The New Economics of Conviction
A framework for investment intelligence in the agentic era. A Needl.ai and AWS whitepaper.
Whitepapers
Needl.ai whitepapers are long-form papers on AI in financial markets, sent to your work email.
AskNeedl on OfficeQA Pro
How AskNeedl performs on the OfficeQA Pro benchmark for enterprise document question answering.
Whitepaper
Cost-Aware Document Intelligence on AWS
How Needl.ai routes financial documents to the cheapest sufficient extraction backend, retrieves without a vector database, and reasons agentically on AWS. A Needl.ai and AWS whitepaper.
Whitepaper · Coming soon
Benchmarking PDF Extraction Tools
Evaluation criteria, scoring functions, and comparative results from benchmarking 42 extraction libraries and vision-language models for financial-document quality.
Whitepaper · Coming soon
Frequently asked questions
What are Needl.ai whitepapers?
Long-form papers from Needl.ai on AI in financial markets, sent to your work email.
What is the latest whitepaper?
The New Economics of Conviction, written with AWS, on adopting agentic AI across diligence and portfolio operations in private markets.
Where else can I read Needl.ai’s research?
The technical notes carry benchmark results and engineering detail, and the Needl.ai blog covers AI across credit, wealth management and trading.
See Needl.ai run on your own documents
The fastest way to get started is a demo on the documents your team works with.
Whitepaper
Whitepaper
Thank you.
Whitepapers
Needl.ai whitepapers are long-form papers on AI in financial markets, sent to your work email.
The New Economics of Conviction
A framework for investment intelligence in the agentic era. A Needl.ai and AWS whitepaper.
Whitepaper
AskNeedl on OfficeQA Pro
How AskNeedl performs on the OfficeQA Pro benchmark for enterprise document question answering.
Whitepaper
Cost-Aware Document Intelligence on AWS
How Needl.ai routes financial documents to the cheapest sufficient extraction backend, retrieves without a vector database, and reasons agentically on AWS. A Needl.ai and AWS whitepaper.
Whitepaper · Coming soon
Benchmarking PDF Extraction Tools
Evaluation criteria, scoring functions, and comparative results from benchmarking 42 extraction libraries and vision-language models for financial-document quality.
Whitepaper · Coming soon
Frequently asked questions
What are Needl.ai whitepapers?
Long-form papers from Needl.ai on AI in financial markets, sent to your work email.
What is the latest whitepaper?
The New Economics of Conviction, written with AWS, on adopting agentic AI across diligence and portfolio operations in private markets.
Where else can I read Needl.ai’s research?
The technical notes carry benchmark results and engineering detail, and the Needl.ai blog covers AI across credit, wealth management and trading.
See Needl.ai run on your own documents
The fastest way to get started is a demo on the documents your team works with.
Whitepaper
Whitepaper
Thank you.