Pilot to Production in 30 Days: Practical Applications of Agentic AI for Enterprise Leaders
How enterprises deploy AI agents from pilot to production in under 30 days, real use cases, proven frameworks, and zero vendor lock-in. Watch the full session.
Originally aired: Wednesday, 22nd July 2026 · 11:00 AM GST
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Your speakers
Akhil Koka
CEO, Magure
Pranav Agrawal
CTO, Magure
Overview
About This Session
Over 85% of enterprise AI initiatives never make it past the pilot stage. Not because the technology doesn't work, but because organizations lack the architecture, governance, and operational readiness to move AI into production.
The result? Months of experimentation with no business impact. Rising AI spend with no clear ROI. And leadership teams increasingly skeptical about AI's ability to deliver real outcomes.
In this session, Akhil Koka and Pranav Agrawal broke down how enterprises cut through the complexity, deploying AI agents from pilot to production in under 30 days using the Build-Scale-Govern framework and the MagOneAI platform.
Whether you're running AI agents today or planning your first deployment, this recording maps out what it takes to build AI that's production-ready, governed, and scalable from day one.
Key insights on practical applications of agentic AI
- Why 85%+ enterprise AI projects stall at pilot: the three root causes holding organizations back from production
- Real use cases: document intelligence in banking, service orchestration, and enterprise knowledge systems, deployed in weeks, not quarters
- The Build-Scale-Govern framework: a practical three-step approach to getting AI into production fast, with governance built in from day one
- How to move from a single AI agent to multi-agent orchestration across teams without multiplying cost and complexity
- Why governance isn't a layer you add later, and how audit trails, RBAC, and cost controls accelerate production readiness
- How to enable any-LLM flexibility, zero vendor lock-in, and sovereign deployment: on-premise, cloud, or air-gapped
This recording is for you if
Enterprise leaders and teams who:
- Have AI pilots or proofs of concept that haven't made it to production or delivered measurable ROI
- Face growing AI costs with limited visibility into what's driving spend or delivering value
- Need to demonstrate AI accountability, auditability, and compliance to boards or regulators
- Are evaluating AI platforms, whether for their first use case or to manage multi-agent environments at scale
- Want a clear, repeatable playbook to move from pilot-stage AI to production-grade AI systems
- Are responsible for AI strategy, infrastructure, or governance at the enterprise level
FAQ
Frequently Asked Questions
- What are practical applications of agentic AI in the enterprise?
- Practical applications include document intelligence in banking and compliance, customer service orchestration with multi-agent systems, internal knowledge and decision support with full audit trails, automated workflow processing, and AI-driven operations management.
- How long does it take to deploy agentic AI agents in production?
- With the right platform and architecture, enterprises can go from pilot to production in under 30 days. This requires a visual workflow builder for domain experts, reusable components for scaling, and built-in governance with audit trails, role-based access, and cost controls from day one.
- Why do most enterprise AI projects fail to reach production?
- Over 85% of enterprise AI projects stall at pilot. The three main reasons: every use case is built from scratch with no reusable architecture, there's a gap between domain experts and engineering teams, and governance is an afterthought rather than a foundational requirement.
- What is the Build-Scale-Govern framework?
- Build Fast using visual workflow design and any-LLM flexibility; Scale with Confidence through multi-agent orchestration and reusable components; Govern Everything with audit trails, RBAC, and cost management built in from day one.
- Is this webinar free? Will I get a recording?
- Yes, registration is completely free. All registrants will receive the session recording and any resources shared during the webinar, regardless of whether they attend live.
Ready to move AI from pilot to production?
Speak with our experts to see how MagOneAI helps enterprises build, deploy, and govern AI agents in production, in weeks, not months.
