Reality Check: Why Most Market Data Fails AI Workloads
AI-Ready isn’t an option. Large language learning models and AI powered systems don’t fail because of models. They fail because the data wasn’t designed for AI use in the first place.
Legacy market data providers were built for terminals and human workflows, not automated agents, large-scale training, or enterprise governance.
The result?
Unclear licensing guidelines for AI training
No visibility into usage across APIs and agents
Manual entitlement enforcement
Legal and compliance risk at scale
Calling something AI-ready doesn’t make it true.
QUODD’s Approach
Market Data Designed for AI from Day One
QUODD was built for modern data consumption, where AI systems, automated workflows, and enterprise platforms need clarity, control, and scale.
With QUODD, you get:
Licensed data explicitly designed for AI training and analysis
Entitlement-aware delivery across APIs, platforms, and agents
AI Adapters that eliminate custom file builds, transforming data into the format your application expects
Auditability and governance built into the data layer
This isn’t retrofitted compliance. It's an adaptable infrastructure.
Meet QUASAR: The Market Data Engine Built for AI
QUASAR is a unified platform powering all of QUODD’s delivery channels. Designed to eliminate the friction between raw market data and AI-ready inputs.
Instead of custom pipelines, manual transformations, and brittle integrations, QUASAR delivers normalized, governed data in real time—ready for AI systems, humans, and applications to consume safely and at scale.
Bullet Highlights
AI adapters instead of custom engineering
Real-time normalization and entitlement enforcement
Built for institutional throughput and auditability
Trusted by Institutions Building the Next Generation of Finance
Used by fintech platforms, asset managers, and data-driven enterprises
Designed to meet regulatory, licensing, and enterprise requirements
Built to scale from experimentation to production AI
Curated quality so that all of your systems consume the same, high quality data
