AI Licensing & Model Training Access
CSIMarket provides enterprise-grade AI-ready structured financial datasets for LLM training, retrieval-augmented generation (RAG), embeddings, vector databases, financial reasoning models, graph intelligence, and machine learning pipelines.
Comprehensive AI-Ready Financial Data
Our datasets are normalized, long-form, time-series structured sources covering more than 20 years of company fundamentals, industry aggregates, supply-chain relationships, customer-supplier networks, segment breakdowns, geography exposures, market share, and macroeconomic indicators. Data is available in CSV, JSON, and Parquet formats, suitable for ingestion into modern AI architectures.
- 20+ years of standardized fundamentals across income statements, balance sheets, and cash flow
- Industry and sector aggregates with YoY, QoQ, and TTM calculations
- Business segment and divisional performance for every major U.S. issuer
- Supply-chain linkages & market share intelligence
- Economic indicator mapping (NAICS aligned)
- Corporate guidance, revisions, and earnings trends
- Customer & supplier performance tracking
- LLM-friendly structure: long-form tables, thin/wide formats, embeddings-ready
AI License Types
1. Model Training License (LLM / ML)
Allows internal training of machine learning or large language models using CSIMarket datasets. Includes use for embeddings, classifiers, RAG systems, supervised learning, and financial reasoning development.
2. Derivative Model License
Permits creation of models whose weights contain learned representations derived from our datasets. Redistribution of raw data is prohibited; redistribution of derivative models follows negotiated terms.
3. RAG / Vector Index License
For organizations building vector-search systems or using CSIMarket data as a retrieval corpus. Allows embeddings, chunking, indexing, and internal RAG workloads.
4. Enterprise Unlimited License
Unlimited internal usage across departments, data science teams, and AI product groups. Optional multi-year discounts available.
Available Formats
- CSV (long form and wide form)
- Parquet (optimized for ML pipelines)
- JSON & NDJSON
- SFTP / API streaming for automated workloads
- High-frequency refresh options
Pricing (Starting Ranges)
Exact pricing depends on coverage, formats, refresh frequency, and license type.
- Model Training License: $25,000–$75,000 / year
- Derivative Model License: $40,000–$120,000 / year
- RAG / Vector Index License: $15,000–$45,000 / year
- Enterprise Unlimited: $75,000–$250,000+ / year
Contact for Licensing
For dataset samples, technical documentation, or a tailored licensing proposal, contact our enterprise data team:
Email:
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CSIMarket Terms of Use