Last updated 08-14-2026
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Avanzai
Avanzai builds AI workflows for financial research and analysis, letting funds chart market trends, screen instruments, and run risk models from public or private data. The open-source demo covers Russell 1000 equities, major indices, ETFs, commodities, currencies, and crypto with 20 free queries per month.
Generic chatbots can summarize headlines but struggle with production-grade factor models and cross-asset stress tests. Avanzai focuses on finance-specific workflows: macro regime analysis across thousands of assets, customizable screening criteria, and validated multi-factor risk decomposition. Enterprise teams connect Snowflake, Databricks, or custom pipelines through a Python SDK instead of pasting CSV exports into a chat window.
Quant researchers, fund analysts, and fintech data teams use Avanzai for macro analysis, instrument screening, and risk analytics. The free open-source tier handles public datasets; institutions book demos for private cloud deployments with their own reference and market data.
20 free queries per month on the open-source public data tier
Universe spans Russell 1000, major indices, ETFs, commodities, currencies, and crypto
Macro analysis charts relationships across thousands of assets for regime shifts
Customizable technical and fundamental screening to rank instruments
Stress testing and multi-factor risk modeling with automated feature selection
Enterprise Python SDK with Snowflake and Databricks integration
Download visualizations or raw data for decks, dashboards, and reports
Open-source tier with 20 monthly queries on broad public market datasets
Finance-specific workflows for macro analysis, screening, and factor risk models
Enterprise Snowflake and Databricks connectors via Python SDK
Free tier caps usage at 20 queries per month on public data only
Enterprise pricing and private deployments require booking a sales demo
Narrow focus on financial research teams, not general business analytics
What does Avanzai do?
Avanzai provides AI workflows for financial research and analysis. Avanzai helps funds chart market trends, screen instruments, and build risk models using public datasets or custom enterprise data pipelines.
Is Avanzai free to use?
Avanzai offers a free open-source tier with 20 queries per month on public internet data covering Russell 1000 equities, indices, ETFs, commodities, currencies, and crypto. Enterprise deployments use custom pricing.
What data does Avanzai cover?
Avanzai's public demo includes Russell 1000 equities, major indices, ETFs, commodities, currencies, and crypto. Enterprise customers can replace any dataset with their own reference or market data via Snowflake or Databricks.
Can Avanzai connect to Snowflake?
Yes. Avanzai's Enterprise tier supports Snowflake AI agents and Databricks integration so institutions connect private data pipelines to their agents through a Python SDK on private cloud.
What use cases does Avanzai support?
Avanzai supports macro analysis across asset classes, instrument screening and ranking with technical and fundamental criteria, and risk analytics with stress testing and multi-factor modeling.
How do I get started with Avanzai?
Avanzai's open-source demo is available on GitHub with no setup required for public data exploration. Institutions book a demo through Avanzai for custom data integrations and private cloud deployment.