Data Solutions
Custom data systems for high-stakes decisions
Built for plaintiffs’ law firms and hedge funds
Potent Pages designs and builds custom data acquisition and analysis systems for organizations that rely on external information to identify opportunities, surface risk, and act faster than competitors.
We specialize in projects where off-the-shelf tools fail: complex websites, high-volume data, changing sources, and workflows that must remain reliable over time.
Solutions Built for Outcomes
Not generic scraping
We don’t sell access to data or one-off scripts. We build production systems designed to run consistently as sources, layouts, and volumes change.
- Designed for evolving websites
- Error handling and monitoring built-in
- Documented and maintainable
Data that supports decisions
Our systems exist to support real business actions: filing cases, allocating capital, identifying risk, or spotting opportunity.
- Structured, usable outputs
- Repeatable and auditable workflows
- Ownership of both data and system
Solutions for Plaintiffs’ Law Firms
Plaintiffs’ firms compete on information speed and coverage. Manual research and junior-heavy workflows limit how many opportunities a firm can identify. We build systems that automate discovery and evidence collection at scale.
Case Opportunity Discovery
- Monitoring courts, regulators, and public records
- Extracting early signals and fact patterns
- Presenting candidates for attorney review
Evidence Collection Systems
- Web-based evidence capture
- Repeatable and documented workflows
- Source attribution and audit trails
Internal Research Tools
- Searchable dashboards
- Standardized data fields
- Exports for litigation teams
Solutions for Hedge Funds
Alternative data only creates an edge when it is collected reliably, cleaned consistently, and delivered in formats research teams can use. We build proprietary pipelines that funds fully own and control.
Alternative Data Acquisition
- Complex, multi-step crawling
- Dynamic and JavaScript-heavy sites
- Change detection over time
ETL & Normalization
- Cleaning and validation
- Historical backfills
- Consistent schemas
Data Delivery
- CSV / XLSX exports
- Databases or warehouses
- APIs for downstream models
What You Receive
- Custom web crawlers
- Automated monitoring pipelines
- Clean, structured datasets
- Internal dashboards and tools
- Documentation and handoff
- Ownership of code and data
- Optional long-term support
- Systems built to evolve
How We Work
1. Define the decision
We start with the legal or financial decision your data must support.
2. Design the system
We design a pipeline that fits your sources, scale, and constraints.
3. Build for reliability
Error handling, monitoring, and long-term stability are first-class concerns.
4. Validate outputs
We verify accuracy, completeness, and usability.
5. Support & evolve
We can maintain and extend systems as needs change.
Compliance & Trust
We design systems with legal and operational realities in mind. This is critical for evidence-driven litigation and regulated financial environments.
- Transparent and auditable workflows
- Respect for legal and ethical boundaries
- Clear ownership and documentation
Let’s Build a System That Holds Up
If your firm or fund depends on external data, we can help you design and build a solution that remains reliable as complexity grows.
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