Product Features
PRODUCT FEATURES
Built for speed. Built for efficiency. Built for the real world.
We deliver proprietary, event-driven-architecture with high concurrency that enables customers to accelerate time-to-value and reduce the training and operations cost of AI models while maintaining data privacy and governance in their own environments.
01
Event Driven Ingestion
Use only what you need, when you need it.
With support for a massive range of multimodal data types, and advanced queue management, our platform ensures your environments use only the resources they need, when they need them, for a massive range of multimodal data types.
The platform automatically scales horizontally within configured limits, in milliseconds to make the best use of the most performant and most cost-effective resources available across environments, clouds and data center nodes.
02
Intelligent Compression
Smaller, faster, more consistent data for your models.
Our platform data pipelines feature compression-in-depth services that are built to be deeply fault tolerant, insanely efficient and results driven, with vectorized outputs saving 10-40% on data sizes for your models.
With hundreds of potential processing strategies available at any given time, our platform predicts, measures and then learns from every data type it processes; protecting against model performance degradation. When a compression strategy negatively impacts model performance, the system will automatically reprocess the data with a different compression strategy until performance is stabilized.
03
Active Governance
Set, enforce and monitor platform policies that protect your business.
Every piece of ingested data is tagged at ingestion and compared against governance polices that help you manage risk and ensure that data lineage is explainable, complies with any regulatory policies such as HIPPA compliance, GDPR removal requests or other data access or obfuscation needs.
Every decision about data masking, data removal activities, data routing, compression, platform or model optimization is recorded in a lightweight ledger service providing full explainability for the data pipelines and provides robust audit capabilities out of the box.
04
Optimized Performance
Better, faster, safer; courtesy of a paradigm shift in computing service architecture.
Our approach to continuous optimization allows the platform itself to learn from pipeline and processing performance, invent new optimization strategies, create and rollout A-B tests for those strategies, then code and implement those strategies completely autonomously or with guided reviews.
05
Security First
Defense in-depth, zero-trust, quantum-safe.
We designed CAI with the STRIDE security model at our core that ensures platform actions validate and comply with the authenticity, integrity, non-repudiability, confidentiality, availability and authorization principles that protect your most valuable assets.
With built-in threat modeling reports generated at deployment, driven by environment change events, or on request, we make it easy to stay situationally aware of the threat analyses of your environment and easily provide clear and concise security audit reporting.
The platform supports bringing your own encryption keys (BYOK) for managing data encryption in transit or at rest; or alternatively using the built-in quantum-safe encryption service.