Research & Technology

Our
Insights.

We’re passionate about our growth and knowledge, and we want to share what we learn with the world. We constantly push the boundaries of what is possible within software engineering and enterprise AI execution.

Thought Leadership

Why Is Continuous Learning Critical In Tech?

Research by MIT Sloan indicates that digitally mature companies are 26% more profitable than their industry peers, driven largely by continuous capability building and knowledge sharing.

Delve into technical evaluations, strategic roadmaps, and deep dives created by the developers, consultants, and visionaries building our solutions.

At a Glance: Insights & Research

What this is: Technical evaluations, strategic roadmaps, and deep dives created by our developers and consultants.
What we cover: Software engineering best practices, Enterprise AI execution, and digital transformation strategy.
Why we share: We constantly push the boundaries of what is possible and believe that knowledge sharing is a multiplier for the entire industry.

All Artificial Intelligence Digital Transformation Design & UX Data & Analytics Engineering Security Culture & Ways of Working Business Strategy

Beyond ChatGPT: Why Fine-Tuning Small Models is the Ultimate Enterprise Advantage

Learn how fine-tuned small language models and LoRA adapters can improve enterprise AI accuracy, privacy and cost control beyond public frontier models.

Burning 1M Tokens to Fix a Semicolon: Why "Vibe Coding" is a Dangerous Trap

Explore the technical debt, security risks and token costs hidden by vibe coding, and why specification-led AI development produces safer software.

AI Innovation Sprint: De-Risking Manufacturing AI

How to go from idea to working proof-of-concept in weeks. Discover how manufacturers can rapidly validate AI use cases, control risk, and build momentum.

From Pilot Purgatory to Production: Why the UK’s New AI Manufacturing Plan Gets It Spot On

Chris Dungey’s AI Adoption Plan strips away the sci-fi and focuses on real factory-floor outcomes. Here is why we love it.

The Era of Agentic Token Economics

Learn how engineering teams control agentic AI token costs with smaller models, efficient context management and production-focused architecture.

Making Manufacturers Superhuman: Why AI is Your New Best Teammate

Explore Making Manufacturers Superhuman: Why AI is Your New Best. Read practical guidance and perspectives from Razor’s technology specialists.

NVIDIA GTC 2026: Translating Keynote Hype into Enterprise AI Value

Explore NVIDIA GTC 2026: Translating Keynote Hype into Enterprise AI. Read practical guidance and perspectives from Razor’s technology specialists.

The Connected Organisation - Insight Beyond the Shop Floor

Discover how to bridge the gap between the shop floor and the boardroom. Learn how Agentic AI transforms disconnected manufacturing data into a unified.

The Silver Tsunami - Fighting the Tide

Discover how to capture and operationalise tribal knowledge before your most experienced workers retire.

AI Buyers Guide for Manufacturing

A comprehensive guide for manufacturing leaders looking to purchase and implement AI solutions, covering key considerations, ROI, and how to avoid common.

AI + E(mpathy)

Razor’s CEO Jamie Hinton spoke at the AI and Leaders summit as part of the AI Tech North Innovation Exchange, centred around sharing challenges and solution...

What Every CEO Needs to Know About AI

Move beyond the hype of Generative AI to the reality of Agentic AI. This guide helps CEOs understand the shift from 'chat' to 'act' and how to leverage.

Your Next Move

See AI in Action

Turn insight into action. Explore our core AI and Data case studies that showcase the journey from initial discovery to bespoke autonomous agents.

Evaluating Complexity

See how we map out the feasibility of rolling out custom AI solutions by auditing complex enterprise data first.

Manufacturing AI Activation

Don't get stuck in pilot purgatory. See how we moved AI from the lab into production to solve real business challenges for a manufacturer.

Private AI for Enterprise

Move beyond generic AI wrappers. Explore how we built an autonomous Agentic AI factory tailored to proprietary data infrastructure.

OurInsights.