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Intelligence Hub

AI Intelligence,
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Practical guides for tech-driven founders. Built around real implementation experience — not theory.

The 4 Levels of AI Security Cameras: From Smart Recording to a System You Can Talk To
Computer VisionSecurity AIVideo Analytics
10 min
Article

The 4 Levels of AI Security Cameras: From Smart Recording to a System You Can Talk To

What can AI really do with the cameras you already have? Four levels — motion detection, object detection, behaviour analysis, and conversational search — that take a warehouse from 10,000 daily alerts down to 10, then past detection entirely.

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How We Deployed Real-Time Weapon Detection Across 1,000+ CCTV Cameras — and Cut Hardware Costs by 90%
Computer VisionEdge AISecurity AI
14 min
Article

How We Deployed Real-Time Weapon Detection Across 1,000+ CCTV Cameras — and Cut Hardware Costs by 90%

Three architecture decisions — edge over cloud, distributed over monolithic, fine-tuned over pre-trained — put a live AI security system into US schools and hospitals at 1/10th the expected hardware cost.

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Why 95% of AI Projects Fail — And How to Be in the 5%
AI StrategySMB GuideResearch
11 min
Article

Why 95% of AI Projects Fail — And How to Be in the 5%

The MIT stat everyone's quoting is real — but the conclusion everyone draws from it is wrong. A cross-source breakdown of 8 studies, the 3 actual failure modes, and a 3-question diagnostic you can run on your business today.

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The 3 AI Projects Every SMB Should Start With
AI StrategyAutomationSMB Guide
15 min
Article

The 3 AI Projects Every SMB Should Start With

Most SMBs ask the wrong first question about AI. Learn the 'Intern Test' and discover the three high-ROI project types that actually deliver value without the hype.

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Computer Vision for Industrial Quality Control: The SME Practical Guide
Computer VisionQuality ControlSME Guide
12 min
Article

Computer Vision for Industrial Quality Control: The SME Practical Guide

Manual inspection costs SMEs more than they realise. This guide breaks down how CV systems work, what to expect from implementation, and how to calculate ROI before you invest.

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How to Get Your First AI Win in 6 Weeks (Without an In-House Team)
AI StrategyAutomationRapid Prototyping
10 min
Article

How to Get Your First AI Win in 6 Weeks (Without an In-House Team)

Most AI projects fail before they start. This playbook gives SME founders a concrete 6-week framework for choosing the right problem, building a working prototype, and measuring real ROI.

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AI & Sustainability in Retail: Interview with Mike Robinson
AI StrategySustainabilityInterviews
5 min
Article

AI & Sustainability in Retail: Interview with Mike Robinson

Mike Robinson, founding member of The Eighth Notch, on how AI can reshape last-mile delivery, reduce e-commerce waste, and enable sustainable personalisation at scale.

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E-commerce Secrets: AI & Sustainability with Lynn Power
E-commerceSustainabilityInterviews
5 min
Article

E-commerce Secrets: AI & Sustainability with Lynn Power

Lynn Power, founder of Masami and Isle de Nature, shares how sustainable DTC brands use AI for conversion, personalisation, and closing the sensory gap in digital commerce.

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Innovations in E-commerce: Jeremy Shepherd's Journey with Pearl Paradise
E-commerceInnovationInterviews
6 min
Article

Innovations in E-commerce: Jeremy Shepherd's Journey with Pearl Paradise

Jeremy Shepherd built Pearl Paradise into one of America's largest pearl retailers — his story is a masterclass in e-commerce innovation, education-led authority, and virtual selling.

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E-commerce Triumph: Insights and Strategies from Nico Pillay
E-commerceCustomer ExperienceInterviews
5 min
Article

E-commerce Triumph: Insights and Strategies from Nico Pillay

Nico Pillay, Managing Director at Remnant Workforce Apparel, on why trust is the hardest problem in online retail — and how AI can solve it.

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AI's Retail Frontier: Spotlight on Jeanel Alvarado of RETAILBOSS
AI StrategyRetail TechInterviews
5 min
Article

AI's Retail Frontier: Spotlight on Jeanel Alvarado of RETAILBOSS

Jeanel Alvarado, founder of RETAILBOSS, on how AI is reshaping Gen Z shopping, the data challenge brands face, and her vision for size-translation technology.

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Apply it to your business

Enough reading — where does AI pay off for you?

Every guide here comes from a real client project. If you'd rather skip straight to what applies to your operations, that's one free 45-minute conversation with the engineer who wrote these.

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