Insights

Notes from the lab on building the autonomous organization.

Practical thinking on authority, governance and the economics of autonomous systems, playbooks drawn from real functions, and honest forecasts of where this is heading.

Playbook

How to choose the first function to automate

The first function you give to an autonomous system decides how much trust, budget and momentum you have afterwards. A practical way to choose it.

veli(Q Lab7 min read
Read the article

Thinking

Autonomy is a dial, not a switch

Most conversations about AI ask whether to automate something. The better question is how much authority to grant, and how that authority is earned.

veli(Q Lab7 min read

Thinking

Agentic AI vs AI agents: what is the difference?

The two terms are used interchangeably, and that causes confusion when you buy or build. A plain-English comparison, with examples and a simple test.

veli(Q Lab6 min read

Strategy

Why most agentic AI projects stall, and how to avoid it

Gartner expects more than 40% of agentic AI projects to be cancelled by the end of 2027. The reasons are predictable, which means they are avoidable.

veli(Q Lab8 min read

Playbook

A day in an autonomous finance function

What does it look like when reconciliation, anomaly detection and the close run continuously, and people hold the final signature? An illustrative day, hour by hour.

veli(Q Lab6 min read

Frontier

What comes after agents: the orchestrated enterprise

Autonomous functions are the first step. The next is functions that share context and act together. A look at where the technology is heading and what it will require.

veli(Q Lab7 min read

Regional

Designing AI for Thailand: language, channels and data protection

AI built for a global default often disappoints in Southeast Asia. Four practical lessons from building for customers who live on LINE, write in Thai and expect an instant reply.

veli(Q Lab6 min read

Stay close

Follow the work, or start your own.

New articles land here first. Subscribe by RSS, follow us on social, or tell Primues where work slows down in your organization.

Subscribe via RSS