Case studies

Real Organisations. Working Systems.

Four organisations across health, education, charity and events — what they came to us with, what we built, and what changed. Every engagement ends with systems in live use, not a slide deck.

Health & membership Education Charity & sport Events & festivals
British Islamic Medical Association Health & membership · AI Systems Sprint

British Islamic Medical Association

From scattered AI use to five working systems. Custom assistants across clinical support, event and project planning, communications, executive writing and advocacy — built for a volunteer-led organisation where knowledge lived in individuals, not the institution.

"Previously taking one to two hours for case note condensing — now taking minutes."

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Association of Muslim Schools Education · Bespoke staff day

Association of Muslim Schools

A values-led AI staff day for school leaders and educators. 4.53/5 satisfaction and 60+ NPS, with fear around AI replaced by curiosity and a realistic view of where it saves time in teaching and school operations.

"The fear around AI completely disappeared… By the end of the day, staff were saying, 'Oh okay, I can actually do this.'"

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Muslim Sports Foundation Charity & sport · AI systems integration

Muslim Sports Foundation

Role-specific assistants built on real documents. Governance, reporting and impact, meetings and marketing — each owned by the person who does the work, with staff confident enough to validate outputs and experiment on their own.

"The training made me realise just how much more powerful and practical it can be in my role… This has already saved me a significant amount of time."

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Algebra Consulting Events & festivals · 1:1 personalised training

Algebra Consulting

A founder who is no longer the bottleneck. A structured Claude and Cowork setup built around real proposal and event-planning workflows — connected tools, live dashboards and on-the-day partner documentation from one source of truth.

"It's not a productivity trick, it's a genuinely different way of operating."

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Which one to read

Find the Closest Match to Your Situation

"Our people are using AI, but there's no structure to it."

Start with BIMA — a whole organisation moved from individual experimentation to five owned systems in one sprint.

Programme: AI Systems Sprint →

"Our team is nervous about AI and we need to bring them with us."

Start with the Association of Muslim Schools — a values-led staff day that turned anxiety into confident, practical use.

Programme: AI for Teams →

"We're a small charity drowning in reporting, minutes and admin."

Start with Muslim Sports Foundation — role-specific assistants built on the documents they already produce.

Programme: AI Systems Sprint →

"I'm the founder and everything routes through me."

Start with Algebra Consulting — one founder, trained 1:1, with his workflows rebuilt around connected AI systems.

Programme: 1:1 Strategy & Advisory →

Could This Be Your Organisation?

Bring us the workflows that eat your week. We'll tell you honestly which of these engagements fits — or whether you need something else entirely.

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