Frequently asked questions
Straight answers about Enterprise OS, how it works, security and getting started.
About Vezras
What is Vezras Enterprise OS?
Vezras Enterprise OS is an enterprise decision intelligence platform. It connects the systems you already use, adds business context, and recommends what to do next, with every step governed. Leaders see what is happening, understand why and decide faster.
What is decision intelligence?
Decision intelligence is not analytics and not a dashboard. It is a continuous synthesis of everything the Business Cortex knows, producing contextual recommendations, scenario modelling, impact analysis and a decision audit trail.
Who is Enterprise OS for?
It is for leaders who each see a different part of the business, such as sales, finance, operations, product, HR and IT. Enterprise OS gives them one shared operating picture, connected across their systems.
How is Vezras different from BI tools, AI copilots and automation tools?
BI platforms tell you what happened. AI copilots answer one question without business memory. Automation tools run static rules. Vezras is the layer above all of them: it connects your systems, remembers past decisions in the Business Cortex, and recommends actions with an audit trail.
What is an Enterprise OS?
An Enterprise OS turns fragmented systems into one thinking model of your business. Vezras Enterprise OS connects everything your organisation runs on, delivers decision-ready intelligence to every leader, and learns from every decision so the value compounds over time.
What is the difference between business intelligence and decision intelligence?
Business intelligence platforms tell you what happened. Decision intelligence adds context, impact analysis and a recommended next step, grounded in everything the Business Cortex knows about your business.
What is a decision audit trail?
A decision audit trail is the traceable record behind every recommendation Enterprise OS makes, covering the signals it read, the context from the Business Cortex and the human approval it received. It is central to Vezras as a decision intelligence platform: leaders can always see why a recommendation was made and who approved it.
What does Vezras do?
Vezras builds Enterprise OS, an enterprise decision intelligence platform delivered as a managed service. It connects the systems your organisation already uses, adds business context and recommends what to do next, with every recommendation governed, human-approved and recorded in an audit trail.
What is an enterprise decision intelligence platform?
An enterprise decision intelligence platform connects an organisation’s systems, adds business context and turns what it knows into contextual recommendations, scenario modelling and impact analysis, with a record of why each decision was made. Vezras Enterprise OS is one.
What problems does Vezras solve?
Every leader sees a different part of the business, and none of them automatically sees the others’ context. Vezras connects authorised signals across systems so leaders get a shared operating picture instead of reconciling different numbers, and decisions become faster and traceable.
Is Enterprise OS a business intelligence (BI) tool?
No. BI platforms tell you what happened. Enterprise OS works above them: it adds context, impact analysis and a recommended next step, and it can connect BI tools such as Power BI and Tableau as data sources.
Is Vezras an AI copilot?
No. An AI copilot answers one question without business memory. VezAI is the conversational interface to Enterprise OS, which remembers past decisions in the Business Cortex and recommends actions with confidence, trade-offs and an audit trail.
How Enterprise OS works
How does Enterprise OS work?
It works in four steps. It connects your systems, detects early warning signs by reading signals together, prioritises actions with the evidence behind them, and assigns each action to an accountable owner with approvals where needed.
What is the Business Cortex?
The Business Cortex is a living model of your business. It combines the Business Graph, institutional knowledge, decision memory and external intelligence, so recommendations are grounded in your own context.
What is VezAI?
VezAI is the conversational interface to Enterprise OS. You ask questions in natural language, investigate root causes across systems, and get recommendations scoped to your role.
Does Enterprise OS automate work?
Yes, but improvement comes first. Enterprise OS finds recurring problems, suggests workflow redesigns, and then automates with workflow triggers, task routing and human approvals, because automating a broken SOP only makes the problem faster.
How does Vezras break down data silos between departments?
Vezras connects authorised signals across your systems, adds business context, and shows the whole picture within existing roles and permissions. Each team still sees only what it is allowed to see, and nothing is replaced.
How does VezAI investigate root causes?
VezAI performs root-cause analysis across systems, connecting signals in Sales, Finance, Operations, IT and HR that would otherwise sit in separate data silos. Ask a question in natural language and VezAI traces an issue back through the Business Graph to the systems and events behind it.
How does the continuous learning loop work?
