Insights & Resources

How to put AI to work, from the people who build it.

Practical writing from Fifty One Degrees on building and adopting production AI: AI agents, data science, Claude implementation, team adoption and generative engine optimisation. No hype, just what works in real businesses.

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Guides, playbooks and field notes.

Written by the practitioners who build and ship the systems. Filter by topic below.

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AI Strategy & Adoption · AI Enablement
What is a Context Layer? Giving Enterprise AI the Knowledge It Keeps Losing
13 Jul 2026 · 10 min readRead →
AI Enablement · AI Strategy & Adoption
Why AI Adoption Stalls and How to Fix It
18 May 2026 · 16 min readRead →
Financial Services · AI Enablement
Anthropic’s Claude Implementation in UK Financial Services: The Complete Guide
21 Apr 2026 · 16 min readRead →
AI Enablement
How to Implement Claude in Your Business: Guide 2026
21 Apr 2026 · 17 min readRead →
AI Agents & Automation
What is an MCP Server? Model Context Protocol Explained (2026)
21 Apr 2026 · 14 min readRead →
SME
AI for Growth Launches: Why I'm Backing the SME Pillar
19 Apr 2026 · 8 min readRead →
AI Strategy & Adoption
What ROI Should You Expect from AI Implementation?
07 Apr 2026 · 8 min readRead →
AI Strategy & Adoption · AI Agents & Automation
AI Is Giving You a Productivity Win. It Could Give You a Structural Advantage. Here's the Difference.
06 Apr 2026 · 12 min readRead →
AI Agents & Automation
AI Agents for Home Services Companies: What Actually Works
29 Mar 2026 · 15 min readRead →
Data Engineering & Science
How Home Services Companies Can Use Data Science to Grow Faster
29 Mar 2026 · 14 min readRead →
Data Engineering & Science
Data Warehouse for Growing Businesses: Cost, Timeline & ROI
25 Mar 2026 · 13 min readRead →
AI Enablement
The AI-First Playbook: How to Get Your Entire Team Using AI
21 Mar 2026 · 12 min readRead →
SME
Half of UK SMEs Plan to Replace Roles with AI, But Aren't Ready
19 Mar 2026 · 11 min readRead →
AI Strategy & Adoption
Forward Deployed Engineers: The AI Consultancy Model That Actually Ships
17 Mar 2026 · 8 min readRead →
AI Strategy & Adoption
Should You Hire a Head of AI or Use an AI Consultancy? Escaping The Build-or-Buy Trap
17 Mar 2026 · 9 min readRead →
AI Enablement
How to Train Your Entire Team on AI — Using AI
13 Mar 2026 · 85 min readRead →
SME · AI Strategy & Adoption
How to Use AI to Make Your Business More Profitable: A Practical Implementation Guide for 2026
11 Mar 2026 · 7 min readRead →
Financial Services · AI Strategy & Adoption
Best AI Consulting for Mid-Market Financial Institutions in 2026
26 Feb 2026 · 14 min readRead →
Data Engineering & Science
Prediction is Cheap. Why Are You Still Guessing?
17 Feb 2026 · 5 min readRead →
AI Strategy & Adoption
Top 10 AI Strategy Consultants in London in 2026: Comprehensive Guide
02 Feb 2026 · 5 min readRead →
Financial Services
How Venture Capital Firms Are Using AI and Data Science to Transform Investment Strategy in 2026
15 Jan 2026 · 9 min readRead →
AI Agents & Automation · Data Engineering & Science
Top 7 AI Consulting Agencies Transforming UK Lead Qualification 2025
12 Dec 2025 · 8 min readRead →
AI Agents & Automation
The Definitive Guide to Autonomous AI Agent Consulting for UK Enterprises
12 Dec 2025 · 7 min readRead →
SME
The Great Divide: How AI is Creating a Two-Tier UK Economy
