Why Enterprise AI Economics Are Changing

Episode notes

SUMMARY: The biggest enterprise AI question may no longer be Which model is smartest? Instead, which organization can most effectively operationalize, govern, and economically scale AI agents across the business?’ SHOW: 1030 SHOW TRANSCRIPT: The Enterprise AI Show #1030 Transcript SHOW VIDEO: SHOW SPONSORS: ShareGate - ShareGate Protect. Microsoft 365 Governance. We got this . Nasuni - Activate your data for AI and request a demo SHOW NOTES: Opening Thesis - Was the first wave of AI adoption artificially cheap? - The industry may be transitioning from subsidized growth to usage-based economics. Key Topics 1. Evidence AI Was Subsidized Massive CAPEX vs low end-user pricing Generous enterprise bundles Frontier model access for $20/month 2. The Hidden Economics of AI Agents - Agents consume exponentially more inference Tool orchestration, retries, memory, verification 3. Why Frontier Labs Are Shifting Focus From benchmark supremacy to orchestration Governance, memory, connectors, MCP, workflows 4.

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