This page collects testimonials from people and organizations who have worked with James Murray on recovery platforms, AI search systems, SEO architecture, and crypto/market analytics tooling.

Recovery & Treatment Organizations

Clinical Director, Rehab Center (Western Canada)

“James took a chaotic mess of pages, forms, and call flows and turned it into a clear system. Families now find the right information in minutes instead of getting lost for an hour. The combination of intake automation and semantic FAQ has changed how quickly we can respond.”

Owner, Recovery Services Group

“What impressed us most was that James never forgot the human side. Every technical decision came back to: will this make it easier for someone in crisis to get help? The answer so far has been yes.”

AI / Vector Search & SEO Clients

Founder, B2B SaaS Platform

“We came in thinking we needed ‘better search’. We left with a vector-native content strategy, a RAG API, and a roadmap for phasing out our old keyword search. The difference in support tickets and user satisfaction is obvious.”

Agency Lead, SEO & Content Firm

“James helped us bridge the gap between our SEO playbook and the reality of AI search. His vector/semantic architecture has become the backbone of how we think about content now.”

Technical Collaborators

Senior Engineer, Data / AI Team

“He doesn’t just whiteboard. James ships. When he talks about RAG pipelines, vector indexes, and autoscaling, it’s because he’s actually deployed them and lived with the results.”

Product Manager, Crypto Analytics Platform

“The composite signal engine he built for us has cut through so much noise. Instead of juggling five dashboards, we have one ranked view that combines charts, on-chain, and social. It’s changed how we make decisions.”

How These Testimonials Are Used

These quotes are here to give a sense of how James works:

• Focused on real outcomes, not hype.
• Comfortable operating between deep technical detail and non-technical stakeholders.
• Grounded in recovery experience and long-term sobriety, not just abstract theory.

If you’d like to add a testimonial from a project you’ve done with James—whether on recovery tech, AI search, SEO, or crypto analytics—please get in touch via the Contact page.