# Arya: Enterprise AI Agent Platform > Deploy AI agents that automate complex workflows -- from compliance reviews to customer operations -- with full observability and zero vendor lock-in. Arya is Sarvam's enterprise AI agent platform. It lets organizations build, deploy, and manage autonomous AI agents that handle complex, multi-step workflows across departments. Arya is designed for production from day one: sovereign by design, model-agnostic, and deployable wherever your data lives. --- ## Core Value Proposition **One platform for all your workflows.** Arya bridges the gap between "trying AI" and running it at scale. It combines agent orchestration, full observability, deployment flexibility, and enterprise-grade security into a single platform -- eliminating vendor lock-in and giving teams complete control over their AI operations. --- ## Key Differentiators ### Sovereign by Design Your data, your models, your infrastructure. Built and operated entirely in India with no offshore dependencies. DPDP compliant with data residency controls built in. Air-gapped deployment available. ### Model-Agnostic Architecture Use any model from any provider. Switch vendors, optimize costs, or upgrade without rewriting a single workflow. Run the same agents on different models and A/B test across providers instantly. ### 10x Faster to Production Go from prototype to production-grade deployment in days, not months. The platform handles the hard parts -- state management, failure recovery, observability -- so your team focuses on workflow logic. --- ## Platform Capabilities ### Full Observability and Auditability Every agent decision is traceable. Know what data was used, why actions were taken, and replay any step. - Point-and-click inspection of any agent step - Full audit trail for compliance - Every reasoning step, tool call, and decision is logged and inspectable - Replay workflows with different inputs for debugging and validation ### Enterprise-Grade Reliability Arya checkpoints every step. A failure at step 40 does not lose the first 39. Recovery is instant, and operations keep running. Run workflows that span hours or days with confidence -- Arya manages state across long-horizon, multi-step processes so agents do not lose context or fail silently halfway through. ### Self-Improving Agents Agents get better over time. Structured feedback loops and persistent memory mean agents learn from corrections and carry that knowledge into future tasks. ### Enterprise Scale Deploy agents across departments, teams, and systems without hitting a ceiling. The same architecture that runs one agent handles hundreds in parallel, with consistent performance and governance. ### Secure by Default Connect private tools, databases, and APIs without exposing them. Scoped permissions ensure each agent only accesses what it needs. Data never leaves the customer's environment. --- ## Supported Use Cases Arya handles complex, domain-specific workflows across industries: | Use Case | Industry | |---|---| | Compliance and Risk Review | Insurance | | Customer Onboarding | Fintech | | Document Processing at Scale | Cross-industry | | Internal Operations Automation | Enterprise | | Contract Review and Redlining | Legal | | Loan Application Processing | BFSI | | Candidate Screening | HR | | Supply Chain Monitoring | Manufacturing | | Patient Record Processing | Healthcare | | Scheme Eligibility and Enrollment | Government | --- ## Deployment Options Arya deploys where your data already lives. All deployment modes run the same agents without rewriting workflows. - **Private cloud** -- Deploy within your own cloud tenancy - **On-premise** -- Run on your own hardware within your data center - **Hybrid** -- Split workloads across cloud and on-premise as needed - **Air-gapped** -- Fully isolated environments with no external connectivity - **Bring your own model** -- Use proprietary or open-source models, or use Sarvam models - **Swap vendors** -- Change model providers without rewriting workflows --- ## Security, Compliance, and Governance Compliance, control, and confidence are built into the core -- not retrofitted. **Certifications and Standards:** - SOC 2 Type II - ISO 27001 - DPDP compliant **Access and Control:** - Role-based access controls - Full audit trail on every agent action - Data residency controls - Scoped permissions per agent --- ## Forward-Deployed Engineering Sarvam's engineers work alongside customer teams -- designing agents, integrating systems, and staying until the deployment is live. This is a partnership, not a handoff. - Dedicated engineer from day one - Joint workflow design and build - Ongoing accuracy and cost optimization - SLA-backed production support --- ## Why Teams Choose Arya 1. **Runs wherever your data lives** -- Cloud, on-premise, or air-gapped. Same agent, no rewriting. Define once, deploy to any environment. 2. **Every decision has a paper trail** -- Inspect any step: what it saw, what it decided, and why. Replay with different inputs. Built for audits. 3. **No vendor lock-in** -- Model-agnostic design means teams can switch providers, optimize costs, or upgrade models without touching workflow logic. 4. **Self-improving over time** -- Persistent memory and feedback loops mean agents continuously improve from real-world corrections. 5. **Production-grade from day one** -- Checkpointing, failure recovery, long-run state management, and parallel execution are built in, not bolted on. --- ## Getting Started - **Self-serve:** Access via [dashboard.sarvam.ai](https://dashboard.sarvam.ai) - **Enterprise:** Contact the sales team for dedicated deployment and forward-deployed engineering support --- *Source: sarvam.ai/products/arya*