Finster: the AI platform for investment banks.

Fast, clear and precise: Finster accelerates complex investment decisions, with purpose-built AI for rapid data synthesis and presentation. Ramp up faster, save time with automation, and gain the edge with novel insights. 

AI-first and purpose-built

Granular, traceable citations

Automated end-to-end workflows

Specialized, sophisticated and precise: how Finster supports your workflows:

Aggregate, analyze and visualize market and company data in seconds, without time spent cross-checking or correcting errors. Discover how Finster speeds up your workflows, supports your strategic goals and frees up your team to do their best work.

Win more with novel insight

Pull insight from multiple documents, filings and data sources and get fresh angles to fuel your strategies. Give your team the tools to build compelling pitches and the time to focus on what really matters. 

Win more with novel insight

Pull insight from multiple documents, filings and data sources and get fresh angles to fuel your strategies. Give your team the tools to build compelling pitches and the time to focus on what really matters. 

Win more with novel insight

Pull insight from multiple documents, filings and data sources and get fresh angles to fuel your strategies. Give your team the tools to build compelling pitches and the time to focus on what really matters. 

Win more with novel insight

Pull insight from multiple documents, filings and data sources and get fresh angles to fuel your strategies. Give your team the tools to build compelling pitches and the time to focus on what really matters. 

Specialized, sophisticated and precise: how Finster supports your workflows:

How Finster supports your productivity and performance

Aggregate, analyze and visualize market and company data in seconds, without time spent cross-checking or correcting errors. Discover how Finster speeds up your workflows, supports your strategic goals and frees up your team to do their best work.

Win more with novel insight

Pull insight from multiple documents, filings and data sources and get fresh angles to fuel your strategies. Give your team the tools to build compelling pitches and the time to focus on what really matters. 

Prioritize high-value tasks

Cut down on manual work and free up capacity for high-value tasks: e.g. building client relationships, competing for deals and sharing knowledge internally. Save time and see impacts across the board.

Ramp up research

See themes, trends and key players in minutes, with real-time intel. Get a bird’s eye view of the market almost instantly, pull comps rapidly, and create company primers in just a few clicks. Get up to speed fast, then get ahead.

See more with Screener

Uncover hidden insights with Finster Screener. Get more from your research by overlaying qualitative insights over quantitative filters. Less time searching, more time thinking. 

Build decks rapidly

Reusable templates and automation let you cut the time you spend preparing decks. Produce company strip profiles, summaries, CIMs and industry reports in your company’s style and branding, so you can concentrate on strategy.

Proactive, not reactive

Finster’s AI agents work proactively to keep you in the loop and understand your ways of working. Get alerts on new developments and filings, set up and receive schedules by email and auto-update pitch decks and CIMs.

Investment banking that’s AI first: what makes Finster different

Purpose-built, rigorous and robust: why Finster leads generative AI in investment banking.

Save time with templates

Templatize repetitive workflows with Tasks. Set them to run, be triggered or updated with the latest data. Finster handles analysis, comps, strip profiles, pitch decks and more.

Granular demographic data

Real-time, predictive demographic data, down to micro level. Spot emerging trends, geographic shifts and changes in spending patterns, for faster identification of opportunities and risks.

Granular demographic data

Real-time, predictive demographic data, down to micro level. Spot emerging trends, geographic shifts and changes in spending patterns, for faster identification of opportunities and risks.

Create bespoke tasks and workflows

Streamline tasks across your internal systems, with seamless integration with your internal APIs and Sharepoint, plus ad-hoc file uploads. Finster’s AI-agent allows you to create custom solutions from first-mile ingestion to last-mile delivery.

Create bespoke tasks and workflows

Streamline tasks across your internal systems, with seamless integration with your internal APIs and Sharepoint, plus ad-hoc file uploads. Finster’s AI-agent allows you to create custom solutions from first-mile ingestion to last-mile delivery.

Rely on exceptional data quality

Grounded in accurate, up to date, niche data, combined from FactSet, Crunchbase and Morningstar, with primary sources such as SEC filings and releases from thousands of global companies. Ensure a seamless audit trail with highly granular citations.

Instant impact

See how Finster can support your team with vastly accelerated investment research.

Instant impact

See how Finster can support your team with vastly accelerated investment research.

Instant impact

See how Finster can support your team with vastly accelerated investment research.

Instant impact

See how Finster can support your team with vastly accelerated investment research.

Instant impact

See how Finster can support your team with vastly accelerated investment research.

Trusted by industry leaders

Sector-shaping AI, trusted by leaders in investment banking. Finster clients include a top 10 global investment bank, a $1tn AUM asset manager and a $750bn AUM asset manager. Precise, robust and private, Finster was built with platinum-standard rigor and security.

Rigorous citations and audit trails

Every number, fact and quotation can be traced and trusted, thanks to Finster’s proprietary citation algorithm. Build your insights on rigorous, reliable sources.

Real-time feeds and solid data

A custom data collection pipeline fed by thousands of documents and data points, and constantly updated with SEC filings, investor relations news and the latest from our data partners.

