We put governed agents inside your infrastructure.

Varys is an enterprise agentic platform that deploys inside your private cloud. You connect your data sources (databases, warehouses, spreadsheets) and define the workflows you want automated. Varys agents reason and plan steps based on the goals, and execute tasks autonomously or with human-in-loop, and deliver intended outcomes. Every agent is grounded in your shared business context, so they understand your metrics, your terminology, and your rules; not generic assumptions.

Never. Varys deploys as a closed-loop platform on your AWS, GCP, or Azure VPC. All data processing, including LLM calls if you use a self-hosted model or private API gateway, happens within your network perimeter. Your databases, warehouse, and files as accessed by the agents securely when needed. Access is governed and fully configurable. This is the fundamental architectural difference between Varys and SaaS analytics tools.

Varys connects to PostgreSQL, MySQL, Microsoft SQL Server, Snowflake, BigQuery, Redshift, Databricks, and any database with a SQL interface. It also ingests PDFs, PPTX, DOCX, CSV and Excel files directly. Enterprise connectors for Salesforce, HubSpot, NetSuite, Workday and common enterprise systems are available. If your system has a SQL interface or API, Varys can connect to it.

No. That's the point. Your business teams ask questions or assign agent tasks in plain English: "Show me pipeline by rep this quarter vs last quarter" or "Study competitors' prices everyday, flag patterns and email them to me every morning". Varys agents write the code, execute it, and return the required outcome or information. The agents handle the technical complexity. Your team focuses on decisions, not query syntax.

Traditional BI tools give you static dashboards and canned reports that someone thought of months ago. Your team has to build and maintain them manually. Varys gives you autonomous agents that answer questions as they come up, monitor your KPIs around the clock, and deliver insights to the tools your team already uses (MS Teams, Slack, email, etc.) without anyone logging into a dashboard. It's the difference between building a report library and having an analyst on call 24/7.

Governed agents operate with human oversight, not as black boxes. Every agent action is logged in an immutable audit trail. Role-based access controls ensure team members only see authorized data. Human-in-the-loop gates let you require approval before agents send external communications or modify critical data. Governance means you always know what your agents did, why they did it, and who approved it.

Yes. Varys agents can deliver insights to Slack channels, email inboxes, Microsoft Teams, and webhook endpoints. You can schedule reports: "Every Monday at 8am, send the pipeline summary to RevOps", or trigger alerts based on thresholds: "If churn rate exceeds 3%, alert the CS team on Slack". Agents can also generate formatted PDF reports and executive summaries delivered on your timeline.

Varys architecture is aligned to SOC 2 Type II and GDPS norms, and supports HIPAA compliance with BAA execution for healthcare deployments. The platform includes SSO (SAML/OIDC), role-based access control, encryption at rest and in transit, and comprehensive audit logging. Because Varys deploys inside your private cloud, your security team retains full control over network policies, encryption keys, and access management — unlike public LLM tools, nothing is outsourced to a shared SaaS environment.

Once access permissions are sorted, initial deployment takes under a week. Connecting your first data source and defining your first workflow typically takes less than a day. Most teams have their first automated workflow running in production within the first week. Compare that to the 6-12 months it takes to build or deploy any other AI solution or agentic harness

Absolutely. We offer a guided POCs where we'll deploy Varys inside your private cloud, connect to one of your data sources, and build a working automated workflow — all within two weeks. This isn't a sandboxed demo with fake data; it's your actual data, your actual infrastructure, solving a real workflow your team runs today. Book a demo to start the conversation.