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Gen3block · gen3block.com/case_study

Selected Work & Case Studies

Six production deployments across AI speaking, community training, social support, EdTech, food e-commerce, and fintech — built with scalable AI, strong security, and clean UX.

NatWest Accelerator: Production AI for SMEs

Speaking EngagementNatWest AcceleratorMilton Keynes · March 2026

Invited Lunch & Learn at the NatWest Accelerator Hub, Milton Keynes. 19 active SME founders and business owners in attendance. GEN3BLOCK delivered the 5-step Production AI framework — moving SMEs from AI experimentation to production-grade systems.

Invited speaker — not an open-application slot
19 active SME founders & business owners
South Midlands Growth Hub grant awarded to GEN3BLOCK
Peer billed with David Duffett — published author and professional speaker

AI Launchpad — Community AI Skills Workshop

AI TrainingGen3blockNorthampton · March 2026

Delivered by Gen3block in partnership with Unity in Diversity (UK) and the United African Association. A measurable impact report from a hands-on community AI workshop held on 4 March 2026 in Northampton. 14 attendees from healthcare, charity, education, production, and community volunteering sectors.

Average AI confidence rose from 3.8/10 to 7.4/10 — a +94% relative lift in a single 2.5-hour session
85% of attendees ended more confident than they started
54% promoter-level recommendation scores (9 or 10 out of 10)
NPS equivalent: +38.5
Top outcome themes: CV building, job search, safe AI use, prompting, business applications
All data collected with informed participant consent and handled in accordance with UK GDPR

Unity in Diversity (UiD) — Digital Assistance Platform

Social Support

Transformed a static charity website into a structured digital assistance platform for men facing challenges across employment, housing, addiction, emotional wellbeing, relationships, and loneliness.

Risk-aware triage engine with weighted scoring and priority levels
5-step mobile-first intake form with trauma-informed language
Admin portal for case management and assignment
PostgreSQL backend with audit trails and GDPR-compliant data flows

IUFP — Digital Transformation for International Education

EdTech

Multi-tenant virtual learning environment with RAG-powered search, automated admissions processing, and real-time progress tracking across 10+ countries.

5× faster application processing
10+ countries served
Real-time progress and admissions tracking

Bold Munch — From Idea to a Thriving Digital Bakery

Food & E-Commerce

Custom ordering platform, WhatsApp Business integration, postcode-validated delivery zones, and social media presence built from scratch for an independent bakery.

150+ products sold in 60 days across web and social media
Postcode-validated delivery zones
WhatsApp Business order notifications

TEEP — Enterprise RAG System for Fintech

FinTech

High-performance retrieval-augmented generation system integrated into a payments platform, with sub-300ms response times, guardrails for the payments domain, and 99.9% uptime.

RAG on FastAPI + Postgres vector embeddings
Seamless payment-surface integration
Sub-300ms retrieval · 99.9% uptime