05 Nov 2025 · 6 min readRead →
Financial Services
Actionable Insights for IFAs & Compliance Officers
30 Jun 2025 · 10 min readRead →
AI Strategy & Adoption
Google I/O 2025: How AI-First Search and Agents Will Transform Your Business
21 May 2025 · 15 min readRead →
AI Strategy & Adoption
LLM Performance Benchmarking for Production Applications
20 May 2025 · 11 min readRead →
AI Strategy & Adoption
AI Implementation in Business: The Complete Guide
13 May 2025 · 6 min readRead →
AI Strategy & Adoption
Rethinking Retrieval: Crafting Optimal Context for Reasoning LLMs
24 Apr 2025 · 6 min readRead →
AI Agents & Automation
The Model Context Protocol (MCP): How Dynamic Discovery Is Rewiring AI Agent Infrastructure
31 Mar 2025 · 7 min readRead →
AI Strategy & Adoption
Best AI Use Cases for January 2025
10 Feb 2025 · 3 min readRead →
Financial Services
Industry Intelligence: The FCA’s Supportive Stance on AI in Financial Services
30 Jan 2025 · 3 min readRead →
AI Strategy & Adoption
UK Government’s AI Opportunities Action Plan: Great News for British Businesses
12 Jan 2025 · 3 min readRead →
Conversational AI
The Complete Guide to AI Phone Agents for 2025
20 Dec 2024 · 5 min readRead →
Conversational AI
Implementing Conversational AI: A Comprehensive Guide to Success
10 Dec 2024 · 3 min readRead →
AI Enablement
Claude Projects: The AI Project Management Revolution
03 Dec 2024 · 3 min readRead →
Conversational AI
What is Conversational AI, and how could you benefit in 2025?
09 Nov 2024 · 3 min readRead →
Conversational AI
Comprehensive Guide to Implementing Bland AI for Automating Phone Calls
19 Oct 2024 · 4 min readRead →
AI Strategy & Adoption
Custom AI Solutions: Tailoring Technology to Meet Your Unique Business Needs
23 Sept 2024 · 3 min readRead →
AI Strategy & Adoption
From AI Strategy to Execution: Navigating the AI Implementation Journey
14 Aug 2024 · 3 min readRead →
AI Strategy & Adoption · Financial Services
Navigating the EU AI Act: A comprehensive guide for businesses
23 May 2024 · 6 min readRead →
AI Strategy & Adoption
Overcoming Challenges in AI Implementation: A Step-by-Step Guide
15 May 2024 · 3 min readRead →
AI Strategy & Adoption
Unlocking Business Potential: How Generative AI Consulting is Transforming Industries
24 Apr 2024 · 4 min readRead →
Financial Services · AI Strategy & Adoption
Establishing GenAI Governance Frameworks in Financial Services
27 Mar 2024 · 4 min readRead →
Financial Services
Application of AI in Banking, Financial Services & Insurance
19 Mar 2024 · 12 min readRead →
AI Strategy & Adoption
Spring Budget 2024: The government's plans for AI, but do they go far enough?
06 Mar 2024 · 4 min readRead →
AI Strategy & Adoption
Information and data security considerations for AI in business
14 Feb 2024 · 4 min readRead →
AI Strategy & Adoption
5 essential reads for every founder
08 Feb 2024 · 2 min readRead →
AI Enablement · AI Strategy & Adoption
A people-centric approach to AI in business
08 Feb 2024 · 3 min readRead →
AI Strategy & Adoption
AI dominated the discussion at Davos 2024
08 Feb 2024 · 2 min readRead →
AI Strategy & Adoption
Fifty One Degrees named in Top 30 Digital Agencies
08 Feb 2024 · 1 min readRead →
AI Strategy & Adoption
How to create your business’ AI strategy
08 Feb 2024 · 3 min readRead →
AI Strategy & Adoption
Understanding and mitigating the risks of AI
08 Feb 2024 · 2 min readRead →
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