AI is a Structural, Not a Functional Revolution. (7/8)

The corporate hierarchy has built layers of middle management to filter, validate and move information from the front lines to the decision-makers.

What's lost in the process is real-time situational awareness and actionable insights, as most analysis happens after the fact.

Platforms that hyper-converge roles streamline co-ordination.

A software engineer building a lending software has the same goal as the business head, to help onboard customers seamlessly at right risk and ROI for the organisation.

This fact is obfuscated by organisational silos, where a business head's work is far removed from the engineer.

A business head frames his/her work in terms of outcomes such as revenue, nett promoter score, growth rate or TAT (language of outcomes), while the engineer talks about system architecture, release cycles, bug rate and code (Java, Python, R).

Platforms that hyper-converge roles from front to back offer significant speed and reliability, while offering ability to measure all activity including coding in terms of customer outcomes and focus decision making on outcomes.

It is now possible for one system to host coding, testing, user acceptance, enterprise work, customer co-ordination and audit.

Actionable insights flow seamlessly from customers to problem solvers and back.

Organisational engineering is the basis of AI-enablement.

A change in thinking is needed in how organisations get designed:

From Layers to Networks: Vertical command-and-control structures may get replaced with horizontal, capability-based networks.

From Roles to Capabilities: Organisations may no longer be collections of static roles, but dynamic ecosystems of human and algorithmic intelligence, ever evolving based upon insight. It means building systems that can reorganise, as fast as the flow of insights.

From Management to Orchestration: The role of leadership is likely to shift from monitoring performance to orchestrating complexity. The challenge is no longer "How do I ensure the work is done?" but "How do I design a system where the work can flow?"