Skip to content
MarketScale
‹ Back to IndustriesSoftware & Technology

The Great Technology Stack Pivot: From Pyramid to Network Architecture

Christine Boles and Ram Ramasamy stoke up the flames once more for their third fireside chat focusing on various areas of technology innovation. Their conversation dives into the pivot from a layered architecture to a network architecture driven by digitalization, IoT, and the fourth industrial revolution. Several factors at play during the pandemic accelerated…

This story was produced through MarketScale. See how Software & Technology teams put it to work with Executive Thought Leadership.

By Christine Boles · 5gDigitalizationEdgeEdge Computing
Share

Key takeaways

01

Christine Boles and Ram Ramasamy stoke up the flames once more for their third fireside chat focusing on various areas of technology innovation.

02

Their conversation dives into the pivot from a layered architecture to a network architecture driven by digitalization, IoT, and the fourth industrial revolution.

03

Several factors at play during the pandemic accelerated…

Get featured

Want to get featured in MarketScale Software & Technology?

Create a free MarketScale workspace and get your company's expertise featured across our Software & Technology coverage. No credit card, no demo required.

Request an invite

Christine Boles and Ram Ramasamy stoke up the flames once more for their third fireside chat focusing on various areas of technology innovation. Their conversation dives into the pivot from a layered architecture to a network architecture driven by digitalization, IoT, and the fourth industrial revolution.

Several factors at play during the pandemic accelerated the pace of manufacturing transformation. Data centricity, a tremendous need for reliable demand forecasting, workforce gaps, and acute supply chain pressures across industries combine to create this evolution in the technology stack from now into the next dozen years.

“Simplification of the technology stack is a real trend we’re observing,” Ramasamy says. “But what we’re also observing, as a dichotomy, is that manufacturing organizations are at a crossroads today. They need to transform, but the journey is very unclear.”

The edge computing revolution is creating the pivot from layered to network architecture. So, what is critical and core to this technology stack journey that will help customers drive towards simplification?

According to Christine Boles, companies must move towards network architecture to properly use generated data. She says, “My team and I often refer to this as software-defined.” Software-defined infrastructures require little human intervention and allow workloads to be managed in such a way that critical IT functions are fully integrated, automated, and optimized for convergence with OT. “And as that occurs, [you] can bring the AI capability [to] that data…take the insights, and ultimately bring [intelligence] forward.”

Another tool that will help bring these technologies forward is 5G. The low latency wireless capabilities of 5G will aid layered architecture across the network, allow more access to the generated data distributed across operations, and bring AI capabilities to the next level.

Learn more about the great technology stack pivot by connecting with Christine Boles and Ram Ramasamy on LinkedIn or visit:

Subscribe to this channel on Apple PodcastsSpotify, and Google Podcasts to hear more from the Intel Internet of Things Group.

Your experts belong here

Every story in MarketScale Software & Technology starts with a company putting its solutions engineers, product teams, and customer engineers on the record. Buyers are already reading this topic. The only question is whose experts they find.

Buyers ask AI engines who to consider, and published expert answers are what those engines cite.

Get your team featuredSee how it works15 minutes, straight to a calendar.

About the author

CB
Christine Boles

Follow Software & Technology Insights

Get new expert content in your inbox.

Software & Technology: are you visible to AI?

Before they reach out, Software & Technology buyers ask AI engines which vendors to trust. See how AI describes your company today, and where competitors show up instead.

Free workspace

You just read one Software & Technology expert. Your company is full of them.

This article was produced through MarketScale. The same platform turns your solutions engineers, product teams, and customer engineers into the articles, video, and social content Software & Technology buyers are searching for. Create a free workspace and see it with your own people. No credit card, no demo required.

NPS +73 · 1,000+ creators · 38+ countries

What you get, free

Your own MarketScale Studio workspace
One video edit a month, on us
AI writing, editing, and publishing tools
In-platform coaching to learn the system

More Software & Technology Insights

Vantage’s 1.4GW Texas campus makes grid contracts the real data center schedule

Vantage’s 1.4GW Texas campus makes grid contracts the real data center schedule

Vantage Data Centers is targeting a 1.4GW “Frontier” campus in Texas, with first delivery slated for H2 2026. Power procurement and cooling design land first on operators. Emissions accounting follows, alongside carbon-removal contracting.

  • 01For large AI campuses, the interconnect and power-delivery agreement is becoming the long pole, it now sets when IT can arrive.
  • 02Carbon-removal offtake is shifting from pilot-scale buys to 8–10 year contracts that support final investment decisions, useful for sustainability procurement playbooks.
  • 03250kW-plus racks and liquid cooling are moving from special requests to baseline specs for new AI capacity, changing mechanical and service vendor selection.

Sep 7, 2026

Dreamforce 2026 goes all-in on AI agents, but ROI numbers are still missing

Pre-event materials cited include no customer-reported ROI, adoption metrics, or cost-to-run figures for Agentforce. The main keynote is Sept. 15, 2026. UC Today says Dreamforce runs Sept. 15-17 at Moscone, with a free Salesforce+ virtual program Sept. 15-18.

  • 01The sources set an expectation gap: Dreamforce 2026 messaging leans on “agentic” adoption, but the pre-event materials cited here include no customer ROI figures or cost-to-run numbers for Agentforce, so procurement and operations teams should arrive with measurement and cost-accounting questions ready (per UC Today).
  • 02UC Today lists Dreamforce 2026’s published scale as 1,600+ breakout sessions, 50+ keynotes, 150+ hands-on trainings and demos, and 240+ community roundtables, plus one-to-one sessions with Agentforce and Slack product experts.
  • 03The pass price gap, $1,899 “Last Chance” vs $2,299 full price, is a practical benchmark for budgeting onsite attendance against free Salesforce+ virtual access (per UC Today).

Sep 6, 2026

AI could raise enterprise IT costs by as much as 75% in less than a decade

AI could raise enterprise IT costs by as much as 75% in less than a decade

Bain & Company projects AI could raise enterprise IT costs by as much as 75% in less than a decade. Procurement and IT teams will feel it first. The impact shows up in vendor contracts, capacity planning, and governance workflows.

  • 01A 75% IT cost lift is no longer a scare number, it is becoming a budgeting baseline once security, data movement, and talent are counted (Bain via CIO Dive).
  • 02For firms standardizing on AI agents, contract language is shifting toward reliability and control artifacts, not model brand names (KPMG certification coverage via CIO Dive).
  • 03Infrastructure availability is turning into a scheduling problem, not a procurement event, with Dell citing a $95B AI backlog that can push deployments into future quarters (CIO).

Sep 5, 2026

Explore More Software & Technology Insights

Read more expert perspectives from across Software & Technology.

Browse Software & Technology Hub

About the Expert

CB
Christine Boles

For B2B teams

Your experts could be publishing here

Stories like this one run on content MarketScale captures from real practitioners. See how your team's expertise becomes coverage in Software & Technology and beyond.

Book a 15-minute demo

Or call us. No forms required. We pick up. 214-945-2512