How I work

Let's shape your digital future together.

We'd start by auditing the internal processes and procedures around business requirements, project and change management, validation and verification, and releases to customers. Mapping that as a process flow forms the bedrock of our starting point — and the right AI tooling, embedded thoughtfully at every step, is what turns that plan into measurable, compounding gains.

Steps to success

How to achieve your business goals

Methodical steps, with AI tooling embedded at every stage to accelerate delivery without sacrificing quality or governance.

Meet & greet

Introductions and open communication with all project members and stakeholders. A communication plan, building trust — and an honest assessment of where AI tooling can and can't help your specific context.

Analysis

Workshops to map process flows, identify pain points and zero-value steps, and surface quality risks. AI-assisted analysis accelerates this phase — spotting patterns across codebases, test coverage and pipeline data that would take weeks to audit manually.

Strategic planning

Construct the change plan: what returns quickly, what is longer-term, and the critical path. This includes selecting the right AI tooling — Claude Code for project-scale agentic workflows, Cursor with Claude for fixes and improvements smaller than a sprint.

Enact

Kick off the plan and track progress through established metrics. For project-scale delivery, Claude Code drives agentic workflows end-to-end. For sub-sprint work, Cursor with Claude delivers rapid turnaround without disrupting squad flow or review standards.

Accelerate

AI adoption is a continuous improvement cycle, not a one-time step. Sustained tooling and process changes have already delivered a ~30% performance gain at Dals. Ongoing evaluation of new models, agents and workflows keeps pushing that further — with governance and quality metrics ensuring every gain is real and repeatable.

In the field

Examples of enablement

A few pictures of projects I've led.

Start our journey together

Elevate your engineering team's potential

If this resonates, I'd be happy to discuss the possibilities.

Contact me