Structure the
Unseen.
Daily ingest is 10GB. The historical store is measured in petabytes. Satellite imagery and shipping can sit with the tape.
Beyond Price & Volume
Daily ingest is 10GB, from the markets the book covers. The historical store is measured in petabytes.
Geospatial Intelligence
Satellite imagery can sit with the tape. Vision models propose what is in an image. A researcher accepts the series before it becomes a feature.
- • Synthetic Aperture Radar (SAR)
- • Computer Vision (YOLO/ResNet)
- • Multi-spectral Analysis
Natural Language Understanding
Filings, transcripts, and news can be read with the tape.
We use language models to turn filings, earnings calls, and news into structured notes: entities, tone shifts, and open questions. A researcher owns the conclusion. The model does not place a trade.
- • Transformer Architectures
- • Entity Recognition
Knowledge Graph
Everything is connected. We map the complex web of relationships between companies, suppliers, executives, and subsidiaries to understand second and third-order risks.
- • Graph Neural Networks
- • Neo4j / NetworkX
- • Supply Chain Mapping
Shipping.
Shipping can sit with the tape.
From the Tape to a Series.
Ingest
Daily ingest is 10GB. The historical store is measured in petabytes.
Resolve
Mapping distinct identifiers (e.g., "AAPL", "Apple Inc.", "Apple Computers") to a single canonical entity ID (OpenFIGI).
Enrich
Weather and shipping can sit with the tape. A researcher accepts a series before it becomes a feature.
Signal
Delivering a clean, point-in-time adjusted time series to Quant Research for backtesting.
Voices from the Team
"The scale of text we process is insane. We aren't just doing keyword counting. We are training custom transformers to understand the nuance of 'cautiously optimistic' in a central bank press conference."
"At a tech firm, bad data means a bug report. Here, bad data means a bad trade. The standard for data integrity is absolute. It forces you to write incredibly robust pipelines."
"Satellite imagery and shipping can sit with the tape. A researcher accepts the series before it becomes a feature."
See What Others Miss.
We are looking for data scientists, engineers, and strategists who can find the signal in the noise.