Private and protected

Finster protects your company data with enterprise-grade security protocols, robust access controls and private deployment options. We’re SOC 2 compliant, end-to-end encrypted and we never train our AI on your data.

Best-in-class AI talent: our credentials

Finster is built by a world-leading team who combine cutting-edge AI experience with deep knowledge of the financial services industry. Our leadership team includes expertise from DeepMind, Meta AI, Morgan Stanley, Revolut and J.P. Morgan. With backgrounds in model training, foundational systems, equity and financial strategy, no team is better equipped to lead the way in investment banking AI automations.

Instant impact

See how Finster can support your team with vastly accelerated investment research.

Instant impact

See how Finster can support your team with vastly accelerated investment research.

Instant impact

See how Finster can support your team with vastly accelerated investment research.

Instant impact

See how Finster can support your team with vastly accelerated investment research.

Instant impact

See how Finster can support your team with vastly accelerated investment research.

Frequently asked questions

How is this different from traditional research tools or databases?

Our platform can automate your core research workflows; surfacing earnings analysis, peer comps, industry deep dives, and pitchbook creation - turning unstructured data into actionable insights with speed and accuracy. Instead of manually pouring through data, Finster delivers the information you need as tables, graphs and reports that get straight to the point.

How is this different from traditional research tools or databases?

Our platform can automate your core research workflows; surfacing earnings analysis, peer comps, industry deep dives, and pitchbook creation - turning unstructured data into actionable insights with speed and accuracy. Instead of manually pouring through data, Finster delivers the information you need as tables, graphs and reports that get straight to the point.

How is this different from traditional research tools or databases?

Our platform can automate your core research workflows; surfacing earnings analysis, peer comps, industry deep dives, and pitchbook creation - turning unstructured data into actionable insights with speed and accuracy. Instead of manually pouring through data, Finster delivers the information you need as tables, graphs and reports that get straight to the point.

How is this different from traditional research tools or databases?

Our platform can automate your core research workflows; surfacing earnings analysis, peer comps, industry deep dives, and pitchbook creation - turning unstructured data into actionable insights with speed and accuracy. Instead of manually pouring through data, Finster delivers the information you need as tables, graphs and reports that get straight to the point.

How is this different from traditional research tools or databases?

Our platform can automate your core research workflows; surfacing earnings analysis, peer comps, industry deep dives, and pitchbook creation - turning unstructured data into actionable insights with speed and accuracy. Instead of manually pouring through data, Finster delivers the information you need as tables, graphs and reports that get straight to the point.

Where does Finster’s data come from?

We are fully integrated with trusted data sources like SEC filings, earnings transcripts, news & reports, and licensed providers (e.g. Morningstar, PitchBook, FactSet, crunchbase, Third Bridge.) to ensure comprehensive and accurate citations.

Where does Finster’s data come from?

We are fully integrated with trusted data sources like SEC filings, earnings transcripts, news & reports, and licensed providers (e.g. Morningstar, PitchBook, FactSet, crunchbase, Third Bridge.) to ensure comprehensive and accurate citations.

Where does Finster’s data come from?

We are fully integrated with trusted data sources like SEC filings, earnings transcripts, news & reports, and licensed providers (e.g. Morningstar, PitchBook, FactSet, crunchbase, Third Bridge.) to ensure comprehensive and accurate citations.

Where does Finster’s data come from?

We are fully integrated with trusted data sources like SEC filings, earnings transcripts, news & reports, and licensed providers (e.g. Morningstar, PitchBook, FactSet, crunchbase, Third Bridge.) to ensure comprehensive and accurate citations.

Where does Finster’s data come from?

We are fully integrated with trusted data sources like SEC filings, earnings transcripts, news & reports, and licensed providers (e.g. Morningstar, PitchBook, FactSet, crunchbase, Third Bridge.) to ensure comprehensive and accurate citations.

How do you handle privacy and compliance?

We operate with enterprise-grade security protocols, including SOC 2 compliance, audit trails, and data encryption at rest and in transit. We also support role-based access control/SSO and can deploy in private cloud environments.

How do you handle privacy and compliance?

We operate with enterprise-grade security protocols, including SOC 2 compliance, audit trails, and data encryption at rest and in transit. We also support role-based access control/SSO and can deploy in private cloud environments.

How do you handle privacy and compliance?

We operate with enterprise-grade security protocols, including SOC 2 compliance, audit trails, and data encryption at rest and in transit. We also support role-based access control/SSO and can deploy in private cloud environments.

How do you handle privacy and compliance?

We operate with enterprise-grade security protocols, including SOC 2 compliance, audit trails, and data encryption at rest and in transit. We also support role-based access control/SSO and can deploy in private cloud environments.

How do you handle privacy and compliance?

We operate with enterprise-grade security protocols, including SOC 2 compliance, audit trails, and data encryption at rest and in transit. We also support role-based access control/SSO and can deploy in private cloud environments.

How accurate is Finster’s AI-generated output?

