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ai-engineering

Practical insights from the ElfMachines team.

All case-study ai-engineering education web-development automation full-stack marketplace
100,000-Word Coursebook. ~$500 in AI Costs.

100,000-Word Coursebook. ~$500 in AI Costs.

By Adnan Khan on March 2, 2026

How we built an AI pipeline that generates professional, accredited coursebooks grounded in real textbooks, for a fraction of the cost and time of manual creation.
case-studyai-engineeringeducation
3,900 AI-Generated Pages. 100/100 PageSpeed. 3 Weeks.

3,900 AI-Generated Pages. 100/100 PageSpeed. 3 Weeks.

By Adnan Khan on March 2, 2026

How we used Claude to transform years of old course material into 3,900 structured, SEO-optimized pages for an accredited awarding body, deployed on a site that scores perfect on PageSpeed.
case-studyai-engineeringweb-developmenteducation
80% of WhatsApp Messages Automated in 2 Weeks

80% of WhatsApp Messages Automated in 2 Weeks

By Adnan Khan on March 2, 2026

CEOSH was drowning in hundreds of repetitive WhatsApp messages per week. We built an AI chatbot that shares the same number as their human team, handles 80% of queries automatically, and costs almost nothing to run.
case-studyai-engineeringautomation
A Map-First Marketplace for Gulf Construction Materials

A Map-First Marketplace for Gulf Construction Materials

By Adnan Khan on March 2, 2026

How we turned construction procurement from hours of phone calls into sub-second spatial search, and what it took to build a dual-sided AI marketplace from scratch.
case-studyfull-stackmarketplaceai-engineering
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