Two Kinds of User Are Emerging
Martin Alderson identifies a widening gap between AI power users (Claude Code, MCPs, custom workflows) and casual users (basic chatbots). The surprise: many power users are non-technical professionals who learned to leverage programming ecosystems for domain-specific tasks. The enterprise barrier: locked-down environments, missing internal APIs, legacy SaaS that becomes the bottleneck rather than the enabler.
Key Quotes
"M365 Copilot has enormous enterprise market share yet feels like a poorly cloned ChatGPT interface."
Microsoft internally adopts Claude Code despite owning OpenAI.
Key Themes
The Microsoft Copilot observation is devastating. The company that bet $13B on OpenAI is using a competitor's tool internally because their own product isn't good enough. That's the strongest possible signal about where the real value lies: in tools that give you direct access to capabilities (Claude Code, terminal, APIs) rather than chatbot wrappers over enterprise software.
The "non-technical power users" finding challenges the assumption that AI coding tools are only for developers. A finance professional converting a 30-sheet Excel model to Python "almost one-shot" is a different kind of disruption than developer productivity. It's domain experts cutting out the middleman.
Critical Analysis
The API-first argument is the most actionable insight for business leaders. Companies with internal APIs will be able to wire AI agents into their operations; companies without them won't. It's not about buying AI tools -- it's about having the infrastructure for AI tools to reach into. This connects directly to AI Killing B2B SaaS's survival strategy ("become a platform") and to Building Agents for Production Systems with MCP's technical architecture for agent-to-system connectivity.
The organic adoption observation ("employees know their processes best") is important but incomplete. Organic adoption without guardrails leads to the security nightmares described in AI Killing B2B SaaS -- finance teams storing unencrypted reports in public S3 buckets. The gap between power user capability and organizational readiness is the real tension.
Sources: Two Kinds of User Are Emerging Last updated: 2026-05-14