Loading startup
Market data is refreshed once per day from public sources. Information may be incomplete or outdated — verify independently before making decisions. This is not investment advice.
Evidence-bound summary — expand sections for movement, risks, and signals.
Memo snapshot · Jun 28, 2026, 6:32 PM
What would change this read
DealFlow OS uses public web data and automated enrichment. Research may be incomplete, outdated, or incorrect. Verify important information before making investment or outreach decisions.
TL;DR
Seed (YC)Sylvian develops specialized AI agents that gather expert tool-use data for Large Language Models (LLMs) via competitions.
YC funding
Funding
HighYC funding
Hiring
LowNo information
GitHub
LowNo information
Product / news
HighLaunch of competition model
Traffic / social
LowNo information
Verified facts
Inferred (corpus-only)
YC F25; specialized AI agents gathering expert tool-use data for LLMs via competitions.
Weak funding evidence: mention does not include a parsed raise amount/round and may refer to non-funding context.
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.
Source types found
Strongest / recent news-style rows
Wed, May 20, 06:28 PM · confidence 88%high quality
wikipedia · Sun, Jun 28, 09:08 PM · confidence 50%medium quality
Wed, May 20, 06:28 PM · confidence 85%medium quality
Newest first · 5 event(s)
YC F25; specialized AI agents gathering expert tool-use data for LLMs via competitions.
Data for LLMs through competition model.
GitHub org for Sylvian project artifacts.
3 row(s)
Third-party press coverage. Independent reporting corroborates company claims; repeated coverage across outlets is a momentum signal.
Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.
Open source ↗Data for LLMs through competition model.
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 ↗1 row(s)
Funding announcements and investor-database records. The strongest public signal of capitalization: round, amount, and syndicate quality when disclosed.
YC F25; specialized AI agents gathering expert tool-use data for LLMs via competitions.
Why it matters: Funding signal — Pre-Seed per this source; verify against the linked original before relying on it.
Open source ↗1 row(s)
Public engineering activity. Sustained commits, releases, and stars indicate real product development and, for dev tools, developer adoption.
GitHub org for Sylvian project artifacts.
Why it matters: Engineering signal — public repo activity evidences active development and possible developer adoption.
Open source ↗Sign in as an active team member to view private notes, watchlist controls, transcript evidence, and interaction history.