Vaibhav Sharma
Agentic AI Architect | Enterprise Agent Design · Guardrails · Observability · AI Governance | Microsoft | Helping Organisations Move from AI Pilots to Production at Scale
- Role
- Architect at Microsoft
- Location
- Hyderabad, TG, IN
- LinkedIn followers
- 500 followers
About Vaibhav Sharma
Over 18+ years, I have held a consistent mandate across roles at Microsoft and prior: take complex, high-stakes technology decisions and make them work reliably at enterprise scale.My current focus is Agentic AI — not the prototype, but the production system. The one that runs unsupervised across business functions, touches sensitive data, makes decisions with financial consequence, and must be auditable by a compliance team on a Tuesday morning.I architect these systems end-to-end: from agent orchestration design and tool integration, through AI guardrails and responsible deployment controls, to the observability and governance layer that gives leadership confidence the system behaves as intended.The organisations I work with span industries, but the challenges are consistent. Pilots that cannot cross into production. Agent deployments that scale cost faster than value. Governance frameworks that exist on paper but not in the architecture. I resolve these at the design stage — before they become incidents.Equally, I lead the people who build these systems. I have managed cross-functional delivery teams, mentored engineers and consultants at multiple career stages, and built internal AI capability where it did not previously exist. I believe an enterprise AI strategy is only as durable as the team that owns it.Core capabilities: Agentic AI Architecture · Multi-Agent Orchestration (like MCPs) · AI Guardrails & Responsible AI · AgentOps & Observability · AI Governance & Audit Frameworks · Azure AI Foundry · Dynamics 365 · People Leadership · Executive Stakeholder ManagementMy mission is simple: to drive innovation, empower professionals, and contribute to the next generation of technology leaders.
Experience
Architect
Jun 2024 — Present · Hyderabad, IN
I lead the architecture and delivery of enterprise-grade Agentic AI solutions, with accountability spanning technical design, responsible deployment, and cross-functional team outcomes.Agent Architecture & OrchestrationDesign multi-agent systems — including supervisor-agent hierarchies, tool registries, memory management, and stateful workflow orchestration — that automate high-value enterprise functions across finance, operations, HR, and customer engagement. Architect for production from day one: deterministic where required, adaptive where appropriate.AI Guardrails & Responsible AIImplement dual-layer guardrail frameworks at input and invocation stages — covering prompt injection defence, PII controls, output validation, and jailbreak mitigation. Every agent deployment is validated against responsible AI criteria before reaching production. Governance-as-code aligned to ISO 42001 and NIST AI RMF.Observability & AgentOpsBuild the monitoring and tracing infrastructure that makes agent behaviour visible: semantic observability, OpenTelemetry integration, drift detection, prompt versioning, and audit logging. Leadership decisions on AI investments are backed by operational telemetry, not assumptions.AI Governance & Lifecycle ManagementDefine agent lifecycle frameworks — design, test, deploy, monitor, rollback — and the governance structures that allow organisations to scale agentic systems across business units without fragmentation or unmanaged risk.People LeadershipDirect cross-functional delivery teams of engineers, consultants, and business stakeholders across complex enterprise programmes. Set technical direction, manage delivery risk, and develop team capability — ensuring individuals have the clarity and support to perform at their best.
Education
ABV-Indian Institute of Information Technology and Management
Integrated Post Graduate
Skills
- Team Management
- Portfolio Management
- Innovation
- Market Research
- Integration
- Strategic Planning
- Business Intelligence
- Analytics
- Business Strategy
- Business Analysis
- Consultants
- Leadership
- Project Management
- Analysis
- Business Development
- Management
- Management Consulting
- Strategy
- E-Commerce
- Sql
- Performance Management
- Crm
- Itil
- Microsoft Crm
- Pre-Sales
- Solution Architecture
- Small Business Development
- Stakeholder Management
- Erp
- Consulting
- Emerging Technologies
- Innovation Management
- Customer Relationship Management (Crm)
- Business Planning
- Solution Implementation
- Business Management
- Innovative Thinking
- Portfolio Optimization
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