Every outcome feeds back into decision memory: what was recommended, what was decided and what actually happened. This continuous learning loop means Enterprise OS gets sharper with use instead of resetting each quarter, compounding institutional knowledge over time.
How does Vezras give leaders a shared operating picture?
Vezras breaks down data silos across departments by connecting authorised signals into a single business context graph, so every leader works from the same underlying facts, within their existing permissions, instead of reconciling different numbers in different systems.
What is SOP automation?
SOP automation means redesigning a standard operating procedure before automating it. Enterprise OS finds recurring problems, improves the process, and then automates it with workflow triggers, task routing and human approvals, so workflow automation never locks in a broken process.
What is the Business Graph?
The Business Graph is the part of the Business Cortex that maps every entity, relationship and dependency across the organisation, so a signal in one system can be understood in the context of the others.
What is decision memory?
Decision memory records what was recommended, what was decided and what actually happened. Because outcomes feed back into it, Enterprise OS gets sharper with use instead of resetting each quarter.
How does Enterprise OS detect early warning signs?
It reads signals together across systems, so risks such as cash runway shortening, SLA exposure rising or renewals at risk surface as early warnings before they turn into incidents.
How does Enterprise OS prioritise actions?
Context and recommendations rank what matters most, with the evidence and the trade-offs behind each action. Each action is then assigned to an accountable owner, approved where needed and tracked through to the outcome.
What is cross-functional visibility?
Cross-functional visibility means leaders in sales, finance, operations, people and engineering can see how their areas affect each other, using the same underlying facts, within their existing permissions.
What is a shared operating picture?
A shared operating picture is one connected view of the business that every leader works from, instead of each team reconciling different numbers from different systems.
Data, security and governance
Does Enterprise OS replace our existing systems?
No. It connects your CRM and ERP data, alongside HR, finance and collaboration tools, and works above them instead of replacing them.
Who can see what in Enterprise OS?
People see only what their existing roles and permissions allow. Enterprise OS replicates your access controls and creates no new visibility.
Can AI make decisions on its own?
Not for consequential decisions. AI recommends with confidence and trade-offs, people approve, and every step is recorded in an audit trail.
Can it run in the cloud or on-premise?
Enterprise OS works across cloud, hybrid and on-premise environments.
Is every AI recommendation auditable?
Yes. Every recommendation, input and approval is recorded, so nothing consequential happens without a traceable decision audit trail. This human-in-the-loop AI governance model means people, not AI, make the final call on consequential actions.
Which AI models does VezAI support?
Enterprise OS connects to the AI and ML platforms you already use, including OpenAI, Anthropic, Vertex AI and Bedrock, or custom models, so VezAI works with the models your organisation has already standardised on.
Does Enterprise OS create new data visibility?
No. People see only what their existing roles and permissions allow. Enterprise OS replicates your access controls and creates no new visibility.
What governance controls does Enterprise OS include?
Enterprise OS is governed by role-based access control across every data source and action, encryption and compliance-first security, human-in-the-loop oversight, full auditability through a decision trail, and enterprise-scale deployment from a single-department pilot to the whole organisation.
What is human-in-the-loop AI governance?
It is a model where AI recommends and people make the final call on consequential actions. In Enterprise OS every recommendation, input and approval is recorded, so nothing consequential happens without a traceable decision audit trail.
Does Enterprise OS meet our security and compliance requirements?
Security and compliance are built into the governance model, but requirements differ by organisation and the website does not list certifications. Email [email protected] with your requirements and we will respond directly.
How does a governed request move through Enterprise OS?
In five steps: request, permission check, traceable record, human approval and action.
Integrations
Which systems does Enterprise OS connect to?
It offers 50+ connectors across finance, sales, HR, marketing, operations, engineering and customer success, including Salesforce, HubSpot, SAP, Oracle, Workday, NetSuite, Jira, Slack and Snowflake. See the integration directory for the full list.
What if our system is not listed?
Vezras extends capability for custom tool creation as per the use case, so we build the connection around the way you work.
Does Enterprise OS integrate with Salesforce, SAP, Oracle and Workday?
Yes. Business applications such as Salesforce, SAP, Oracle, ServiceNow and Workday are among the systems Enterprise OS connects to, alongside data and BI tools, collaboration tools and AI platforms.
