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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 Information may be incomplete or outdated — verify independently before making decisions.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 · May 20, 2026, 6:31 PM
What would change this read
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TL;DR
Seed (YC)Playgent Sandboxes for AI agents product site.
Raised $500K across 1 funding round. Latest: $500K Pre-seed (Jan 2025). Investors: Y Combinator. (High).
Funding
Raised $500K across 1 funding round. Latest: $500K Pre-seed (Jan 2025). Investors: Y Combinator. (High).
Product / news
1 product/news‑styled row(s); headline risk without filings (High).
Verified facts
Summer 2025 batch; sandboxes for AI agents to reproduce production failures.
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, 06:31 PM · confidence 88%high quality
wikipedia · Mon, Jun 29, 12:39 AM · confidence 50%low quality
wikipedia · Mon, Jun 29, 12:39 AM · confidence 50%low quality
Newest first · 7 event(s)
Source: official_site
Playgent - RL Environments for Finance New Improving Agents on Hard Investment Banking Tasks → About FAQ Research Backed by RL Environments for Finance . Post-training for Chat with us Learn more What is an RL environment? A reinforcement learning environment…
Source: official_site
Research - Playgent About FAQ Research Research Insights on RL, finance, and intelligent agents. Feb 15, 2026 Evaluating AI Agents on Investment Banking Tasks How we built PlaygentIB, a benchmark of 130 real investment banking tasks across M&A, Restructur…
Summer 2025 batch; sandboxes for AI agents to reproduce production failures.
3 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.
Simulation environments for testing AI agents
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 ↗Playgent - RL Environments for Finance New Improving Agents on Hard Investment Banking Tasks → About FAQ Research Backed by RL Environments for Finance . Post-training for Chat with us Learn more What is an RL environment? A reinforcement learning environment…
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 ↗Research - Playgent About FAQ Research Research Insights on RL, finance, and intelligent agents. Feb 15, 2026 Evaluating AI Agents on Investment Banking Tasks How we built PlaygentIB, a benchmark of 130 real investment banking tasks across M&A, Restructur…
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 ↗2 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 ↗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.
Summer 2025 batch; sandboxes for AI agents to reproduce production failures.
Why it matters: Funding signal — Pre-Seed per this source; verify against the linked original before relying on it.
Open source ↗1 row(s)
Company blog and newsletters. Shipping cadence and technical depth of posts hint at product velocity and team quality.
Simulation environments for testing AI agents
Why it matters: Company publishing — post cadence and depth hint at product velocity.
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