The Backbone of the Agentic Economy: Building Intelligent Enterprises

Key Takeaways

• Agent Experience Management replaces traditional UX as AI agents act for users
• Enterprises need context engines to feed proprietary data securely to models
• Hot‑swappable AI layers prevent vendor lock‑in as new models emerge
• Subscription pricing favored over token models for budgeting certainty
• Governance guardrails are essential as AI makes material business decisions

Pulse Analysis

The rise of the "Agentic Economy" marks a pivot from consumer‑centric interfaces to autonomous software agents that act on behalf of users. While macro‑level discussions at the World Bank and IMF focus on fiscal policy, the real economic engine now lies in the infrastructure that enables these agents to access proprietary data, enforce security policies, and deliver outcomes at scale. This transition is prompting investors to favor equal‑weight indexes, betting that AI‑driven productivity gains will be broadly distributed rather than concentrated in a handful of hyperscalers.

On the technical front, OutSystems' concept of a context engine underscores a critical gap: large language models like Claude are powerful, but without enterprise‑grade data pipelines they remain ornamental. By decoupling the "brain" (the AI model) from the "body" (core business processes), firms can hot‑swap emerging models without disrupting operations, preserving continuity while staying on the cutting edge. Agent Experience Management (AX) further reframes design priorities, shifting focus from button aesthetics to the efficiency of autonomous agents navigating digital ecosystems.

Pricing and governance are the next battlegrounds. CEOs expressed frustration with token‑based billing, which introduces budgeting volatility, and are gravitating toward subscription or outcome‑based contracts that align costs with measurable results. Simultaneously, as AI begins to make material decisions, liability concerns demand hardened guardrails at the transaction level. Companies that embed resilient, auditable controls will not only mitigate legal risk but also gain a strategic advantage in a market where speed and trust are paramount.