-based SMEs and medium-sized companies. Engagements are usually sponsored by a founder, CEO, COO or Head of Operations.

## Selected work

- [ADC Agents case study](https://jaywilliamsai.com/#work): A multi-stage agentic prospect-intelligence system combining business rules, AI reasoning, structured outputs, external data, validation, guardrails, retry logic and failure recovery.

## Working method

1. Discover the real operational constraint.
2. Prioritise opportunities by value, effort, risk and readiness.
3. Design the tools, workflow and guardrails.
4. Implement a working, supportable system.

## Contact

- [Book a conversation](https://calendar.app.google/HNrK17gu2xkQB7cU6)
- [LinkedIn](https://www.linkedin.com/in/jaywilliams-salesops)
- Location: Bridgend, Wales. Remote across the UK.

## Canonical source

- [Jay Williams portfolio](https://jaywilliamsai.com/)