What Corvic AI does

Corvic AI (legal entity Corvic, Inc.) is a privately held, Mountain View-based enterprise software company founded in 2023 that builds and sells the "Intelligence Composition Platform," a generative AI-native system for transforming raw enterprise multimodal data into production-grade AI applications. The platform is organized around three proprietary engines — CAPA™ (Context-Aware Processing & Augmentation) for agentic data transformation, MoS™ (Mixture of Spaces) for multimodal retrieval that natively unifies vector embeddings, knowledge graphs, and tabular structure, and ECoAA™ (Explainable Chain of Adaptive Actions) for adaptive agentic orchestration with full traceability. Corvic packages these engines into Data Composer, Data Agents, and Dashboard modules, plus pre-built Decision Intelligence Agent templates (Market Intelligence, Client Support, Root Cause Analysis, Due Diligence, Regulatory Compliance Support) that can be composed through an Agent-to-Agent (A2A) framework with MCP-native tool integration.

The company serves enterprise operations teams in manufacturing, life sciences, pharmaceuticals, financial services, public sector, and consumer electronics, with named customers including Merck Healthcare, Creative Labs, NTT DATA North America, Bosch, GlassDollar, and Ensense. Revenue is generated through quote-based Enterprise Plan subscriptions (multi-year contracts with custom Decision Intelligence Agent configurations and VPC deployment), Solutions Plan subscriptions for data teams, and a newly launched Individual Plan self-serve tier in public beta (May 2026). Distribution runs through direct enterprise field sales (led by CBO Matt Stone since April 2026), a self-serve PLG motion, and transactable listings on AWS Marketplace, Google Cloud Marketplace, and Microsoft Azure Marketplace, complemented by the Snowflake Startup Accelerator program and pending Snowflake Marketplace availability. The company is backed by Bosch Ventures and M Ventures (co-leads) alongside K2 Access Fund, Lam Capital, LDV Partners, and Foothill Ventures in a $12M round closed April 2025, and holds SOC 2 Type II, GDPR, and CCPA compliance certifications.

Name

Corvic AI

Legal name

Corvic, Inc.

Website

https://corvic.ai

Company type

Private

Founded year

2023

Operating status

Operating

Headcount range

11–50 employees

Short description

Corvic AI builds the Intelligence Composition Platform, a generative AI-native enterprise system that turns multimodal data — PDFs, tables, images, sensor logs, knowledge graphs — into production-grade AI applications without traditional ETL or vector databases. It sells quote-based enterprise subscriptions plus self-serve plans to manufacturers, pharma, life sciences, financial services, and public-sector buyers, distributed through AWS, Google Cloud, and Azure Marketplaces.

Ownership category

akta.pro rank

Product category

AI Data Infrastructure

NAICS

Software Publishers (5132)

SIC

Services-Prepackaged Software (7372)

akta.pro primary industry

End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)

akta.pro secondary industries

AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ), Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs) (HDAEANAH), Model Deployment, Serving & Inference Platforms (HDAAABAF)

Keywords

• Enterprise AI platform
• Multimodal data processing
• Agentic AI software
• Intelligence composition platform
• AI data infrastructure

Headquarters

HQ city

Mountain View

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Marketing or Sales, Infrastructure, Operations

Revenue model

1. Enterprise Plan subscriptions: Enterprise Plans available for organizations requiring dedicated support, VPC deployment, and custom Decision Intelligence Agent configurations. Quote-based pricing with Service Fees set forth in Order Forms.
2. Individual Plan subscriptions: Self-serve Individual Plan tiers launched in public beta (May 2026) at corvic.ai/pricing, targeting analysts, researchers, AI engineers, founders, and domain experts. Three tiers available in public beta.
3. Cloud Marketplace transactions: Platform available for procurement and deployment through AWS Marketplace, Google Cloud Marketplace, and Microsoft Azure Marketplace, with support for private offers and consolidated cloud spending.
4. Professional services & custom configurations: Custom Decision Intelligence Agent configurations and bespoke deployments with enterprise support, governed by Order Forms and Service Fees agreements.

