Perspectives
From the team putting data and AI to work for the world’s leading organisations.
Many of your team members already work faster with AI. Here, we share how to carry…
The lab incidents are a lesson in control…
As AI systems take on more autonomous work, organisations need to extend the governance disciplines they…
Ten observations on creating value with AI
Frontier models are becoming table stakes. The durable advantage lies in the context you feed them…
The cost of AI is a design question,…
Rising AI bills look like a budget problem, but they are really a design problem. Here,…
Your AI is only as good as what…
Context is the new competitive edge in enterprise AI. The organisations experiencing measurable impact are not…
Five conditions that predict whether your AI agent…
Every major platform now offers production-grade agent capabilities. Yet most enterprise agents stall between proof of…
Your AI can do more than your organisation…
Enterprise AI capabilities have outpaced enterprise deployment, and the distance is growing every quarter. The industry…
Stop building for stability
The organisations driving lasting impact with AI are not the ones who made perfect technology bets.…
Augment, automate or agentify? Identifying where AI delivers…
Not every AI opportunity calls for the same approach. The organisations seeing measurable impact are matching…
What the AI failure headlines aren’t telling you
The gap between AI success and failure isn't about the technology – it's about execution. Three…
AI strategy shifts from models to deployments
The latest research from Menlo Ventures confirms what we're seeing firsthand with clients: companies have moved…
Why AI agents will reshape work, and the…
The organisations seeing lasting impact with AI aren't just deploying the technology - they're building the…
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