What is Corvic
Corvic is the world’s first Intelligence Composition Platform — a generative AI-native enterprise system that lets organizations compose and operationalize intelligent workflows across all their data and processes. Instead of forcing teams to build and maintain brittle pipelines and hand-coded integrations, Corvic lets domain experts declaratively assemble operational intelligence that powers mission-critical applications with explainability, scalability, and operational rigor. Corvic works natively across structured and unstructured enterprise data — from documents, tables, and graphs to images and logs — and unifies them into adaptive, agentic workflows that automate complex decision processes, insight generation, and operational operations at scale. Its adaptive orchestration intelligently plans and executes multi-step reasoning and actions, turning domain expertise into robust, production-ready intelligence without deep engineering overhead. As an end-to-end solution, Corvic simplifies how teams ingest, transform, and operationalize data into explainable, enterprise-grade intelligence — enabling faster deployment of AI-powered agents and workflows that drive real business outcomes. This robust approach enables sophisticated applications in both Generative AI (information retrieval) and Predictive AI (feature engineering) domains, surpassing the capabilities of traditional LLM-based methods used in semantic search.Core Principles
Improved Productivity
Corvic streamlines data transformation and embedding generation at scale, eliminating the need for you to develop a production-ready embedding generation pipeline solution. With Corvic, you can start your first data insight spaces in just minutes or hours, and build production-ready embedding pipelines in a matter of days.Explainable Quality
Corvic leverages state-of-art data transformation as well as dedicated GenAI and GraphAI algorithms to produce high-quality signals from data. Users can benefit from realtime metrics, visualization dashboards, and continuous monitoring to obtain transparent insights into model predictions and ensure about the effectiveness of their embeddings at any time.Performance & Efficiency
Corvic relies on distributed high-performance computation and optimized proprietary implementations of its embedding algorithms that are 10x-100x faster than alternative implementations including open-source software. Corvic’s embedding algorithms do not necessarily depend on exotic hardware and excessive GPU usage.Security & Privacy
Corvic offers data protection through best practices of secure development and state-of-the-art cryptography. Corvic leverages top-tier privacy measures and compliance standards to ensure the privacy of its customers.The Architecture
The Corvic Platform supports the ingestion of multi-structured data. It generates and manages multi-space embeddings, and stores these embeddings. They can then be accessed via vector search and retrieval APIs. The platform also supports agent creation and configuration that leverage the multi-space embedding to generate dynamic policies providing deeper insight from the ingested data.Architecture Details
Learn more about the platform architecture.
Platform Components
Organization
Organization in Corvic Platform refers to the overall structure that manages users, roles, and data rooms. Each organization’s data is isolated from others and received dedicated workload execution. As an admin, you can have full access to the data rooms and its functionalities.Data Room
Data Room is an exclusive workspace where you can upload and manage your ingestion pipelines, generate Corvic Tables, run spaces and create agents. Each data room is isolated, meaning the data, Corvic Tables, spaces and agents in one room are not accessible from another.Learn about Rooms
Detailed guide on data rooms.
Ingestion Pipeline
An “Ingestion pipeline” collects and transforms raw data that you upload to a data room for further processing. This raw data can be in the form of text documents, tables, or databases. It’s important to ensure the data is clean and well-structured to maximize the effectiveness of the platform’s transformation and embedding tools.Corvic Table
A Corvic Table is a distributed processing construct that defines what entity, object, or operational unit you want to work with across your data. Rather than being tied to a single data source or format, a Corvic Table composes multiple contributing inputs—structured, unstructured, or multimodal—into a unified, addressable representation. Corvic Tables serve as the backbone for distributed data processing and transformation. They let you declaratively specify how complex data should be joined, enriched, normalized, and evolved at scale—without hard-coding brittle pipelines. Each table becomes a logical unit for computation, enabling scalable transformations, feature generation, operational analytics, and downstream AI workflows. By abstracting what the entity is from how the data is physically stored or processed, Corvic Tables allow teams to build reusable, composable intelligence that runs efficiently across distributed data infrastructure.Learn about Corvic Tables
Detailed guide on Corvic Tables.
Space
A “Space” refers to the process of transforming your defined Corvic Tables into embeddings. Here, you specify the “how” - the method of embedding. This involves selecting an algorithm, setting parameters, and initiating the space. Once the space is complete, your embeddings are ready for analysis and export.Learn about Spaces
Detailed guide on spaces.
Agent
An “Agent” refers to a natural language processing entity that utilizes an LLM-powered orchestration mechanism to execute multi-space traversal workflows tailored to user’s inquiries. Each agent is configured with a set of input spaces (along with specific instructions for using those spaces) and parameters for the completion LLM.Learn about Agents
Detailed guide on agents.