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Thinking on Data, AI & what comes next.
Practical perspectives from the team building production AI systems. No hype. No fluff. Just what’s actually working.
Latest articles
Rethinking who does what: the changing role of humans in business decisions
AI isn't replacing business judgement. It's freeing it up to actually be used.
Why most AI agent systems fail in production, and what to do instead
Everyone's building agents. Almost nobody is running them reliably at scale. After deploying production multi-agent systems across a dozen client environments, we've found the same failure patterns appearing again and again.
Your data is ready. Your AI is ready. So why aren't you getting value yet?
Most businesses aren't short on data, and they're not short on AI tools. They're short on a clear, fast path from “we have all of this” to “we're actually doing something with it.” Here's where that path usually breaks, and how we've built Nova to close it.
Why data is so crucial for AI
The model is the part everyone talks about. The data underneath it is the part that decides whether any of it works.
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