Artificial Intelligence Toolkit

Helping Business Accelerate Through the Use of AI

Helping businesses put AI to work — practical blueprints, workflows, and hands-on guidance for adopting AI which rapidly delivers value.

Gary Judge

Use Cases

Use cases

Solving Real Problems with AI

Pick the problem that sounds like yours. Every one below is a working proof of concept.

One conversation in, a full requirements set out

AnalystEngine puts a conversational AI analyst on the other end of stakeholder interviews — asking the follow-up questions a senior BA would, and tracking coverage against a structured ontology in real time. Every draft is scored against 6Cs/INCOSE heuristics and debated by a Security Auditor and UX Advocate before a human ever reviews it.

3 Ontology layers
5 Artifact types shipped
Parallel Interviews, not queued
Read the full write-up →
PIIRemover review screen

Turns redaction from search into review

PIIRemover finds candidate PII across a whole document set — text, PDFs, scans, and images — in seconds, combining regex validators with contextual NER. Every export is a flattened, rasterised PDF that's verified to contain zero extractable text before the tool calls the job done, and it runs entirely locally with no cloud dependency.

0 Cloud calls made
2 Detection layers combined
Verified Zero extractable text
Read the full write-up →

An agent that researches, structures and publishes data to the live site.

An AI agent undertakes research to then structure data which is published onto the live site via an API. The result is achieved on a schedule without human interaction - helping to make sure public data is fresh.

End-to-end Research, Structure, Publish
0 Manual CLI steps
Live Changes verified in production
Read the full write-up →
Workshops

Three sessions, three outcomes

Run standalone or in sequence — ideation, then discovery, then hands on tools.

01 Half day

AI Ideation Workshop

A room, a whiteboard and a hard stop. We surface where AI genuinely helps your business and throw out everything that only sounds clever.

  • A ranked backlog of AI ideas
  • Effort vs. impact scored live
  • Working prototype generated
02 Full day

Use-Case Discovery Workshop

We map the manual processes, quantify the impact on time and then agree which automations deliver the most value.

  • Every process mapped and timed
  • Top three automations scoped
  • Build plan with rough costs
03 Half day

Unlocking Code Assistants Workshop

Hands on keyboards. Your engineers move past autocomplete into agentic workflows, with the guardrails and review habits that keep it safe.

  • Working agent setup per dev
  • House rules for review
  • Shared prompt + context library

Customer Feedback

Real outcomes from AI, Automation, Tooling & Content work delivered.

What's Your Next Project?

Get in touch to let me know what you're working on, whether it's for a few pointers or more hands-on input:

Email Us

hello@garyjudge.com

Location

Stratford-Upon-Avon, UK

Socials

Video tutorials on YouTube, and work-related updates on LinkedIn.