Does Enterprise OS support Snowflake and Databricks?
Yes. Enterprise OS integrates with data and BI platforms including Snowflake, Databricks, BigQuery, Power BI and Tableau, alongside its 50+ connectors across business applications, so cross-functional visibility includes the data warehouses and lakehouses you already run.
How many integrations does Enterprise OS have?
Enterprise OS offers 50+ connectors across finance, sales, HR, marketing, operations, engineering and customer success. The integration directory lists them by department.
Does Enterprise OS work with HubSpot, NetSuite, Jira and Slack?
Yes. HubSpot, NetSuite, Jira and Slack are among the 50+ connectors, alongside Salesforce, SAP, Oracle, Workday and Snowflake.
Does Enterprise OS connect to Power BI and Tableau?
Yes. Power BI and Tableau are supported as data and BI platforms, alongside Snowflake, Databricks and BigQuery, so existing BI investments keep working as inputs.
Can Enterprise OS connect to HR systems?
Yes. The integration directory includes HR systems such as Zoho People, BambooHR, HiBob and Greenhouse, so people data can be read in context with finance, sales and operations.
Does Enterprise OS connect to OpenAI, Anthropic, Vertex AI and Bedrock?
Yes. Enterprise OS connects to the AI and ML platforms you already use, including OpenAI, Anthropic, Vertex AI and Bedrock, or custom models.
Getting started
How does an engagement work?
Vezras is a managed service, not a software licence you configure yourself. It has three phases: discovery and design, deploy and configure, and operate and expand.
How do I get started?
Book a demo. We will talk through your use case, systems and a sensible next step. You can also email [email protected].
Where is Vezras based?
Vezras Technologies Private Limited is headquartered at 19th Floor, Tower C, Bhutani Alphathum, Sector 90, Noida, India.
Is Enterprise OS a software licence or a managed service?
It is a managed service, not a software licence you configure yourself. Vezras deploys, configures and runs Enterprise OS with you.
What are the phases of an engagement?
Three phases: discovery and design (map your data, decisions and use cases), deploy and configure, and operate and expand.
How long does implementation take?
The timeline depends on your systems and use cases and is agreed during discovery and design. Book a demo or email [email protected] to talk through your situation.
How much does Enterprise OS cost?
Pricing is not listed on this website. Because Vezras is a managed service, the best next step is to book a demo or email [email protected] to discuss your use case and systems.
Does Vezras have a partner program?
Yes. Vezras works with resellers and referral partners, technology and integration partners, and implementation and consulting partners. You can submit a partnership request on the partner page.
Comparisons
What is the difference between decision intelligence and business intelligence?
Business intelligence reports what happened. Decision intelligence adds context, impact analysis and a recommended next step, grounded in everything the Business Cortex knows. BI remains a useful input.
Does Enterprise OS replace BI, CRM, ERP or automation tools?
No. It connects the systems you already use and works above them. It sits above BI, AI copilots and automation tools instead of replacing any of them.
Why not just use an AI copilot?
A copilot answers one question at a time without business memory or an audit trail. Enterprise OS adds shared business context, remembers past decisions and records every recommendation and approval.
Should we automate first or fix the process first?
Fix the process first. Automating an SOP that does not work well only makes the problem faster. Enterprise OS finds recurring problems, redesigns the SOP, then automates it with workflow triggers, task routing and human approvals.
Data silos
What is a data silo?
A data silo is information held by one team or system that other teams cannot easily see or connect to. Sales sees pipeline, finance sees cash and operations sees SLA risk, but none of them automatically sees the others’ context.
Why are data silos a problem for decision-making?
Silos force leaders to reconcile different numbers from different systems, which slows decisions, hides cross-department risks until late and leaves no record of why a decision was made.
How do you break down data silos without replacing systems?
Connect authorised signals across the systems you already use, add shared business context and let each person see only what their existing permissions allow. Nothing is replaced and no new visibility is created.
Does breaking down data silos mean everyone sees all data?
No. Each team still sees only what it is allowed to see. Enterprise OS replicates existing roles and permissions, so cross-functional visibility never means unrestricted access.