Blog
ReadyForAI blog: digital workforce, organizational redesign, and enterprise Agent adoption.
Build Your Own Control Plane: When Models Expire in Six Months, What Are Enterprises Actually Buying?
Frontier foundation models and Agent frameworks iterate on six-month cycles. Locking business rules, security policies, and organizational knowledge into a proprietary vendor's walled garden forces technical capabilities to reset with every upgrade. This article deconstructs the decoupled architecture of enterprise digital workforce infrastructure—high-frequency execution plane versus sovereign control plane—and its five core governance pillars.
Moving Beyond "High-End Outsourcing": The Ultimate Role of the FDE Is a "Digital Organization Architect"
AI adoption requires restructuring enterprise institutions. FDEs must evolve into digital organization architects of a scalable digital workforce.
You Call a Running Account a SKILL? How Production-Grade Enterprise Agent Skills Should Be Built
Farewell to prompt romanticism. A deep deconstruction of how enterprise production-grade Agent skills achieve industrial-grade governance through specification management, static security gates, and business performance evaluation gates, drawing on engineering practices from knowledge platform LarkScout and context delivery component HarnessServer.
Don't Mistake Super-Copilots for a Digital Workforce
Big tech is selling all-in-one Agents as enterprise AI. Individual output jumps; the organization stalls. This article unpacks the Human Router trap and the digital-fleet architecture enterprises actually need.