DI Dreamlabs builds AI systems, automated workflows, and digital products for blue-collar and service SMEs across the UK and beyond.

Three services: AI Product Engineering, Automated Systems, and End-to-End Product Development.

Our model: free audit with no invoice, build around your real workflows, pilot before any retainer, and you own everything we build outright. No lock-in, no licence fees, money-back guarantee if we don't deliver.

Working with clients across commercial cleaning, advertising, and product strategy. Enterprise capability, human-scale pricing, delivered in 2 to 8 weeks.

• Product owner for AI Design & Product Management (12-week) programme, owning roadmap, curriculum strategy, and delivery; leading and mentoring a cross-functional team.

• Led product ownership across Intro to UX and UX & AI courses, achieving:
-87.5% retention (reduced dropout rate by 47.5%),
-76.9% NPS (increased from 46%),
-57% learner progression into industry networking,
-92% reported accessibility satisfaction

• Defined and prioritised product requirements, managing delivery trade-offs across scope, quality, risk, and learner outcomes.

• Ran continuous discovery over 12 months, using learner research to inform iterative product improvements.

• Integrated ethical AI, accessibility standards, and industry tooling into course design to align learning outcomes with public value, market needs, and regulatory expectations

• Launched and scaled a mentorship programme, connecting learners with industry professionals through structured matching and feedback loops.

• As a team manager, I ensure that AI-related content and workflows consider data protection, security, risk mitigation, and regulatory compliance appropriate for real-world deployment.