AI & Agentic Consulting

Find the real places AI will save your team time.

Most AI consulting gives you a slide deck. We give you a working pipeline, a trained team, and a clear picture of what's actually worth automating — and what isn't.

The problem

Every business is being told they need an AI strategy. Few get useful help building one.

There is a widening gap between what AI tools can genuinely do today and what most consultancies will show you. On one side, a senior engineer with Claude or Cursor can deliver in days what used to take a team a month. On the other, businesses are buying PowerPoint decks from people who have never actually shipped agentic software into production.

Yellow Melon exists to close that gap for companies that are serious about getting AI and agentic workflows right — practical, implemented, measured, not slideware.

Engagements

How we work with you.

AI opportunity audit

A structured review of how your team currently builds software — and where AI and agentic workflows would create the biggest wins. Delivered as a prioritised roadmap with cost/benefit estimates.

Agentic workflow implementation

Building real agentic pipelines into your development, support, or operations workflows. Practical implementation, not slide decks.

Team training & enablement

Working sessions and async guidance to help your existing engineers use Claude, Cursor, Copilot and the broader AI ecosystem effectively — including the sharp edges most articles skip.

Fractional AI engineering lead

Ongoing embedded advisory for teams adopting AI tooling who want senior judgment without a full-time hire.

Why us

Advice from someone who actually does the work.

Production experience shipping AI-augmented software daily
Currently completing the Johns Hopkins Certificate in Agentic Engineering
Over a decade of senior engineering before the AI wave — we know what good software looks like
US-based Delaware corporation, USD pricing, covering US and Canadian business hours
Deep domain experience in fintech, accounting and legal software where correctness matters

Industries we know well

We have particular depth in fintech, accounting software, and legal tech — industries where AI needs to meet a high bar on correctness, auditability and compliance.

Common questions

Frequently asked.

Is this actually different from generic AI consulting?

Yes — the focus is narrowly on software engineering and business workflow automation, delivered by a developer who ships production code with these tools every day. You're not getting a strategy deck from a generalist; you're getting implementation advice from someone in the trenches.

Do you only work with US companies?

North American companies are our primary focus, but we also work with UK and European clients. Yellow Melon is a Delaware-incorporated company with billing in USD.

Can you recommend AI tools for specific industries?

Yes — we have particular depth in accounting, legal and fintech use cases, where compliance and auditability matter as much as raw output. See our industry pages for those specifics.

What does the Johns Hopkins Agentic Engineering certificate give you that others don't have?

A structured foundation in how agentic systems actually behave — the failure modes, evaluation frameworks, and design patterns that distinguish production-grade agent workflows from demos that fall over the first time a user does something unexpected.

Ready to find the real opportunities?

A short email describing what your team is working on is the fastest way to start.

[email protected]

Working with teams across the US, Canada, UK and Europe