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Evidence-bound summary — expand sections for movement, risks, and signals.
Memo snapshot · May 20, 2026, 5:58 PM
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TL;DR
Seed (YC)Phases | Faster, Cheaper Trials with AI Agents Official clinical trial AI automation platform.
Latest: Seed. Investors: Y Combinator. (High).
Funding
Latest: Seed. Investors: Y Combinator. (High).
Product / news
1 product/news‑styled row(s); headline risk without filings (High).
Verified facts
Google invests in Fervo’s $462M round to unlock even more geothermal energy https://techcrunch.com/2025/12/10/google-invests-in-fervos-462m-round-to-unlock-even-more-geothermal-energy/
AI agents for clinical trial operations starting with patient recruitment.
No open roles indexed yet.
The index price and activity score are algorithmic estimates based on observed public company-level signals. They may be incomplete, stale, or inaccurate and are not investment, legal, tax, or business advice.
discovery:google:HTTP 403
Source types found
Strongest / recent news-style rows
Customers · Thu, Jul 2, 03:25 PM · confidence 70%high quality
Pricing · Thu, Jul 2, 03:25 PM · confidence 70%high quality
Press · Thu, Jul 2, 03:25 PM · confidence 70%high quality
Newest first · 17 event(s)
Source: Customers
Phases deploys AI agents to oversee clinical trials, improving operational performance, data quality, and audit readiness by detecting risks and resolving issues autonomously.
Source: Pricing
Phases deploys AI agents to oversee clinical trials, improving operational performance, data quality, and audit readiness by detecting risks and resolving issues autonomously.
Source: Press
Phases deploys AI agents to oversee clinical trials, improving operational performance, data quality, and audit readiness by detecting risks and resolving issues autonomously.
Source: News
Phases deploys AI agents to oversee clinical trials, improving operational performance, data quality, and audit readiness by detecting risks and resolving issues autonomously.
Source: Blog
Phases deploys AI agents to oversee clinical trials, improving operational performance, data quality, and audit readiness by detecting risks and resolving issues autonomously.
Source: Jobs page
Phases deploys AI agents to oversee clinical trials, improving operational performance, data quality, and audit readiness by detecting risks and resolving issues autonomously.
Source: Careers page
Phases deploys AI agents to oversee clinical trials, improving operational performance, data quality, and audit readiness by detecting risks and resolving issues autonomously.
Source: About page
Phases deploys AI agents to oversee clinical trials, improving operational performance, data quality, and audit readiness by detecting risks and resolving issues autonomously.
Source: Homepage
Phases deploys AI agents to oversee clinical trials, improving operational performance, data quality, and audit readiness by detecting risks and resolving issues autonomously.
Official clinical trial AI automation platform.
AI agents for clinical trial operations starting with patient recruitment.
Source: npm_registry
Support for `import <defer|source>` phase syntax in Acorn
Source: techcrunch
Google invests in Fervo’s $462M round to unlock even more geothermal energy https://techcrunch.com/2025/12/10/google-invests-in-fervos-462m-round-to-unlock-even-more-geothermal-energy/
YC launch on AI-driven patient recruitment.
2 row(s)
The company's own site — the authoritative description of what they sell and to whom. Marketing-controlled, so treat claims as positioning rather than verified traction.
Phases deploys AI agents to oversee clinical trials, improving operational performance, data quality, and audit readiness by detecting risks and resolving issues autonomously.
Why it matters: Primary source — the company's own positioning; best read for what they sell and to whom, not for traction claims.
Open source ↗Official clinical trial AI automation platform.
Why it matters: Primary source — the company's own positioning; best read for what they sell and to whom, not for traction claims.
Open source ↗8 row(s)
Third-party press coverage. Independent reporting corroborates company claims; repeated coverage across outlets is a momentum signal.
Phases deploys AI agents to oversee clinical trials, improving operational performance, data quality, and audit readiness by detecting risks and resolving issues autonomously.
Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.
Open source ↗Phases deploys AI agents to oversee clinical trials, improving operational performance, data quality, and audit readiness by detecting risks and resolving issues autonomously.
Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.
Open source ↗Phases deploys AI agents to oversee clinical trials, improving operational performance, data quality, and audit readiness by detecting risks and resolving issues autonomously.
Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.
Open source ↗Phases deploys AI agents to oversee clinical trials, improving operational performance, data quality, and audit readiness by detecting risks and resolving issues autonomously.
Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.
Open source ↗Phases deploys AI agents to oversee clinical trials, improving operational performance, data quality, and audit readiness by detecting risks and resolving issues autonomously.
Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.
Open source ↗Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.
Open source ↗Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.
Open source ↗YC launch on AI-driven patient recruitment.
Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.
Open source ↗2 row(s)
Funding announcements and investor-database records. The strongest public signal of capitalization: round, amount, and syndicate quality when disclosed.
AI agents for clinical trial operations starting with patient recruitment.
Why it matters: Funding signal — Seed per this source; verify against the linked original before relying on it.
Open source ↗Google invests in Fervo’s $462M round to unlock even more geothermal energy https://techcrunch.com/2025/12/10/google-invests-in-fervos-462m-round-to-unlock-even-more-geothermal-energy/
Why it matters: Funding signal — Series E per this source; verify against the linked original before relying on it.
Open source ↗2 row(s)
Open roles and careers pages. Active hiring implies runway to spend and shows where the company is investing (engineering vs GTM vs ops).
Phases deploys AI agents to oversee clinical trials, improving operational performance, data quality, and audit readiness by detecting risks and resolving issues autonomously.
Why it matters: Hiring signal — open roles imply runway to spend and show where the company is investing.
Open source ↗Phases deploys AI agents to oversee clinical trials, improving operational performance, data quality, and audit readiness by detecting risks and resolving issues autonomously.
Why it matters: Hiring signal — open roles imply runway to spend and show where the company is investing.
Open source ↗2 row(s)
Public engineering activity. Sustained commits, releases, and stars indicate real product development and, for dev tools, developer adoption.
Support for `import <defer|source>` phase syntax in Acorn
Why it matters: Engineering signal — public repo activity evidences active development and possible developer adoption.
Open source ↗A wide range of mathematical functions for shape representation and curve generation
Why it matters: Engineering signal — public repo activity evidences active development and possible developer adoption.
Open source ↗1 row(s)
Company blog and newsletters. Shipping cadence and technical depth of posts hint at product velocity and team quality.
Phases deploys AI agents to oversee clinical trials, improving operational performance, data quality, and audit readiness by detecting risks and resolving issues autonomously.
Why it matters: Company publishing — post cadence and depth hint at product velocity.
Open source ↗Sign in as an active team member to view private notes, watchlist controls, transcript evidence, and interaction history.