Pricing tiers

Go-to-market motion1 record

Distribution channels6 records

Marketing channels7 records

Core offering

Corvic AI sells an Intelligence Composition Platform that ingests multimodal enterprise data (PDFs, tables, images, sensor logs, P&IDs, documents, CRM/ERP records) and composes it into AI-ready intelligence using three proprietary engines (CAPA, MoS, ECoAA), eliminating the need for traditional ETL pipelines, vector databases, and orchestration chains. The platform is delivered as multi-tier SaaS (Individual, Solutions, Enterprise) plus pre-built Decision Intelligence Agents, and is available on AWS, Google Cloud, and Microsoft Azure Marketplaces with deployment options spanning SaaS, VPC, and on-premises.

Product overview

Corvic AI is a single unified enterprise platform organized around its "Intelligence Composition Platform" (currently at version V3 in General Availability), built on three proprietary engines: CAPA™ (Context-Aware Processing & Augmentation) for agentic data transformation, MoS™ (Mixture of Spaces) for multimodal retrieval, and ECoAA™ (Explainable Chain of Adaptive Actions) for adaptive agentic orchestration. The platform exposes a coherent set of modules — Data Composer, Data Agents, and Dashboard — that share the same composition engine, data, retrieval fabric, and reasoning layer, and is organized around isolation primitives called Data Rooms containing Corvic Tables, Spaces, and Agents. On top of this base, Corvic offers a family of pre-built Decision Intelligence Agent templates (Market Intelligence, Client Support, Root Cause Analysis, Due Diligence, and Regulatory Compliance Support) deployable individually or coordinated through an Agent-to-Agent (A2A) framework that integrates with Gemini Enterprise workflows, Salesforce, and external agents on Google Cloud. Adjacent to the commercial platform, Corvic Labs publishes open-source developer tooling — including the Agentic MCP Evaluator — for testing and governing AI agents. Deployment tiers include Individual Plans (public beta), Solutions Plans, Enterprise Plans (with VPC deployment and custom configurations), plus marketplace listings on AWS Marketplace, Google Cloud Marketplace, and Microsoft Azure.

Differentiator

Problem solved

Functional benefit

Brands

• Corvic Labs: A dedicated initiative of Corvic Inc. focused on open-source tools, free agentic applications, and research-grade infrastructure for developers and AI researchers; intentionally distinct from Corvic AI's commercial enterprise platform. First release is the Agentic MCP Evaluator.

Products and services

• Corvic AI Intelligence Composition Platform (V3) The unified flagship enterprise platform from Corvic, Inc. — a generative AI-native system that composes and operationalizes intelligent workflows across multimodal data and processes, eliminating traditional ETL pipelines, vector databases, and orchestration chains. Sold via Individual, Solutions, and Enterprise subscription plans and available on AWS, Google Cloud, and Microsoft Azure Marketplaces, with on-premises and VPC deployment options.
• Decision Intelligence Agents A pre-built, production-ready family of AI agents covering Market Intelligence, Client Support, Root Cause Analysis, Due Diligence, and Regulatory Compliance Support, all built on the CAPA, MoS, and ECoAA engines. Sold as templates that can be deployed individually or coordinated through the Agent-to-Agent (A2A) framework, and listed as transactable offerings on Google Cloud Marketplace.
• Client Support Solution A pre-built vertical solution that automates client support tickets by turning FAQs, manuals, and logs into instant AI-powered responses, scaling from agent assist to full automation. Documented to deliver 50% cost reduction, 20x faster ticket resolution, and 90% ticket coverage in customer deployments such as Creative Labs.
• Corvic Labs — Agentic MCP Evaluator An open-source developer tool under Corvic Labs that connects to MCP endpoints to evaluate multi-step agent behavior, uses LLMs as judges, runs repeatable standardized evaluations, and generates structured evaluation reports including PDF summaries. Released on GitHub (github.com/corvicai/agenteval-labs) and intentionally distinct from Corvic AI's commercial enterprise platform.

Named customers9 records

Segments4 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration7 records

AI capability12 records

Feature8 records

Partnerships

Six partnerships are on record, tiered core and moderate.

