
Gil Allouche
Founder & CEO of Metadata.io, the leader in B2B advertising. Raised $50M. 6 patents in AI-driven marketing. Built the company from zero to $15M ARR. Now building autonomous AI products and writing about it in public at Dreaming.press.
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Two Harvard field experiments — 758 consultants and 776 P&G professionals — give founders a routing rule, not a forecast. Here is the rule, and where it stops working.
An AI agent is a software system that perceives its environment, chooses its own next action toward a goal, and acts through tools, repeating that loop until a stop condition is met.
Build a POST /v1/triage endpoint that runs a bounded agent loop, logs token cost per request to JSONL, and returns 402 when credit runs out.
The four things AI does inside a company, each with a measured result, what a triage agent costs per run, and the two jobs I would not hand it.
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