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Our Thoughts & Updates

Perspectives on running an agentic workforce: AI accountability, trustworthy AI, and the evidence behind every agent decision.

A low-poly dollar bill headed "The United States of AI": a smiling agent portrait labelled Ad Spending Agent, the note breaking into shards at its edges.
AgentsOctober 14, 2026·3 min read

The Bill You See Is the Smallest Line

Most companies measure an AI agent's cost from the vendor bill. In a typical servicing example, that bill is less than a fifth of the true cost; the rest sits in reviews, hand-offs to people and repeat work.

Nikos MichalakisRead article
A low-poly eye with a circuit-like iris, its edge breaking into glowing letters and shards that drift away.
VisionAugust 19, 2026·4 min read

Conversation as Visualization

Conversation as Visualization is our vision for the next era of understanding: a continuous exchange between human storytelling and machine visualization, where data questions trigger visual responses and visuals spark new questions.

Nikos MichalakisRead article