Data extraction for finance and alternative data.
Litigation finance signals, competitive pricing intelligence, and alternative data extracted from financial, legal, and market sources — structured for investment and analytics workflows.
Industry challenges.
- Source diversity Financial alternative data spans court records, regulatory filings, competitive pricing portals, and niche market databases with no unified access layer.
- Timeliness and signal value Financial data loses value rapidly. Extraction pipelines must deliver current data, not last-week's snapshot.
- Anti-scraping sophistication Financial data providers invest heavily in anti-bot technology. Commodity scraping tools are detected and blocked within hours.
Our approach.
We build source-specific pipelines for financial data targets: court filing systems for litigation finance signals, pricing portals for competitive intelligence, and regulatory databases for compliance monitoring. Each pipeline is tuned for the source's anti-bot measures and optimized for the freshness your models require.
Delivery.
Structured financial data delivered to your data warehouse, S3, or API endpoint. Daily or intra-day cadence depending on signal requirements.
Alternative data pipeline for a private-markets platform.
An alternative-data platform for private markets needed structured data from multiple financial and legal sources to generate investment signals. We built and operate extraction pipelines that deliver normalized data on a daily cadence, handling source-specific authentication and anti-bot measures across all targets.
Tell us what you need to extract.
Describe the sources, schema, and cadence. We'll reply with a scoped quote within 48 hours.
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