Case Study Articles | Jamie Blair

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Case Study

Everything I've written about case study.

Vintage phone handset with cord transforming into purple sound waves, depicting AI voice agents resolving 85% of calls.

AI phone agents: 85% of calls resolved, 80% cost cut

How Trillet's AI voice agents resolve 85% of complex phone calls for dental clinics and legal services, cutting costs by 80% with under 1% error rate.

25 Mar 20265 min read

Pharmacy shelves with purple-highlighted optimal stock levels and predicted gaps, depicting AI inventory forecasting accuracy gains.

Case Study AI Inventory Automation

AI inventory forecasting: 50% to 90% accuracy

How Super-Pharm used AI to improve inventory accuracy from 50% to 90% and make demand forecasting 10x more efficient across 290 stores.

18 Mar 20265 min read

Resume stack with stopwatch and restaurant badge under purple scanner light, showing AI cutting time-to-hire by 85%.

Case Study AI Hiring Small Business

AI cut time-to-hire by 85% for a restaurant chain

How a restaurateur who opened 63 restaurants and hired 35,000 people built an AI system that cuts time-to-hire by 85% and screens resumes 97% faster.

11 Mar 20265 min read

Miniature shopping cart glowing purple with a rising revenue reflection, depicting e-commerce AI generating 177K in revenue.

Case Study AI Ecommerce Small Business

How an ecommerce shop generated €177K with AI chat

eye-oo, an Italian eyewear ecommerce store, attributed €177,000 in revenue to AI-powered chat and cart recovery. Here's exactly how.

4 Mar 20264 min read

Customer service headset beside multiplying purple chat bubbles, showing how a 5-person team automated 85% of support.

Case Study AI Customer Service Small Business

How a 5-person company automated 85% of customer service

Suitor, a 5-employee suit rental startup, used AI to cut response times from 3 minutes to 6 seconds and automate 85% of queries. Full breakdown.

25 Feb 20264 min read

Spa hot stones, rolled towel, and essential oil in purple ambient light, depicting Bella Sante spa's AI-driven results.

Case Study AI Customer Service Small Business

How a spa chain generated $66K and 450 leads with AI

Bella Santé, a Boston med spa with 200+ staff, automated 75% of customer support and generated $66,000+ in chatbot-assisted revenue within 6 months.

18 Feb 20265 min read

Nine illuminated display cases showing miniature business scenes, representing real AI case studies from small businesses.

Case Study AI Small Business Automation

9 real AI case studies from small businesses (with data)

Genuine case studies from named businesses showing exactly how AI saved time, cut costs, and increased revenue. No hype, just numbers.

11 Feb 20267 min read

Barrister's wig resting on a laptop beside scales of justice, representing an AI chatbot built for a UK law firm.

AI Case Study Chatbot Legal

How I'd Build a Chatbot for a Law Firm

A practical walkthrough of building an AI chatbot for a UK law firm: intake triage, document retrieval, and the compliance guardrails that actually matter.

17 Dec 20257 min read

Welcome mat with purple-lit path leading through an open doorway, symbolizing automated SaaS customer onboarding flow.

Automation SaaS Case Study Technical

How I'd automate customer onboarding for a SaaS company

A practical walkthrough of automating SaaS customer onboarding: welcome sequences, data collection, account setup, and smart check-ins. No enterprise tools.

19 Nov 20258 min read

Property keys beside neatly processed invoice stack, depicting a real invoice automation case study in property management.

Case Study Automation AI Small Business

Invoice automation case study: property management

A real case study on cutting 20 hours of weekly invoice processing to 2 hours using Python, pdfplumber, and an LLM fallback pipeline. Full architecture included.

5 Nov 20256 min read

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