• Amazon Web Services (AWS)coreTechnology or Integration · 5 May 2026Corvic AI's platform is available on AWS Marketplace as a transactable offering, allowing enterprise customers to procure and deploy within their existing AWS environments with fully isolated private deployment options.
• Google CloudcoreTechnology or Integration · 22 April 2026Strategic cloud partnership for distribution and product integration. Corvic Decision Intelligence Agents are listed on Google Cloud Marketplace (live April 22, 2026), with native integration into Gemini Enterprise workflows. Ritika Suri (Managing Director for Data and AI Partnerships at Google Cloud) provided a public testimonial. Dai Vu (Managing Director, Marketplace & ISV GTM Programs at Google Cloud) also endorsed the partnership.
• NVIDIAcoreTechnology or Integration · 2 February 2026Corvic AI joined the NVIDIA Inception program (February 2026), which supports AI startups advancing industries with technological innovations. Provides access to technical resources, ecosystem partnerships, and go-to-market support. The platform leverages NVIDIA GPUs within a massively distributed architecture.
• University of Virginia DART LabmoderateStrategic or Co-development Partner · 7 December 2025Research collaboration with the DART Lab at the University of Virginia. Co-authored paper 'Towards Small Language Models for Security Query Generation in SOC Workflows' exploring SLMs for natural-language-to-KQL translation, achieving up to 10x lower token cost than GPT-5.
• SnowflakecoreStrategic or Co-development Partner · 4 November 2025Corvic AI was selected for Snowflake's invitation-only Startup Accelerator Program (November 2025). Provides technical guidance, co-marketing opportunities, and engagement with Snowflake's global enterprise network and venture partners. Expected to lead to availability on the Snowflake Marketplace.
• Microsoft AzurecoreTechnology or Integration · 30 October 2025Corvic AI launched its Intelligence Composition Platform on Microsoft Azure Marketplace in October 2025, integrated with Azure's cloud infrastructure for enterprise AI orchestration. Timing coincides with Microsoft Ignite 2025.

Scale indicators9 records

Recent moves7 records

Expansion highlights7 records

Emerging players

• Haystack (deepset): Open-source RAG framework for building production AI applications over enterprise data. Competes in the agentic data engineering and multimodal retrieval space Corvic targets.
• Moveworks: Enterprise AI assistant/agent platform automating support and workflow tasks. Overlaps with Corvic's Client Support Agent and Decision Intelligence Agent templates in the enterprise support automation space.
• Aisera: Enterprise AI agent platform for customer service, IT, and operations. Competes directly with Corvic's Client Support and Root Cause Analysis Decision Intelligence Agent templates.

Direct peers

• Databricks: Unified data lakehouse + AI platform offering Mosaic AI for building production AI applications over enterprise data. Direct competitor in multimodal retrieval and AI agent deployment, with much larger scale and broader feature set.
• Snowflake: Data cloud platform with Cortex AI for building AI applications and agents over structured and unstructured enterprise data. Direct competitor in agentic AI over enterprise data; Corvic is preparing Snowflake Marketplace listing via the Startup Accelerator.
• Palantir Technologies: Enterprise AI/data operating system (AIP) that builds agents and decision-intelligence applications over operational data. Direct competitor in enterprise ontology-driven AI, with deep industrial/government penetration Corvic is targeting.
• C3.ai: Enterprise AI application platform serving manufacturing, financial services, and public sector with pre-built AI apps. Direct competitor in regulated-vertical AI deployments with similar reference-customer profile.
• Glean: Enterprise AI search and agent platform that connects to workplace data sources and powers AI assistants. Competes in multimodal enterprise retrieval and AI agents, with overlapping Data Agents use cases.
• Pinecone: Managed vector database used for RAG and semantic search over enterprise data. Competes with Corvic's MoS retrieval fabric by offering one component of Corvic's unified stack as a standalone solution.

Broad incumbents

• IBM watsonx: IBM's enterprise AI and data platform spanning foundation models, data fabric, and AI governance. Broad incumbent in enterprise AI with overlapping capabilities in regulated industries.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks5 records

Key highlights7 records

Customer concentration

• GitHubgithub.com/corvicai/agenteval-labs

Compliance4 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles4 records

Funding overview

Funding rounds1 record

Investors6 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Corvic AI