Production-ready packaging
Datasets are delivered in documented Parquet layouts with clear field definitions and storage-aware structure for immediate analytics use.
Review standards →
QuantLens Data
AI-ready alternative data for teams that care about provenance, structure, and signal quality
QuantLens curates public-domain and public-source datasets for biotech catalysts, federal contracts, patent intelligence, and multi-asset research. Every pack is delivered in production-ready Parquet with documented schemas, QA logs, and no consumer PII.
Biotech
Clinical-trial, FDA, and catalyst intelligence built for event research and sponsor mapping.
Contracts
Federal procurement and contractor signals for public-sector, defense, and vendor intelligence workflows.
Patents
Grant-level patent archives, citation metrics, oncology rollups, and IP intelligence joins.
ML-Ready
Documented Parquet delivery, stable schemas, QA logs, and operationally usable data layouts.
Trusted by
How To Access QuantLens Data
Start with the surface that matches your workflow. The experience should feel consistent even when the transaction path differs.
quantlens.net/data
Start with coverage and standards
Use the main site to understand coverage, browse flagship collections, and review the delivery and provenance posture behind each dataset family.
Review Qualityquantlens.net/store
Compare packs and tiers
Use the store view for catalog-style browsing, pack-level comparisons, and structured internal navigation across the current inventory.
Browse Storestore.quantlens.net
Use the marketplace if preferred
Marketplace buyers can go directly to the hosted vendor surface for external discovery, hosted product pages, and vendor verification context.
Open MarketplaceFlagship Collections
Institutional-grade public-domain and public-source datasets for quant research, AI pipelines, and procurement or IP intelligence.
Real Estate & Construction
ConstructAlpha
Construction-cycle intelligence across permits, labor, and supply with long-history macro coverage.
Healthcare
BioTrials Intelligence
Clinical-trial and catalyst intelligence with sponsor normalization, event labels, and FDA linkage.
Government & Defense
FedEventBench
Forward-looking contract event intelligence with market joins and labeled procurement signals.
Government & Defense
FedFlow Intelligence
Ticker-aware federal award intelligence with contractor mapping and red-flag enrichment.
Financial AI
NeuralFlow AlphaDeck
Pre-engineered multi-asset feature decks designed for signal research and ML pipelines.
IP Intelligence
PatentPulse Archive
Grant-level patent archive with citation metrics, rollups, and research-ready entity joins.
Delivery Standards
QuantLens data should read like infrastructure, not a black-box download.
Traceable sourcing posture
Coverage is built from public-domain and public-source material with an explicit compliance and provenance narrative.
See compliance →Flexible buying surface
Browse on QuantLens, compare in the store, or use the marketplace directly when your procurement workflow already lives there.
Visit marketplace →Start with the collection that fits your research workflow
Whether you need biotech event data, federal procurement signals, patent intelligence, or ML-ready market features, the goal is the same: usable data with clear provenance and operational delivery.