Read the research.

Systematic research, technical blueprints, and news at the intersection of front-office investment workflows and AI systems engineering. Explore our perspectives on narrative factor modeling, multi-agent orchestration, and production-grade infrastructure.

Partnerships & Ecosystem

Where the Thesis Meets the Market: Bringing ICE into Sonαr

ICE reference data, evaluated pricing, analytics, and fixed income indices give Sonαr the institutional market data to test research against true market outcomes.

Sep 29, 2026 Read more →

Latest insights

Perspectives from our team.

All Investment & Workflow AI Tech Stack & Innovation Partnerships & Ecosystem Perspectives from the Field
Investment & Workflow

The Research Tax: What Lost Research Costs Hedge Funds

It's 2:47 PM when the downgrade hits.

Dec 11, 2025
Investment & Workflow

The AI Alpha Paradox: Why Top Funds Amplify Their Analysts

Two headlines from the same week tell seemingly opposite stories about artificial intelligence in finance.

Oct 24, 2025
Investment & Workflow

Separating Skill from Luck in Analyst Research

In active management, there's a familiar dilemma. When a top-rated analyst issues a "Strong Buy" and the stock falls while the market rallies, what happened? Was it a bad call, or just bad luck?

Sep 11, 2025

Get started

From a working session to a
production-grade proof.

Ninety minutes with your research leads and PMs to define the use cases, the corpus in scope, and what success has to look like in numbers.

Request a demoSee how it works
Built for
Global asset managers and hedge funds
Deployment
Single-tenant, in your cloud boundary
Models
Frontier by default, private by choice
Compliance
SOC 2 Type II · GDPR · ISO 27001 (in progress)