Corvic AI is Now Open to the Public — Request Pioneer Access

There's a person this is for.

They're not a researcher. They're not a futurist.

They're the Business Analyst who knows exactly what answer the business needs — and spends three days pulling it together from systems that were never meant to talk to each other. The one who built the pivot table, ran the query, exported the CSV, merged it manually, formatted the deck, and sent it up the chain — only to be told the underlying data changed.

They're not the bottleneck because they're slow. They're the bottleneck because the infrastructure beneath them was never built for the questions they're asked to answer.

They're not behind on AI ambition. They're behind on AI delivery.

This launch is for them.

Corvic AI v3 is now open to the public.

Today we're launching Pioneer Access — and we're inviting the analysts, operators, engineers, and business leaders who are done waiting on delivery to join some of the most forward-looking companies across Industrial, Healthcare, Consumer, Technology, and Finance. The composition era starts now.

Before Corvic AI v3, building an agent on enterprise data meant picking a lane.

You could build a RAG system on PDFs. Or query a structured database. Or pull from a knowledge graph. But combining all three — plus live web context — into a single coherent reasoning layer required custom engineering for every combination.

Most teams gave up and picked one modality.

The analysts who needed answers kept waiting on engineering. The intelligence existed. The data existed. The people who needed it existed.

The layer between them didn't.

Corvic v3 changes this — in three moves.

2. Connect.

Bring your data as it actually exists. Dense PDFs. Tables buried in documents. Images. Logs. Sensor streams. Structured systems. And the web — not just files hosted on it, but the living, changing intelligence that exists across it.

Connect your sources to a Data Room — a secure, cloud-native vault that ingests everything natively, structures it automatically, and builds a unified logic layer. Connect once. Every agent in your workspace inherits access automatically.

No cleaning. No pre-translation. No custom parsers. No waiting on a data engineer to make it usable.

2. Compose.

Once your Data Room is connected, every subsequent step becomes prompt, click, and run.

This is what we call the Magic Moment.

You describe what you want to build. Corvic determines how to get there. One agent reasons simultaneously across a Snowflake table, a PDF contract, an email thread, and a live web signal — in a single query. In minutes — not months — you have a complete, working intelligence pipeline.

No engineers stitching systems together. No picking one data type and hoping it's enough. No answer that's already stale by the time it lands.

3. Deploy.

This is the part that changes everything for analysts — not just engineers.

Once composed, your agent ships. To your team. To your clients. To anyone who needs the intelligence — in natural language, through any interface they already use.

Expose any Corvic agent as an endpoint and plug it directly into Slack, your CRM, or any front-end via a single URL and token. Your operations team gets answers in the tools they already work in. Your clients get a production-grade intelligence layer without knowing what's running underneath.

For data engineers who want to go deeper — connect proprietary APIs, custom scripts, and external platforms directly through MCP. Extend what's already working. Don't rebuild it.

Your analysts shouldn't wait three days for answers that should take three minutes. Your operations team shouldn't need a query language to interrogate enterprise data. Your clients shouldn't need an engineer to run a report.

Corvic v3 makes anyone a composer. And every composer can deploy.

Getting Started Has Never Been Easier.

You don't have to build from zero.

Corvic v3 ships with a Decision Intelligence Agent Marketplace — prebuilt agent templates for Client Support, Customer 360, Market Intelligence, Root Cause Analysis, and Regulatory Compliance to name a few. As a Business Analyst, you can point any of these directly at your data and be running a production agent today. No custom engineering. No waiting on a sprint cycle. No ticket to the data team.

Pick the agent closest to your use case. Point it at your data. Run it.

Every agent is available through the Google AI Agent Marketplace and major Cloud SaaS platforms — activate directly from the tools your team already uses. And as you build, every successful session can be promoted to a Skill — a reusable unit of logic any agent or teammate in your workspace can apply immediately. The first answer you get compounds into every answer that follows.

The hardest part of enterprise AI has always been getting started. Corvic v3 removes that excuse.

Every reasoning step is fully explainable.

Every output is visible, traceable, and auditable — across every data type, every modality, every agent. For high-assurance environments — regulated industries, safety-critical decisions, financially material outputs — "mostly right" is the same as wrong.

