Insights · AI for B2B mid-market

Helium42 Blog — AI for B2B mid-market.

Helium42 publishes only what holds up to scrutiny — AI strategy, implementation, governance, and the work behind our content system itself. New posts every week.

Colourful illustration of a business professional evaluating AI consultants using a checklist framework

AI Implementation

How to Choose an AI Consultant: The UK Buyer's Checklist for 2026

You are about to invest six to twelve months and thousands of pounds into an AI implementation. Yet 61% of AI ...

Peter Vogel · Mar 15, 2026, 11:30:00 AM

Pencil-crayon illustration of a business executive examining an AI hype cycle chart comparing vendor promises against reality

AI Strategy

AI Reality Check: Separating Hype from Practical Business Gains

Sixty to seventy percent of enterprise AI projects fail or significantly underdeliver against initial projections. Only ...

Peter Vogel · Mar 15, 2026, 7:00:00 AM

Pencil-crayon illustration of a business team exploring large language model concepts with data dashboards

AI Strategy

Introduction to Large Language Models (LLMs) for Business

Large language models are the technology behind ChatGPT, Claude, and Gemini — and they are reshaping how UK businesses ...

Peter Vogel · Mar 14, 2026, 5:00:00 AM

Business case for AI investment showing ROI calculations, cost benchmarks, and timeline planning for UK organisations

AI Strategy

The Business Case for AI: ROI, Timeline & Budget Planning

Fifty-five percent of organisations report measurable return on investment build vs buy AI cost comparison from AI ...

Peter Vogel · Mar 13, 2026, 5:00:00 AM

Custom AI solutions vs pre-built tools - business leader choosing between build and buy paths

AI Strategy

Custom AI vs Pre-Built: The Decision Framework for UK Businesses (2026)

Custom AI solutions are purpose-built artificial intelligence systems developed specifically for an organisation's ...

Peter Vogel · Mar 13, 2026, 5:00:00 AM

AI governance framework showing board-level oversight structures and risk management processes for UK organisations

AI Strategy

AI Governance & Ethics Framework: Building Trust in AI

Fewer than 25% of UK organisations have board-approved AI governance policies, yet 90% of AI business representatives ...

Peter Vogel · Mar 12, 2026, 5:00:00 AM

AI transformation playbook showing structured 4-phase methodology for UK organisations moving from strategy to scaled implementation

AI Strategy

The AI Transformation Playbook for UK and European Businesses

Only 5% of enterprises achieve substantial return on investment AI development costs and ROI benchmarks from AI at ...

Peter Vogel · Mar 11, 2026, 5:00:00 AM

UK regulated industries AI compliance framework guide covering financial services, healthcare, and legal sector requirements

AI Implementation

AI Compliance for Regulated Industries: Non-Negotiable Framework

The Information Commissioner's Office issued £21.7 million in fines during 2025 — an eightfold increase from the ...

Peter Vogel · Mar 10, 2026, 5:00:00 AM

AI News

Navigating the AI Transformation Tightrope: Balancing Innovation, Regulation, and Human Capital

The artificial intelligence landscape in late 2025 presents a complex picture of immense opportunity tempered by ...

Peter Vogel · Oct 27, 2025, 6:34:44 AM

AI News

AI in Practice: A Strategic Guide to Implementation, Governance, and Growth

The discourse surrounding artificial intelligence is maturing. Across boardrooms and operational teams, the ...

Peter Vogel · Oct 21, 2025, 12:10:17 AM

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