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Finster AI

AI agents for financial data analysis

Overview

Finster AI builds AI agents that read, analyze, and integrate multiple sources of financial and market data for institutional investors. Its products process and synthesize data to support investment decision-making, delivering accurate, private data solutions via subscription services and customized AI solutions. The company differentiates itself through deep experience from AI and finance teams (e.g., Google DeepMind, JP Morgan) and a focus on data accuracy, privacy, and seamless data integration. The goal is to streamline data analysis for professional investors, helping them make faster, better-informed decisions while maintaining data privacy.

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About Finster AI

Simplify's Rating
Why Finster AI is rated
B
Rated B on Competitive Edge
Rated A on Growth Potential
Rated C on Differentiation

Industries

Data & AnalyticsFintechAI & Machine Learning

Company Size

51-200

Company Stage

Series A

Total Funding

$16.8M

Headquarters

London, United Kingdom

Founded

2023

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Simplify's take

What believers are saying

  • FactSet announced broader rollout through 2026, expanding Finster’s reach into banking desks.
  • Finster secured UBS investment on August 10, 2026, validating enterprise demand.
  • PitchBook integration on August 18, 2026 strengthened private-market coverage for asset managers.

What critics are saying

  • FactSet can commoditize Finster by bundling similar workflows into Workstation by 2026.
  • UBS and FactSet partnerships concentrate distribution; losing either partner guts pipeline immediately.
  • Big incumbents like Bloomberg, AlphaSense, and Microsoft can outspend Finster on data integrations.

What makes Finster AI unique

  • FactSet embedded Finster into AI for Banking on March 30, 2026.
  • Finster integrates PitchBook, Third Bridge, and Crunchbase into one regulated research workflow.
  • Sid Jayakumar’s DeepMind background and finance operators from Morgan Stanley sharpen product credibility.

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Funding

Total Funding

$16.8M

Below

Industry Average

Funded Over

3 Rounds

Series A funding typically happens when a startup has a product and some customers, and now needs funding to scale. This money is usually used to grow the team, expand marketing, and improve the product. Venture capital firms are frequently the main investors here.
Series A Funding Comparison
Below Average

Industry standards

$15M
$8.2M
$12M
$15M
$30M

Company News

PR Newswire
Aug 10th, 2026
UBS invests in Finster AI to build AI-native infrastructure for investment banking workflows

Finster AI has secured a strategic investment from UBS Investment Bank as part of its Series B funding round, alongside FactSet. The AI-native platform supports research, analysis, and content workflows across investment banking and asset management. Finster integrates structured financial data, unstructured content, and institutional knowledge to generate insights and enhance client engagement. The platform can create briefing decks, model companies and markets, and monitor sectors for emerging trends and competitive activity. The technology is being developed in collaboration with FactSet, whose AI for Banking platform provides a secure environment for workflow automation. Finster integrates with internal and external data sources and connects with Microsoft Excel and PowerPoint. The investment will support development of enterprise-grade AI infrastructure tailored to investment banking, including expanded workflow capabilities and deeper data integrations.

AInvest Fintech Inc.
Mar 30th, 2026
FactSet invests in Finster AI to power AI-native banking automation platform

Finster AI has partnered with FactSet to power an AI-driven workflow automation platform for banking, with FactSet also making an investment in the company. The partnership will enable AI-native capabilities and automation across complex banking processes. Finster AI's agentic infrastructure and workflow intelligence capabilities will serve as a core engine within FactSet's AI solution. The investment reflects a shared long-term vision between the two firms to advance banking automation and workflow efficiency. No financial details of the investment or partnership terms were disclosed.

GlobeNewswire
Mar 30th, 2026
FactSet accelerates innovation in banking with launch of a new ai-native solution in partnership with Finster AI.

