Resources
Got AI? Or does AI got you?
Are you in control of your AI strategy, or does it feel like the industry has the upper hand? Plain-spoken writing on getting AI to work on real business data.
Articles
From the blog
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AI StrategyGuardrails First, Foundations As You Go
Most health systems reverse the order: data first, governance last. McKinsey argues guardrails must come first. Here's why the sequencing changes everything.
Read· 10 min read -
AI StrategyHealth Systems Aren't Short on AI. They're Short on Impact.
Health systems have plenty of AI pilots but few results. Learn why AI architecture, not adoption, is the real barrier to impact in clinical and revenue cycle operations.
Read· 9 min read -
AI StrategyRewire the Domain, Not the Task
McKinsey says pick one domain and rebuild it end to end. Here's the technical and strategic case for why task-level AI won't move the needle in health systems.
Read· 10 min read -
Enterprise AIThe Agent That Isn't: Why a Chatbot Is Not an Agent
Chatbots answer. Agents act. Learn why the enterprise AI market conflates the two, what it costs, and what a real agentic AI platform requires.
Read· 7 min read -
Enterprise AIThe Foundation Beneath Reinvention: What the Agentic Enterprise Actually Stands On
Only 11% of organizations reach AI reinvention. Discover the infrastructure foundation, governance, and culture that separate leaders from the rest.
Read· 8 min read -
Enterprise AIThe Optimization Trap: Why Automating Your Existing Workflows Is Not the Same as Reinventing Them
Most enterprises automate existing workflows and call it transformation. McKinsey's data shows why that's a trap, and what actually drives enterprise AI value.
Read· 8 min read
Datafi Explained
What we believe, and why we build it.
This goes beneath the product to the convictions behind it. Eight short pieces on what Datafi is, what it is not, and the thesis that shaped how we built an operating system for business AI. The people who trust their business to a platform deserve to understand the thinking underneath it.
The full series- 01 A Data & AI Company The industry splits data companies from AI companies. We were built to erase that line. Read
- 02 An Operating System for AI Most companies buy AI one tool at a time. The enterprise needs an operating system underneath. Read
- 03 Security as a First Principle The industry treats security as the brake on AI. We built it as the engine. Read
- 04 Designed for Everyone Powerful AI has lived behind a wall of specialists. The people who understand the business should wield it. Read
- 05 Built to Act, Not Just Answer Most AI stops at the answer. The valuable part is what happens next. Read
- 06 Your Full Business Context AI that sees only a slice decides confidently on incomplete information. Datafi gives it the whole picture. Read
- 07 The Smart Alternative to Building You could build this yourself. The real question is whether the years and talent are worth it. Read
- 08 Human Agency People Stay in Control AI that acts raises an obvious question: who is in control? At Datafi the answer never changes. People are, by design. Read
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Vertical market signals reports
What AI adoption actually looks like in your industry, and where data access is holding it back.
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Freight and logistics
Market signals report.
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Retail: grocery and auto parts
Market signals report.
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Specialty P&C insurance
Market signals report.
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