The Edge-to-Cloud Factory
Transforming Legacy into Leadership
Strategic insights from industry experts on scaling smart manufacturing initiatives from pilot to production.
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Expert Panel Insights
Based on the IIoT World Manufacturing Events panel session, May 2025

Ritwika Ghosh
Senior Product Manager
InfluxData

Prasad Tarapure
Manager
John Deere

Pugal Janakiraman
Global Manufacturing CTO
Snowflake

Hamish Mackenzie
Advisory Board Member
IIoT World
The Shift Beyond Operational Efficiency
From Pilots to Production: Why Edge-to-Cloud Needs Strategic Commitment
Why It Matters Now
Many manufacturers today are stuck in perpetual experimentation. What separates the leaders is their ability to move from experiments to enterprise-wide implementations by aligning tech investments with outcomes that matter to production and finance.
Strategic Implementation Focus Areas
Clear Objectives
Define measurable business outcomes
Stakeholder Alignment
Executive leadership and team buy-in
Production Impact
Better throughput, quality, lower cost per unit
4 More Sections Available
Get access to complete insights on legacy modernization, cost-effective scaling, next-generation visualization, and strategic technology partnerships.
Legacy Equipment Integration
Data Volume Management
AI-Powered Visualization
Vendor Selection Framework
Get the Complete Manufacturing Transformation Guide
Based on expert insights from InfluxData, John Deere, Snowflake, and IIoT World. 12 pages of strategic frameworks and implementation guidance for C-level executives.