Resources
Insights, reports, and resources for modern investment research
The Aiera Lift: Measuring the Value of a Financial Data MCP Server Across Foundation Models
Frontier AI models are increasingly used for financial research, but they remain limited by what they learned during training and what they can find on the open web. This study measures what happens when leading foundation models are connected to Aiera’s permissioned financial data through a Model Context Protocol server.
The Aiera Leaderboard: A Research-Centric Benchmark for Financial LLMs
Traditional AI leaderboards measure general capability. The Aiera Leaderboard measures what matters for financial research: a model’s ability to answer analyst-grade questions using professional research, transcripts, and filings. Discover why research performance is a distinct and more meaningful benchmark for financial LLMs.
Discover How Aiera Delivers Higher-Quality Transcripts
Accuracy and speed matter more than ever in financial research. Analysts rely on transcripts to capture every detail, but not all transcripts are created equal. This benchmark report shows how Aiera’s Human Reviewed Transcripts outperform leading providers across accuracy, structure, and turnaround time.