# RUUT Labs

> RUUT Labs is a deep-tech company building sovereign agentic AI — the RUUT BRAIN orchestration layer, on-prem EDGEBOX compute, and verified AI agents — for industries that cannot afford to get AI wrong.

Intelligence, engineered differently. Founded by Ajeet Kumar Shukla. RUUT Labs is an operating brand of QZERO LABS (OPC) Pvt. Ltd. Based in India. Contact: contact@ruutlabs.in. No public pricing — every deployment is scoped. Every page below is also available as clean Markdown (links end in .md); the full site is at https://ruutlabs.in/llms-full.txt. A read-only MCP server is available at https://ruutlabs.in/api/mcp.

## Company

- [RUUT Labs — Intelligence, engineered differently.](https://ruutlabs.in/index.md): RUUT Labs builds sovereign agentic AI: the RUUT BRAIN orchestration layer, on-prem EDGEBOX compute and verified agents, for work that can't get AI wrong.
- [About RUUT Labs](https://ruutlabs.in/company.md): About RUUT Labs: a deep-tech company building sovereign agentic AI — the RUUT BRAIN orchestration layer, on-prem EDGEBOX compute and verified AI agents.
- [Contact RUUT Labs](https://ruutlabs.in/contact.md): Talk to RUUT Labs about a custom agentic AI build, an on-prem deployment or a product demo. No public pricing — every deployment is scoped.

## Platform

- [The RUUT system](https://ruutlabs.in/platform.md): The RUUT system: eight components in one sovereign loop — VISION and SENSE perceive, BRAIN reasons, FORGE verifies, agents act, all on EDGEBOX.
- [RUUT BRAIN — the orchestration layer](https://ruutlabs.in/platform/brain.md): RUUT BRAIN is the orchestration layer of the RUUT system: it plans work as resumable graphs, routes reasoning across models and hands decisions to FORGE.
- [RUUT VISION — computer vision for physical sites](https://ruutlabs.in/platform/vision.md): RUUT VISION reads camera feeds to detect events such as missing PPE, fire or intrusion and sends observations to RUUT BRAIN. Designed for on-prem.
- [RUUT SENSE — sensor intelligence](https://ruutlabs.in/platform/sense.md): RUUT SENSE turns machine and environment signals — vibration, temperature and similar telemetry — into anomaly observations for RUUT BRAIN.
- [RUUT FORGE — the verification layer](https://ruutlabs.in/platform/forge.md): RUUT FORGE checks every consequential AI decision against readable, versioned rules before it acts, returns a clear verdict and records why.
- [RUUT EDGEBOX — the on-premise AI appliance](https://ruutlabs.in/platform/edgebox.md): RUUT EDGEBOX is the on-premise AI appliance of the RUUT system: perception, open-weight models, retrieval and FORGE verification inside your facility.
- [RUUT VECTOR — embodied intelligence](https://ruutlabs.in/platform/vector.md): RUUT VECTOR connects verified agent decisions to physical operational environments, so real-world action follows the same perceive, reason, verify loop.
- [RUUT FLOW — the AI operating system for agencies](https://ruutlabs.in/platform/flow.md): RUUT FLOW is an AI operating system for digital marketing agencies: one workspace per client brand for content, scheduling, CRM and approvals.
- [RUUT VAULT — agentic infrastructure for financial institutions](https://ruutlabs.in/platform/vault.md): RUUT VAULT is agentic infrastructure for banks and financial institutions: credit, collections and compliance, where scorecards decide and FORGE verifies.
- [RUUT FOREMAN — the plant-safety agent](https://ruutlabs.in/agents/foreman.md): RUUT FOREMAN is a plant-safety agent: it combines vision and sensor observations, reasons over safety rules, verifies actions and reports each shift.

## Solutions and services

- [Solutions](https://ruutlabs.in/solutions.md): Industries RUUT is designed for.
- [Agentic AI for manufacturing and plant operations](https://ruutlabs.in/solutions/manufacturing.md): How RUUT applies agentic AI to plants: VISION and SENSE perceive the floor, BRAIN reasons over safety rules, FORGE verifies, FOREMAN reports each shift.
- [Agentic AI for real estate](https://ruutlabs.in/solutions/real-estate.md): How RUUT applies verified agentic AI to real estate: documents, milestones and approvals, with FORGE checks and human approval on consequential steps.
- [Agentic AI for banking and financial services](https://ruutlabs.in/solutions/banking.md): How RUUT applies verified agentic AI in financial services: governed tools, policy checks, human approval and a full audit trail, deployable on-prem.
- [Agentic AI for marketing agencies](https://ruutlabs.in/solutions/agencies.md): How RUUT applies agentic AI to agencies: RUUT FLOW gives each client brand a workspace for grounded content, scheduling, CRM and approvals.
- [Custom agentic AI builds](https://ruutlabs.in/services.md): RUUT Labs designs and builds custom agentic AI systems — scope, prototype, verify, deploy — integrated with your systems, on-prem, cloud or hybrid.
- [Sovereign AI, on-premise](https://ruutlabs.in/sovereignty.md): Sovereign AI with RUUT: run perception, reasoning and verification on-prem on EDGEBOX or a private cloud, with models you choose and a full audit trail.

## Developers

- [Developers](https://ruutlabs.in/developers.md): How RUUT integrates: governed tools over MCP, model-agnostic orchestration, and an agent-readable site with llms.txt, Markdown twins and an MCP server.

## Insights

- [Insights](https://ruutlabs.in/insights.md): Technical writing from RUUT Labs.
- [What is an agentic operating system?](https://ruutlabs.in/insights/what-is-an-agentic-operating-system.md): An agentic operating system runs AI agents like an OS runs programs: it schedules work, keeps state, governs tools, checks actions and records every step.
- [Sovereign AI on-premise: when your data can't leave the building](https://ruutlabs.in/insights/sovereign-ai-on-premise.md): Sovereign AI: you control where AI runs, which models it uses, what data it sees and who approves its actions. When on-prem is right, and what it takes.
- [Verifying AI decisions before they act: the case for a verification layer](https://ruutlabs.in/insights/verifying-ai-decisions-before-they-act.md): A verification layer checks AI decisions before they take effect: input screening, policy checks, output validation and human approval, all recorded.

## Optional

- [Glossary of agentic AI terms](https://ruutlabs.in/glossary.md): Plain definitions of agentic AI terms.
- [Privacy notice](https://ruutlabs.in/privacy.md): What RUUT Labs collects and why.
- [Terms of use](https://ruutlabs.in/terms.md): Terms for using ruutlabs.in.