EarlySignals Weekly
Monday, May 18, 2026
Every firm deep-researched by agentic AI, scored for potential and scoop, and fact-checked before publish.
Correction: This issue was corrected after publication.
Thirty eight firms this week, and the agent stack keeps moving local
AI agents are becoming local daemons with their own memory. Mercury Agent runs as a permission-scoped daemon with SQLite memory, OpenWork and Almanac round out a week where the agent moved off the cloud and onto the user's machine.
Vertical AI back-offices keep landing real revenue. Ciridae automates restoration contractors, GovWell handles municipal permitting, LawX booked over €1M serving German notaries, and Asterix and Adfin take on NHS admin and invoice payments. The pattern
is AI owning one industry's operational workflow end to end, not selling a feature.
Canada shows up in force. It is the largest region this issue, from Photonic's silicon quantum processors to a sovereign-AI thread in Great North Collective and the Sustainable AI Group.
Plus private USDC routing on Solana (Looftapay, Multihopper), prediction-market trading agents, and 20-odd more firms. Scrollthrough.
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Scores run 0 to 100. Potential: how likely the firm is to become a real winner, judged across the six dimension scores and held consistent with them, whether or not anyone has heard of it. Scoop: how unlikely a well-read tech investor is to have heard of it yet. High means it has not reached the outlets that reader follows, whatever the firm's quality or age. How our top potential scores did.
Raised (2)
Adfin
Verifiedpotential 81 · scoop 68
London, UKAnnounced May 12, 2026 (seed funding)Surfaced May 18, 2026
Adfin runs an agentic platform that pairs payments, delivered via authorised third-party providers, with AI workflows for invoice and cash flow tasks. It serves 1,500 UK SMEs and reports 9 percent late payment rates against a 63 percent industry average.
Index Ventures tripled its bet on the Adfin team in under two years after founders from Tink and Mambu posted 9 percent late payment rates across 1,500 UK SMEs.
Ethos
Verifiedpotential 84 · scoop 22
London, UKAnnounced May 6, 2026 (seed funding)Surfaced May 18, 2026
Ethos runs a voice-first expert network that uses AI interviews to build structured profiles of specialized knowledge. The company closed a $22.75 million Series A led by a16z after reporting 35,000 weekly expert signups and a path to eight-figure annualized revenue.
Daniel Mankowitz, lead author of the AlphaDev paper whose sorting algorithms now run trillions of times daily, left DeepMind to co-found Ethos with operator James Lo.
Launched (1)
Multihopper
Verifiedpotential 52 · scoop 85
Surfaced May 18, 2026
Multihopper launched a Solana protocol for programmable private multi-hop asset routing in March 2026. Beta APIs with 50/50 developer revenue share followed a third-place finish in the Visa track at the Solana Colosseum hackathon.
Enigma, an early investor in Avalanche and NEAR, shipped Multihopper's Solana routing layer in March 2026 through Strategic Super Reserve.
Stealth Reveals (1)
Sustainable AI Group (SAIG)
Verifiedpotential 62 · scoop 72
Montréal, CanadaFounded 2026 · Announced May 13, 2026 (credible founder new venture)Surfaced May 18, 2026
Sasha Luccioni and Boris Gamazaychikov founded Sustainable AI Group in Montreal. The firm runs third-party audits of AI energy use and lifecycle impacts for enterprise buyers.
Sasha Luccioni left her post as AI and Climate Lead at Hugging Face to start Sustainable AI Group with Boris Gamazaychikov in Montreal.
33 more firms surfaced this week
13 from Canada, 11 from Europe, 8 from United States and 1 from Other.
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