aiera mcp lift

The Aiera Lift: Measuring the Value of Financial Data Across Foundation Models

Large language models are increasingly becoming the reasoning layer for financial research. But even the strongest models face a fundamental limitation: they can only answer from what it already knows or can retrieve. That creates a serious…
aiera leaderboard feature

Introducing the Aiera Leaderboard: A Research-Centric Benchmark for Financial LLMs

General-purpose AI leaderboards can tell us a great deal about a model’s reasoning, language, and broad knowledge capabilities. What they do not tell us is how effectively that model can answer real, institutional-grade financial research…
aiera claude demo

Watch Claude and Aiera Bring Real-Time Intelligence to Investment Workflows

In this short demo, Anthropic’s Claude showcases its powerful new integration with Aiera, bringing conversational AI directly into hedge fund, private equity, and investment banking workflows. Watch how analysts can move from market signal…
deepseek signal from noise

DeepSeek’s R1 Release: Separating Signal from Noise

An Industry in Transition... [Written by Jacqueline Garrahan, Director of Machine Learning at Aiera | February 4, 2025] The recent release of DeepSeek's R1 model has sparked considerable discussion in both Silicon Valley and Wall Street. Perceived…
aiera year end language model benchmarking review 2024

Aiera Year End Language Model Benchmarking Review 2024

This week, Google released their Gemini 2.0 Flash Experimental model ahead of the 2.0 official release. It represents for us another opportunity to understand how the language model landscape is evolving, with this one in particular offering…
aiera launches finance focused llm leaderboard

Aiera Launches Finance-Focused LLM Leaderboard

we plan to expand this benchmark
aiera lessons in benchmarking aieras earnings call summaries

Lessons in Benchmarking: Aiera’s Earnings Call Summaries

Evaluating large language models (LLMs) on generative tasks can be complicated... ‍ As an example, different phrases can have equivalent meaning: The cat jumped onto the windowsill. The feline leaped onto the window ledge. And…
aiera cto letter bryan healey aiera july 18 2024-

CTO Letter from Bryan Healey, Co-Founder of Aiera – July 18, 2024

July 18, 2024 | Bryan Healey, Co-Founder and CTO of Aiera ‍ As we head into this upcoming earnings season, I wanted to let you know what we have been working on at Aiera, including some key improvements for the busy days ahead: 1. LLM Benchmarking:…
aiera lessons benchmarking finqa

Lessons in Benchmarking: FinQA

At Aiera, we build insights against transcripts and documents using LLMs... ‍ To-date, we’ve combatted errors and hallucinations through human-in-the-loop validation and benchmarking. As we expand into new applications, our requirements…
aiera evaluating gpt 4o on financial tasks

Evaluating GPT-4o on Financial Tasks

Evaluating GPT-4o on Financial Tasks ‍ On May 13, OpenAI announced its new flagship model, GPT-4o, capable of reasoning over visual, audio, and text input in real time. The model has clear benefits in response time and multimodality, offering…