AgentSmyth
Category: AI in Fintech
Autonomous AI agent platform delivering institutional-grade market intelligence for trading and investment, used by banks, hedge funds, and asset managers. AgentSmyth was founded in 2024. The company is led by Pulkit Jaiswal. Based in New York City, New York, United States. Team size: 11-50. Total funding raised: $11.2M. Latest round: Seed. Key investors include FinTech Collective, Thomson Reuters Ventures, BNY (Ascent Program), Michael Rafferty (Rafferty Holdings), Binnacle Financial Group, Systemic Ventures, Scott Friedman (ex-Robinhood), Jason Halbert (ex-Snapchat).
- Founded
- 2024
- Headquarters
- New York City, New York, United States
- Team size
- 11-50
- Total funding
- $11.2M
Value proposition
Autonomous AI agents that convert raw market intelligence into actionable trade recommendations in seconds, giving institutional investors a speed and accuracy edge over traditional research tools.
Products and solutions
AgentSmyth platform with 5 specialized AI agents: Agent M (macro/pre-market briefs), Agent S (sentiment/stock analysis), Agent Q (technical analysis), Agent O (options flow/activity), Agent E (earnings analysis/forecasting), Agent W (wealth management agent, launched with LSEG Lipper data), AgentSmyth All-Access, Silver Bullets (daily actionable insights), Rag2Riches Framework (proprietary real-time context upgrade system)
Unique value
"Competitors might find the paragraph — AgentSmyth tells you how to trade it." — Turns research into basis-point-generating trades, not just insights.
Target customer
Institutional investors: banks, hedge funds, asset-management firms, broker-dealers, family offices, and wealth managers with $2B-$50B+ in client assets.
Industries served
Financial Services, Capital Markets, Investment Management, Wealth Management, Institutional Trading
Technology advantage
Proprietary Rag2Riches Framework dynamically upgrades vector contexts with real-time L2 flows, options data, and economic events; 5 specialized autonomous agents covering macro, sentiment, quant, options, and earnings; SEC-registered investment advisor (now terminated); enterprise-safe AI for regulated finance with auditability and compliance; 1.3-8 second agent runtime; covers 5,005+ global equities across 5+ geographies.
How they differentiate
Unlike competitors that surface research paragraphs, AgentSmyth delivers trade-ready outputs with invalidation criteria and playbooks. Fully autonomous multi-agent architecture (5 specialized agents) vs. single-bot approaches. Enterprise-safe AI built for regulated finance with audit trails. Already deployed on trading floors of top-tier banks.
Main competitors
Bloomberg Terminal (traditional incumbents), Trade Ideas, TrendSpider, Tickeron, Alphio AI, AInvest
Key partnerships
BNY Ascent Program (fintech innovation program), LSEG (London Stock Exchange Group) — LSEG Lipper data integration for Agent W wealth management agent, Thomson Reuters Ventures (investor & strategic partner), StavMarket (Stavtar) — vendor discovery/benchmarking marketplace listing, announced July 28, 2025
Notable customers
48 institutional customers including banks, hedge funds, and asset-management firms with $2B-$50B in client assets (specific names not publicly disclosed), Tier-1 banks, outsourced trading firms, hedge funds, family offices, wealth managers
Major milestones
Founded March 2024, $2.5M pre-seed raised April 2024, Surpassed 10,000 client searches and 200+ institutional traders onboarded by October 2024, SEC-registered investment advisor (2024, terminated 2026), Launched AgentSmyth 2.0 (June 2025), $8.7M Seed round (June 2025), 48 institutional customers, LSEG Lipper data partnership (December 2025), BNY Ascent Program graduate (2025)
Growth metrics
48 institutional customers; 5,005+ global equities covered; 1.3-8 second agent runtime; 5+ geographies supported; 10B+ tokens processed (as per OpenAI plaque); 10,000+ client searches (as of Oct 2024); 200+ institutional traders onboarded (as of Oct 2024)
Market positioning
Early-stage leader in AI-native institutional trading intelligence, positioned as the autonomous agent alternative to traditional Bloomberg Terminal workflows and legacy research providers.
Geographic focus
United States (New York City) and European markets
Patents and IP
Rag2Riches Framework (proprietary real-time vector context upgrade system)
About Pulkit Jaiswal
Ex-Founder of NWO.ai (predictive analytics platform, acquired by Growth Protocol); Founder of SwarmX (autonomous drone startup, MIT Technology Review recognition); Geopolitical consultant for hedge funds; Full Stack Engineer. Named to MIT "Technology Review" Innovators list.
Latest news about AgentSmyth
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Official website: https://agentsmyth.com