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ChatGPT Changed Everything - Or Did It?

ChatGPT hit 100 million users in two months. But for enterprise leaders, the real question is what it can't do, and where the actual risks sit.
30 January 2023·4 min read
Isaac Rolfe
Isaac Rolfe
Managing Director
ChatGPT just became the fastest-growing consumer app in history. One hundred million users in two months. Your board is asking about it. Your team is already using it. And every vendor in your inbox has suddenly become an "AI company."
Take a breath.
What OpenAI built is genuinely impressive. A general-purpose language model that can write, summarise, code, and converse, with a consumer interface so simple your parents can use it. That's a real achievement, and the speed of adoption tells us something important about latent demand for intelligent tools.
But here's what it doesn't tell us: how any of this translates to enterprise value.
ChatGPT is a consumer product. It runs on OpenAI's infrastructure, with OpenAI's data policies, and returns results that are plausible but unverifiable. It hallucinates. It has no memory of your business context. It can't access your systems, your data, or your processes. It doesn't know what "good" looks like in your organisation.
For individual productivity? It's already useful. Writing emails, summarising documents, brainstorming. The low-stakes stuff where "roughly right" is good enough.
For enterprise operations? We're nowhere near ready. The gap between "a smart chatbot" and "AI integrated into claims processing" or "AI that understands your policy documents" is enormous. That gap is where the actual work lives, and where the actual value is.
What I'd tell any executive asking about ChatGPT right now:
  1. Let your team experiment. Banning it is pointless and counterproductive. Set sensible guardrails (no client data, no confidential information) and let people explore.
  2. Don't confuse consumer AI with enterprise AI. ChatGPT is a general-purpose tool. Enterprise AI is specific, integrated, governed, and measurable. Different thing entirely.
  3. Start thinking about your data. The companies that will benefit most from AI in 18 months are the ones that start organising their knowledge, processes, and data now.
  4. Ignore any vendor who "pivoted to AI" last week. If their AI strategy is newer than ChatGPT, they don't have an AI strategy.
The hype cycle is real, and it's going to get louder. GPT-4 is reportedly around the corner. Google is scrambling with Bard. Microsoft just integrated AI into Bing. The noise will be deafening.
Your job as a leader isn't to chase the noise. It's to figure out where AI creates genuine, measurable value in your business, and then build toward that deliberately.
ChatGPT changed the conversation. It didn't change the fundamentals of enterprise technology adoption. Those remain stubbornly the same: clear problem, clean data, capable team, patient execution.
The companies that win the AI era won't be the ones that adopted ChatGPT first. They'll be the ones that built a foundation for AI to compound across their operations.
That work starts now. Quietly, unglamorously, and without a press release.