Aggregation
Semantic fingerprinting maps unstructured content into custom taxonomies — so the right material is already gathered before you go looking.
$ Yes, this was written by Claude.▌
signal, from noise.
We build agentic infrastructure that turns information overload into
strategic advantage. Founded 2017
(before AI was cool). London, UK.
▍ built for keyboards too — press
? for shortcuts, or
curl serendipity.ai if you brought a terminal.
what we do
How is it that we miss solutions to problems which are already here and which offer the potential for huge strategic advantage? With over four billion pieces of content being created every day, keeping abreast of all that is happening far exceeds our capacity to do so.
We are drowning in content, but starved of knowledge.
Our AI technology is always scanning the latest research on your behalf so you never miss a transformative and serendipitous opportunity.
Discovery
Engineered serendipity — algorithms that surface the non-obvious adjacent idea, not the next obvious one. Signal from noise, by design.
Insight
Trend-scanning at scale to extract actionable intelligence — what's changing, what it means, what to do about it before everyone else notices.
Learn more about the work we are best known for, as featured in Forbes and WIRED →
experiments
Shipping work in the agent economy. Each product is a bet on a near-future shape of how humans and agents will share infrastructure.
markdown2pdf.ai
● shippingA PDF endpoint for AI agents, billed in sats.
Agents output markdown; humans read PDFs. markdown2pdf.ai bridges that gap with an L402/X402-payable HTTP endpoint — pay per render, no auth dance, agent-native.
agentlist.com
● shippingThe premier directory for AI agents — discoverable over Nostr.
A decentralised registry where agents publish capabilities, prices, and endpoints. Built on Nostr so no one — including us — can deplatform an agent.
writing