Horizon 2 (2027–2030) is where the deployment overhang closes. Multi-agent architectures become default. Agents become the primary interface to software.
The Great Interface Inversion — Animated Explainer
Seat Compression at Scale If ten AI agents handle the workload of one hundred people, per-seat revenue drops 70–90% for the same work output. CRM, marketing automation, dev tools, workforce management, financial planning, talent. $200–400B at risk in seat compression.
Interface Bypass Agents access backends via API and MCP, bypassing human-facing interfaces entirely. The question becomes binary: do you own the data, or just the interface?
Pricing Model Collapses Consumption-based (per API call), outcome-based (per resolution), generative credits. Pioneer: Intercom Fin AI Agent at $0.99/resolution vs $15/seat. Gartner: 70% of businesses will prefer usage-based pricing by end of 2026.
What Survives Horizon 2
Companies that shipped MCP servers during H1, restructured pricing to consumption or outcome-based, invested in data quality, and completed scaffolding-to-infrastructure pivot.
The pivot window is ~18–24 months from February 2026. Companies that wait until Horizon 2 to transition will be in the compression zone with no escape velocity.
Gennaro is the creator of FourWeekMBA, which reached about four million business people, comprising C-level executives, investors, analysts, product managers, and aspiring digital entrepreneurs in 2022 alone | He is also Director of Sales for a high-tech scaleup in the AI Industry | In 2012, Gennaro earned an International MBA with emphasis on Corporate Finance and Business Strategy.
