AI Strategy
EU AI Act High-Risk Audits: What to Have Ready by Q4
The EU AI Office began its first high-risk audits this month. The eight artefacts to have ready and the twelve-week plan we run with enterprise clients.
8 September 202610 min read
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All articlesTag
Enterprise AI
16 Enterprise AI articles on production outcomes, with lessons from real enterprise projects. Read the guides that fit your next decision.
Software Development
Deterministic AI Workflows vs Autonomous Agents in 2026
Autonomous agents were the 2025 story. In 2026 enterprise teams are rebuilding them as deterministic workflows with LLMs as components. Here is our pattern.
1 September 20269 min read
Cloud & DevOps
How to Cut an Enterprise LLM Inference Bill in 90 Days
A worked example of cutting enterprise LLM inference spend in 90 days with caching, routing and serving-tier changes, without downgrading the model.
25 August 20269 min read
AI Strategy
AI Agent Sprawl: The Enterprise Governance Crisis
Every enterprise now has more AI agents than it can name. Here's the governance layer we build before agent sprawl turns into an audit disaster.
11 August 20269 min read
Software Development
Building an Internal LLM Gateway for Enterprise AI
Every enterprise AI programme reaches a point where direct model calls stop scaling. Here's the LLM gateway pattern we deploy, and why.
4 August 202610 min read
Cloud & DevOps
AWS vs Azure vs GCP for AI Workloads: 2026 Verdict
AWS, Azure or Google Cloud for enterprise AI? Compare GPU access, managed ML platforms, model choice, real costs and lock-in, with a clear verdict per cloud.
29 July 202614 min read
AI Strategy
Model Context Protocol in Production: Enterprise MCP
MCP has moved from spec curiosity to production infrastructure. What enterprises deploy, what they get wrong, and what good MCP looks like at scale.
30 June 202610 min read
Cloud & DevOps
GPU FinOps: Cutting Enterprise AI Infrastructure Spend
A practitioner's playbook for controlling GPU and AI infrastructure costs at scale — the wasteful patterns we see most and the levers that move spend.
16 June 202610 min read
Cybersecurity
Red Teaming Enterprise LLM Applications: A Playbook
How we red team production LLM and agent systems for enterprise clients — the attack taxonomy that matters, our six-phase process, and where to invest first.
9 June 20269 min read
Software Development
Production LLM Eval Framework: Catch Regressions
How to build an LLM evaluation framework for production: golden datasets, LLM-as-judge scoring, CI gates and live sampling that catch regressions early.
13 May 202610 min read
AI Strategy
Enterprise AI Trends 2026: What's Delivering ROI
The enterprise AI trends that matter in 2026: what is delivering ROI, what is stalling and where budgets are moving, drawn from 500+ projects with real clients.
20 March 20269 min read
AI Strategy
AI Agents in Enterprise Automation: Real vs Marketing
AI agents in 2026: what actually works in production vs. what's still vaporware. Tool-calling, orchestration patterns, and the enterprise guardrails that…
7 March 20269 min read
AI Strategy
Enterprise AI Development Cost 2026: Price Ranges
What does enterprise AI cost in 2026? Real ranges from a $15K proof of concept to $1M+ platforms, plus the hidden costs and how to scope a budget that holds.
6 March 202610 min read
AI Strategy
Why Enterprise AI Projects Fail and How to Avoid It
85% of enterprise AI projects fail. We dissect the 5 root causes — poor data quality, missing MLOps, wrong team structure — and how to prevent each one.
26 February 20269 min read
Cybersecurity
AI-Powered Cybersecurity: What Enterprises Need to Know
Explore how AI is transforming enterprise cybersecurity. Learn about AI-driven anomaly detection, automated triage, and defending against adversarial AI.
29 January 20268 min read
AI Strategy
How to Build an AI Roadmap for Your Enterprise
Learn how to build a practitioner-led enterprise AI roadmap. Discover a step-by-step methodology for assessment, prioritisation, and phased rollout.
8 January 20268 min read
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