Corvic was built for that standard. SOC 2 Type II certified. Full traceability. 100% explainability. Not a feature. The foundation.

Connect. Compose. Deploy.

Pioneer Access is open now.

Visit corvic.ai to get started — or reach out directly. The pioneers already composing aren't waiting.

Stop plumbing. Start composing.

What's in v3 — a closer look at what Pioneer Access unlocks:

• Decision Intelligence Agent Marketplace Prebuilt agent templates for Client Support, Customer 360, Market Intelligence, Root Cause Analysis, Due Diligence, and Regulatory Compliance — ready to deploy against your data today. Available through the Google AI Agent Marketplace and major Cloud SaaS platforms — so your team can find, activate, and run Corvic agents directly from the tools you already use.
• AI-Powered Web Crawling & Augmentation One of the most powerful capabilities in v3 — and one most platforms can't touch. Corvic doesn't just connect to files hosted on the web. It actively crawls and ingests public content at scale, augments your internal data in real time, and makes live online search a native part of any agent's reasoning context. Enrich a customer record with LinkedIn signals. Layer public market data onto internal financials. Pull real-time sentiment from public sources into internal support workflows. Your private data gets smarter by connecting to the world around it — with no custom integration work.
• MCP Connectivity — Connect Your Tool Ecosystem v3 connects natively to the external tools your team already relies on — through the MCP standard. Think of it as plugging the tools you already use directly into Corvic's reasoning layer: native Snowflake execution inside your warehouse, proprietary APIs, custom scripts, external SaaS platforms. Corvic agents call your tools. They don't replace them, and they don't try to orchestrate your entire ecosystem — they augment it where it matters.
• LLM-Agnostic. Platform-Flexible. Built for Your Reality. Corvic doesn't lock you into a model, a cloud, or a data stack. Bring your own LLM. Bring your own data. Bring your own tools. Define your own permissions. v3 is built for the enterprise reality: heterogeneous infrastructure, evolving model preferences, and strict data governance requirements. The IC Platform composes around what you have — not what we sell you.
• Data Rooms Secure, cloud-native vaults connecting your Snowflake data warehouse, lakehouses, blob storage, and web sources. Connect once — every agent in your workspace inherits access automatically. All data encrypted at rest and in transit, with SSO and MFA built in.
• Corvic Agent Endpoints / MCP Every agent can be exposed as an MCP endpoint and plugged into Slack, your CRM, or any front-end via a single URL and token. The intelligence meets your team where they work. No new interface to learn.
• Knowledge Graph Building Drag-and-drop tools to define business ontologies and link disparate data silos without manual joining. The relationships that matter to your business get preserved through every retrieval — not flattened or lost.
• Multimodal Knowledge Extraction Contextual parsing that separates text, images, tables, and relationships from unstructured PDFs, emails, and documents — automatically. Dense regulatory filings, technical manuals, scanned invoices — all ingested natively, all understood completely.
• Agent-to-Agent (A2A) Framework Specify an outcome. The A2A framework automatically selects, sequences, and executes the necessary agents, tools, and data operations to achieve it. Convert a successful session into a permanent scheduled pipeline with no additional configuration. Self-healing data management monitors sources and automatically adjusts when schemas or formats change.
• Skills Any successful reasoning thread promoted to a reusable Skill. Any agent or teammate in your workspace can apply it immediately. The intelligence compounds. The queue shrinks. The value multiplies.

What's coming next.

The v3 release is the foundation. Here's what we're building toward — and why analysts should be paying attention.

• Chat-Enabled App Builder on Canvas Go even faster with Agent Mode. Build full data applications on top of your Corvic workspace through a conversational interface — no frontend engineering required. Describe what you need. The platform builds it. The analyst becomes the builder. The builder ships to production.
• Agent Sharing & Collaboration The agent an analyst builds today becomes a resource every analyst on the team can use tomorrow. Share agents across teams and workspaces. Collaboration at the reasoning layer — not just the document layer.
• Agentic Transform AI-native generation of persistent, enriched data. Knowledge graph extraction that runs automatically. Form and table extraction that never breaks when the source format changes. AI-powered fuzzy joins that connect records no schema ever could. The analysts who spent careers cleaning data will feel this one land differently.

The pipeline problem is over. The composition era has started.

Pioneer Access is open now at corvic.ai.