All outputs are backed by source citations and traceable references, allowing your team to quickly validate and dig deeper where needed. Each citation is clickable, showing you exactly where the data originates from, giving you the space to see the context and derive what you need.

How accurate is Finster’s AI-generated output?

All outputs are backed by source citations and traceable references, allowing your team to quickly validate and dig deeper where needed. Each citation is clickable, showing you exactly where the data originates from, giving you the space to see the context and derive what you need.

How accurate is Finster’s AI-generated output?

All outputs are backed by source citations and traceable references, allowing your team to quickly validate and dig deeper where needed. Each citation is clickable, showing you exactly where the data originates from, giving you the space to see the context and derive what you need.

How accurate is Finster’s AI-generated output?

All outputs are backed by source citations and traceable references, allowing your team to quickly validate and dig deeper where needed. Each citation is clickable, showing you exactly where the data originates from, giving you the space to see the context and derive what you need.

How accurate is Finster’s AI-generated output?

All outputs are backed by source citations and traceable references, allowing your team to quickly validate and dig deeper where needed. Each citation is clickable, showing you exactly where the data originates from, giving you the space to see the context and derive what you need.

What makes Finster AI-native, not just AI powered?

Finster was built AI-first, not adapted later. Unlike wrappers or bolt-ons, it was designed from the ground up to automate entire research workflows. Data is ingested, tagged, and structured at the source, then retrieved and used in generation within a single system. This removes manual steps and avoids layering AI onto legacy tools.

What makes Finster AI-native, not just AI powered?

Finster was built AI-first, not adapted later. Unlike wrappers or bolt-ons, it was designed from the ground up to automate entire research workflows. Data is ingested, tagged, and structured at the source, then retrieved and used in generation within a single system. This removes manual steps and avoids layering AI onto legacy tools.

What makes Finster AI-native, not just AI powered?

Finster was built AI-first, not adapted later. Unlike wrappers or bolt-ons, it was designed from the ground up to automate entire research workflows. Data is ingested, tagged, and structured at the source, then retrieved and used in generation within a single system. This removes manual steps and avoids layering AI onto legacy tools.

What makes Finster AI-native, not just AI powered?

Finster was built AI-first, not adapted later. Unlike wrappers or bolt-ons, it was designed from the ground up to automate entire research workflows. Data is ingested, tagged, and structured at the source, then retrieved and used in generation within a single system. This removes manual steps and avoids layering AI onto legacy tools.

What makes Finster AI-native, not just AI powered?

Finster was built AI-first, not adapted later. Unlike wrappers or bolt-ons, it was designed from the ground up to automate entire research workflows. Data is ingested, tagged, and structured at the source, then retrieved and used in generation within a single system. This removes manual steps and avoids layering AI onto legacy tools.

Can I use my own LLM with Finster?

Beyond our extensive data sources, we also integrate with the MS suite, including the ability to export to Outlook, PPT, Word & Excel, giving you total flexibility to move your decision-making forward, faster.

Can I use my own LLM with Finster?

Beyond our extensive data sources, we also integrate with the MS suite, including the ability to export to Outlook, PPT, Word & Excel, giving you total flexibility to move your decision-making forward, faster.

Can I use my own LLM with Finster?

Beyond our extensive data sources, we also integrate with the MS suite, including the ability to export to Outlook, PPT, Word & Excel, giving you total flexibility to move your decision-making forward, faster.

Can I use my own LLM with Finster?

Beyond our extensive data sources, we also integrate with the MS suite, including the ability to export to Outlook, PPT, Word & Excel, giving you total flexibility to move your decision-making forward, faster.

Can I use my own LLM with Finster?

Beyond our extensive data sources, we also integrate with the MS suite, including the ability to export to Outlook, PPT, Word & Excel, giving you total flexibility to move your decision-making forward, faster.

Do you offer a demo?

Yes, click ‘get a demo’ on this page, and we’ll get in touch to walk you through our Tasks, Screener, Deep Research features and exactly how Finster can improve your insight generation and deal-flow.

Do you offer a demo?

Yes, click ‘get a demo’ on this page, and we’ll get in touch to walk you through our Tasks, Screener, Deep Research features and exactly how Finster can improve your insight generation and deal-flow.

Do you offer a demo?

Yes, click ‘get a demo’ on this page, and we’ll get in touch to walk you through our Tasks, Screener, Deep Research features and exactly how Finster can improve your insight generation and deal-flow.

Do you offer a demo?

Yes, click ‘get a demo’ on this page, and we’ll get in touch to walk you through our Tasks, Screener, Deep Research features and exactly how Finster can improve your insight generation and deal-flow.

Do you offer a demo?

Yes, click ‘get a demo’ on this page, and we’ll get in touch to walk you through our Tasks, Screener, Deep Research features and exactly how Finster can improve your insight generation and deal-flow.

All rights reserved.

© 2025

All rights reserved.

© 2025

All rights reserved.

© 2025

All rights reserved.

© 2025

All rights reserved.

© 2025