← All professions
Banking AI snapshot
Updated 11 November 2026
Investment banking research, market data, lending, credit and financial crime

Top 10 AI Tools for Bankers

The AI tools used across banking, from analysts building pitch books to teams handling lending, credit decisions and financial crime. Each entry links to the maker's site.

An editorial selection, not a ranking from independent testing. These are business products for regulated firms, and the right choice depends on your systems and your regulator's requirements. This page is information only and is not financial advice.

1
Visit Rogo ↗
What it does
An AI platform built for financial institutions that helps bankers research companies, analyse documents and prepare materials.
Why it matters
Designed specifically for investment banking work, and adopted by several large banks and advisory firms.
2
Visit Hebbia ↗
What it does
An AI platform for finance that analyses large sets of documents and financial data and lays the answers out in a grid.
Why it matters
Popular with bankers and investors for due diligence, where hundreds of documents must be read and compared.
3
Visit AlphaSense ↗
What it does
AI search and market intelligence across company filings, broker research, earnings calls and expert interviews.
Why it matters
A fast way to find what has been said about a company or sector, with add-ins that build slides and models.
4
Visit Bloomberg ↗
What it does
The standard market data, news and analytics service for finance, now with AI summaries and search.
Why it matters
Already on most banking desks, so its AI features reach users without a new system to learn.
5
Visit FactSet ↗
What it does
Financial data and analytics for investment research, portfolio management and risk, with AI-powered insights.
Why it matters
A widely used alternative to Bloomberg for analysts and bankers who work mainly in models and presentations.
6
Visit S&P Global ↗
What it does
A market intelligence platform covering public and private companies, with AI-powered search and insights.
Why it matters
Strong on private company and deal data, which matters for mergers, acquisitions and lending.
7
Visit nCino ↗
What it does
A cloud banking platform for lending and account opening, with AI agents, credit monitoring and automated financial spreading.
Why it matters
Used by commercial and retail banks to speed up loan decisions and cut manual work.
8
Visit Zest AI ↗
What it does
AI for credit underwriting, fraud detection and lending strategy.
Why it matters
Helps lenders approve more good borrowers with models designed to be explained to regulators.
9
Visit Feedzai ↗
What it does
An AI platform that detects and stops fraud and money laundering across banking and payment channels.
Why it matters
Fraud is rising with instant payments and AI-made scams, and this is one of the leading specialist defences.
10
Visit NICE ↗
What it does
AI-driven software for anti-money laundering, fraud prevention and regulatory compliance.
Why it matters
Long established in financial crime compliance and used by many of the world's largest banks.