# Arctal

> AI agents that extract, structure, and analyse financial data from unstructured documents at institutional scale.

Arctal builds AI agents for institutional financial data work. Agents read fund reports, regulatory filings, and investor letters — turning 100,000+ unstructured PDFs into clean, queryable datasets used by asset managers, allocators, and data firms. Based in London.

## Pages

- [Home](/): Company overview, capabilities, and product domains.
- [Hiring](/hiring): Open roles for super-IC, AI-native builders in London.
- [Tools](/tools): Free calculators and analysis tools for sustainability and AI impact.
- [Blog](/blog): Research, analysis, and dispatches from the Arctal team.
- [Manifesto](/manifesto): Operating philosophy and thesis on AI agents in financial workflows.
- [Agent Ops Guide](/agent-ops-guide): Practical framework for integrating AI agents into business workflows.

## Transmissions

- [Partnership Announcement](/transmissions/partnership-announcement): Announcement of a new Arctal partnership.

## Open Roles

- [Data Infrastructure Engineer](/hiring/data-infrastructure-engineer): Own ingestion, cleanup, storage, transformation, and distribution.
- [Data Scientist, AI Agents](/hiring/data-scientist): Data-obsessed super-IC managing a fleet of AI agents.

## Optional

- [Founding Operator (past role)](/hiring/founding-operator): Filled commercial engine role.
- [Data Scientist Intern (past role)](/hiring/data-scientist-intern): Filled internship role.