FAQs

Needl.ai is a secure context engine for financial markets. It brings together the filings, transcripts, research, and internal systems your team relies on, and makes every one of them searchable, answerable, and cited, inside your own environment. Learn more about the platform and Trust and Security.

Needl.ai is retrieval-first and grounded in your own documents, so every answer is cited and traceable rather than generated from memory. It runs without a vector database and deploys privately. See how this works across our use cases.

Yes. Needl.ai deploys inside your own cloud or on-prem environment, and your data does not leave it. Read more on Trust and Security and in our Privacy Policy.

Common workflows include AI Due Diligence, Credit Rating Report Generation, Compliance Event Monitoring, Relationship Manager Copilot, Financial Modeling, and Portfolio Monitoring.

Needl.ai supports Private Equity and Private Credit, Asset Management, Banking and Capital Markets, Wealth Management, and Credit Rating Agencies.

Needl.ai is built for grounded, citation-backed answers, with published results such as 97%+ accuracy on financial document question answering. Explore real outcomes in our success stories.

Needl.ai connects to the systems your team already uses, including email, document stores, messaging, and CRM. See the full list on Integrations and Connectors.

The fastest way is to book a demo and see Needl.ai run on your own documents. You can also download our whitepaper.