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MedhaOS

Keep AI Useful Without Giving Up Control

MedhaOS keeps identity, permissions, policies, approvals, audit and deployment boundaries around AI-enabled work so people remain in control of what the system may see, suggest and do.

Why control matters

Keep AI Authority Bounded

AI can interpret, investigate and propose useful work. That does not mean it should automatically gain access, approval rights or unrestricted execution power.

Who Is Acting Is Unclear

The system cannot reliably apply the right access and responsibility without knowing the user, tenant and role.

Authority Expands Quietly

Helpful reasoning can turn into unapproved action when permission and approval boundaries are not explicit.

The Decision Trail Disappears

Teams struggle to reconstruct which information, policy, approval or tool produced an outcome.

Sensitive Work Crosses Boundaries

Data, model endpoints and enterprise integrations can move beyond the intended operating boundary without clear controls.

MedhaOS value

Control Work Around AI

MedhaOS separates intelligence from authority so enterprise teams can define who may access, approve, execute and override AI-enabled work.

Know Who Is Acting

Connect users, groups, roles and service identities to the context, tools, routes and actions they are allowed to use.

Keep Customers Separate

Maintain customer, workspace, user and data boundaries according to the deployment and operating model.

Decide What AI May Do

Apply policies to what the system may see, retain, suggest, route, execute, escalate or block.

Require Approval Where It Matters

Keep consequential actions answerable to authorised people through explicit approval and escalation paths.

Keep a Reviewable History

Preserve requests, evidence, model or rule paths, policy checks, approvals, exceptions and outcomes.

See Usage and Cost

Provide operational visibility into routes, model usage, policy outcomes and cost-aware governance.

How control is applied

Identity to Accountable Action

Reasoning, permission, approval and execution remain separate responsibilities.

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01

Know the User and Tenant

Establish the user, service identity, role, tenant and permitted operating scope.

02

Check the Policy

Apply data access, retention, model, route, tool and action constraints.

03

Allow the Right Reasoning

Let Medha retrieve and reason only within the approved context and capability boundary.

04

Ask for Approval

Escalate sensitive, irreversible or exceptional actions to an authorised person.

05

Execute and Record

Run only permitted tools and preserve the decision and execution history.

06

Stop or Correct

Keep operational override, interruption and correction paths available when they are needed.

Governance and security

Keep Important Controls Reachable

Security matters most when legitimate authority can still change what the system is allowed to do.

Least-Privilege Tool Access

Expose tools and APIs according to identity, tenant, route and task requirements rather than platform-wide convenience.

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Privacy and Data Boundaries

Filter, de-identify, retain locally or rehydrate sensitive information inside controlled boundaries.

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Private and Hybrid Deployment

Place control, data-handling and execution components according to customer infrastructure and policy requirements.

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Adoption

Fit Controls to Operations

Governance controls should be configured and tested against the real identity, authority and operating boundaries of each implementation.

Verify the Controls

Test identity, tenant, policy, approval and audit controls against the implementation.

Keep Ownership Explicit

Business and technical owners remain accountable for consequential actions and operating changes.

Confirm the Environment

Validate identity providers, permissions, retention and deployment boundaries for the environment.

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Control Plane in Context

Continue into governance, deployment and a guided MedhaOS walkthrough.

Governance and Security

Review identity, tenant, policy, privacy, approval, audit and operational override principles.

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Deployment

Compare cloud, private cloud, hybrid and customer-controlled deployment patterns.

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MedhaOS Walkthrough

Follow identity, permitted tools, policy, approval, execution and audit evidence in one guided scenario.

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Start with the authority question

Define Who Can Act

FAQ

Frequently Asked Questions

Concise answers to common evaluation questions, using the same governed product and capability definitions as the rest of this page.

What is MedhaOS?+

MedhaOS is Sastra's governance and execution-control layer for enterprise AI, designed to manage identity, permissions, policies, approvals, tenant boundaries, auditability and controlled model or tool execution.

How is MedhaOS different from Medha?+

Medha focuses on reasoning, context, retrieval and orchestration. MedhaOS focuses on authority and control: who or what may access information, which actions are allowed, when approval is required and how execution can be audited.

What kinds of controls can MedhaOS apply?+

Within verified implementation scope, MedhaOS is designed around identity and RBAC, tenant boundaries, policy enforcement, approval gates, model and tool permissions, auditability and controlled execution boundaries.

Why separate AI intelligence from execution authority?+

A system being capable of reasoning about an action does not mean it should automatically be allowed to perform that action. Separating intelligence from authority makes permissions, policies, approvals and accountability explicit.

Does MedhaOS itself mean an organisation is SOC 2, HIPAA or GDPR compliant?+

No. Governance and security controls do not by themselves establish certification or blanket compliance. Compliance depends on the full implementation, operating processes, deployment scope and any required independent validation.

Sastra Innovations

Enterprise applications, workflow automation, integrations, document intelligence and governed AI, designed around real operational requirements.

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Company

  • Company
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  • Pavan Kumar Athreyapurapu
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Founder-led engineeringDelivering business software since 2012Approximately 350 projects across multiple industries

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