FactSet accelerates innovation in banking with launch of a new ai-native solution in partnership with Finster AI. FactSet also announces an investment in Finster AI. NORWALK, Conn., March 30, 2026 (GLOBE NEWSWIRE) - FactSet (NYSE:FDS | NASDAQ:FDS), a global financial digital platform and enterprise solutions provider, today announced the alpha launch of FactSet AI for Banking, an AI-powered workflow automation ecosystem. Built in collaboration with Finster AI, FactSet's AI solution for banking gives investment banking teams and, more broadly, research and sell-side firms, a unified, secure environment that automates complex deal processes and unlocks new data-driven insights. Concurrently, FactSet announced an investment in Finster AI, deepening its strategic commitment to next-generation innovation. This launch marks a bold move by FactSet to reimagine both the established market data and emerging AI agent landscapes, cementing FactSet's leadership in AI-driven solutions for institutional finance. "At FactSet, we envision a future in which powerful intelligence and AI agents seamlessly enhance one another; where, in an ever-evolving landscape, trust in core systems is more essential than ever as clients seek insights at pace," said Kate Stepp, Chief AI Officer at FactSet. "With FactSet's new AI solution for banking, we are delivering an agentic ecosystem that unlocks seamless access to an unprecedented array of datasets, proprietary agents, and task automation capabilities, all in direct support of our banking and research clients' most critical goals. FactSet's solution embodies our commitment to innovation and trust, empowering clients to move confidently from insight to action wherever those decisions are made." FactSet's AI solution for banking is positioned at the intersection of traditional market data providers and standalone, off-the-shelf AI agent solutions that often require users to juggle numerous disconnected tools. FactSet's AI solution for banking provides a unified, purpose-built workflow in regulated environments. Through natural language prompts, it orchestrates the production and synthesis of critical transaction assets and other complex processes across the entire deal lifecycle, delivering full traceability. Designed to transform bankers' ability to focus on high-value tasks, the multiple agents within FactSet's AI solution for banking streamline the proactive, trigger-based generation of pitch materials, company profiles, memos, deep research, and buyer/seller analysis, among other specialized investment banking workflows. "This advancement signifies FactSet's unwavering commitment to solving the daily challenges of bankers," said Kristina Karnovsky, Executive Vice President of Dealmakers & Wealth at FactSet. "With multiple trigger-based agents and broad UX interoperability, combined with an industry-leading breadth of data, FactSet's AI solution for banking empowers investment banking teams to focus on higher-value activities: delivering differentiated insights and deepening client relationships. By embedding intelligent automation within workflows, bankers can rapidly move from idea to execution, expanding deal capacity while delivering increased quality of every client interaction." FactSet's AI solution for banking is available through FactSet Workstation, with seamless integration into Microsoft Office Suite, and as a virtual private cloud or single tenant deployment, configurations designed to meet the rigorous requirements of highly regulated financial sectors. The solution delivers comprehensive, auditable task automation and workflow connectivity, harnessing the latest advancements in both agentic and generative AI through technical collaboration with Finster AI and FactSet's own internal AI experts, led by FactSet's recently appointed Chief AI Officer, Kate Stepp. Powered by FactSet's trusted data, and offering clients the flexibility to incorporate proprietary insights, this alpha launch affirms FactSet's commitment to streamlining banking workflows - from origination and research to execution and client delivery. This open architecture and flexible user interface empower clients to go beyond FactSet's extensive data universe. In addition to leveraging the full breadth of content available from FactSet, clients are welcome to bring their own Model Context Protocols (MCPs) and other critical data sets to FactSet's AI solution. This flexibility enables the FactSet AI solution for banking to serve as a unified "single pane of glass," delivering seamless access, supervision, and workflow automation across all essential investment banking content sets, regardless of source. "We are incredibly proud to partner with FactSet, an industry stalwart that has defined financial data and analytics for decades," said Sid Jayakumar, CEO of Finster AI. "FactSet's vision for AI aligns deeply with our belief that the future of finance will be driven by intelligent AI agents operating natively within workflows, underpinned by a secure data ecosystem. Together, we are bringing that vision to life for investment banks." FactSet AI for Banking is now available in alpha for select clients, with broader rollout planned through 2026. Full functionality details are available here: www.factset.com/marketplace/catalog/product/factset-ai-for-banking. About FactSet FactSet (NYSE:FDS | NASDAQ:FDS) supercharges financial intelligence, offering enterprise data and information solutions that power our clients to maximize their potential. Our cutting-edge digital platform seamlessly integrates proprietary financial data, client datasets, third-party sources, and flexible technology to deliver tailored solutions across the buy-side, sell-side, wealth management, private equity, and corporate sectors. With over 47 years of expertise, offices in 19 countries, and extensive multi-asset class coverage, we leverage advanced data connectivity alongside AI and next-generation tools to streamline workflows, drive productivity, and enable smarter, faster decision-making. Serving more than 9,000 global clients and over 239,000 individual users, FactSet is a member of the S&P 500 dedicated to innovation and long-term client success. Learn more at www.factset.com and follow us on X and LinkedIn.

PYMNTS
Oct 20th, 2025
Finster Raises $15 Million for AI-Native Research Platform for Financial Institutions

Finster raises $15 million for ai-native research platform for financial institutions. Finster AI has raised $15 million in combined Series A and seed funding to support the growth of its artificial intelligence-native research and task automation platform for investment banks and asset managers. The platform helps these financial professionals unlock insights, the company said in a Monday (Oct. 20) press release. Finster AI will use the funding to open a New York office, expand its London headquarters and form data and technology partnerships, according to the release. The company's platform is designed to meet the needs financial institution teams have for strict controls and robust governance around the handling of confidential information and material nonpublic information, the release said. The platform is also designed to avoid hallucinations and to deliver accurate, real-time data, per the release. With these capabilities, the Finster AI platform can help with tasks like drafting investment memos, conducting research, and assembling data and client materials, according to the release. "We designed Finster as a secure, scalable and verifiable platform that doesn't just support workflows; it anticipates them," Finster AI Founder and CEO Sid Jayakumar said in the release. "Our mission is to help financial institutions move from reactive tasks to proactive, insight-driven decision-making at industry scale." Toby Triebel, partner at FinTech Collective, which led the Series A round, said in the release that Finster AI has the expertise in both AI and financial services that is needed to create a deeply integrated enterprise-grade AI for this industry. "Already, the proof is in the product, which resonates with clients on a global scale thanks to their rigorous pace of execution that has catapulted them past even well-established players," Triebel said. Finster announced on Sept. 30 that it integrated Third Bridge's library of expert interviews into its platform. Users of the Finster platform can now summarize and analyze these interviews alongside public filings, investor presentations and other research sources. In August, the firm integrated PitchBook data into the platform so that users can analyze private companies inside Finster along with public markets. Finster partnered with Crunchbase in July, saying this enables the platform to expand its private market data coverage.

FinSMEs
Oct 20th, 2025
Finster AI Raises $15M in Funding

Finster AI, a London, UK-based AI-native platform for investment banks and asset managers, raised $15m in combined Series A and Seed funding

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