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Scale Computing Platform 2025 Product Roadmap

Scale Computing
05/12/2026
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TL;DR

  • Scale Computing positions edge computing as any deployment outside traditional data centers, including mid-market on-prem and MSP customer sites, with a vision to make edge application management as easy as cloud
  • Enhanced zero-touch provisioning with improved error handling and partner-sourced hardware support (Supermicro, Dell, Lenovo) enables rapid deployment — demonstrated through a 1,000-location retail rollout at four clusters per weekday
  • Veeam Backup & Replication integration (launching in 12.3.3 and 13.0.1) provides agentless support for seamless migration from legacy hypervisors and ongoing data protection with full feature parity
  • Fleet Manager gains VM-level metrics, comprehensive API for automation and integration (ServiceNow, AI-assisted capacity planning), and node lifecycle management for non-disruptive cluster expansion
  • Project Kraken enables one-click application deployment across entire fleets using infrastructure-as-code manifests, while GPU support becomes first-class with live migration (Q3) and new hardware including Lenovo SE100 certification
  • Early Access Program launches for HyperCore 9.6, allowing customers to test pre-release versions with full production support by adding the 'HyperCore-early' tag in Fleet Manager

Edge Computing Redefined for Mid-Market and MSPs

Scott Loughmiller opens by reframing edge computing as any deployment outside traditional data centers — including mid-market on-premises infrastructure and MSP customer sites. He positions Scale Computing's platform vision as making application deployment and management at the edge as easy as in the cloud. The presentation uses two fictional customer scenarios to demonstrate roadmap features: a mid-market manufacturing company migrating from a legacy hypervisor and a nationwide retail pharmacy chain deploying 1,000 locations. This narrative approach illustrates how Scale Computing addresses real-world challenges faced by organizations forced to migrate due to hypervisor market consolidation.

Zero-Touch Provisioning and Hardware Flexibility

The roadmap emphasizes deployment automation through enhanced zero-touch provisioning (ZTP) capabilities in Fleet Manager. New features include improved error handling that allows administrators to correct configuration mistakes without manual intervention, and support for partner-sourced hardware through an authorized imaging program. Scale Computing now offers full coverage on Supermicro, Dell, and Lenovo platforms, allowing partners to leverage existing vendor relationships and rebate programs. The retail pharmacy scenario demonstrates how ZTP enabled deployment of four clusters per weekday for a year, with Terraform automation handling application deployment and validation in a staging warehouse before shipment to stores.

Veeam Integration and Migration Support

A major announcement is full Veeam Backup & Replication integration with agentless support for HyperCore, launching in Veeam 12.3.3 and 13.0.1 by year-end. This integration serves dual purposes: enabling seamless migration from legacy hypervisors by restoring existing Veeam backups directly to HyperCore clusters, and providing ongoing data protection with full Veeam feature support. The manufacturing company scenario illustrates using Veeam to migrate workloads from the acquired hypervisor platform while maintaining familiar backup workflows. This addresses a critical pain point for organizations seeking alternatives to legacy platforms without disrupting established data protection strategies.

Fleet Management and Automation Capabilities

Scale Computing is expanding Fleet Manager with VM-level metrics, a comprehensive API, and node lifecycle management. The new Fleet Manager API enables integration with ServiceNow for automated case management and AI-assisted capacity planning through utilization monitoring. VM metrics provide visibility into resource consumption across thousands of clusters, while console paste functionality simplifies credential management. Node lifecycle management (launching in 9.6) allows non-disruptive addition and removal of nodes directly from the UI, eliminating support calls. The retail scenario demonstrates using the API to aggregate conditions across 1,000 sites and predict resource exhaustion, while the manufacturing example shows adding GPU-enabled nodes to support AI workloads.

Project Kraken and GPU Support

Project Kraken introduces application delivery and management across entire fleets through manifest-based deployment. Administrators can deploy applications to multiple clusters simultaneously with infrastructure-as-code consistency, including VMs, containers, configurations, and scripts. The retail pharmacy scenario shows deploying a computer vision application to 1,000 stores with a single click, with Fleet Manager handling media distribution and VM provisioning remotely. GPU support is becoming a first-class feature, with live migration support coming in Q3 and full mixing of GPU and non-GPU nodes following. New hardware includes refreshed HE150 platforms, the HE250 from SimplyNUC, and the Lenovo SE100 — the first hyperconverged infrastructure certified on this platform, fitting three nodes in 1U.

Chapters

0:00 - Introduction and Edge Computing Definition
2:48 - Customer Scenario Setup
4:13 - Hypervisor Market Disruption
7:10 - Zero-Touch Provisioning Demo
9:58 - Partner Imaging Program
12:01 - Veeam Integration Announcement
13:31 - Terraform Provider
14:54 - Daily Management Demo
18:07 - Fleet Manager API
20:00 - AI Deployment Scenario
23:20 - Project Kraken Demo
26:01 - Early Access Program

Key Quotes

0:47 "From my perspective, if you're running R clusters somewhere without razor wire, backup generators, and security guard, you're at the edge."
2:17 "Our product vision to make building, deploying, and maintaining applications at the edge as easy as it is in the cloud."
6:36 "BadCom essentially said, hey, screw you, we're not friends anymore, don't call me. They actually eliminated our license type."
7:41 "In a thousand sites in a year, this might sound like a fictional company scenario, but we knew it was possible because of rural farms doing the same pace."
10:46 "We have a long-standing relationship with a channel partner who is also a scale-authorized imaging partner, meaning that we could work with them, get the exact config we wanted, and then they image the nodes with HyperCore."
13:04 "Veeam's going to be launching this in their 12.3.3 release and their 13.0.1 release. So we're expecting full production support by the end of the year."
14:10 "We used Terraform to re-IP all the nodes to match the store configuration so we could Box them up, ship them out, and have that really low return rate that we needed to make our massive deployment a success."
18:34 "We have a scheduled job that retrieves all the conditions. So instead of retrieving them from 1,000 clusters, which you could have done, now I just hit the one Fleet Manager API endpoint, and that can auto-create and auto-close cases in our case management service."
20:09 "I know you like your little charts, but I need you to deploy AI right now. Why? Haven't you seen the news, man? It's like all rainbows and unicorns. Just do it."
22:13 "We do have a GPU-enabled platform now, but it does have some limitations, and we're committed to making GPU a first-class fully supported feature in HyperCore."
23:25 "One of the most exciting things, I think, happening at scale right now is Project Kraken. It enables application delivery and management across your fleet."
25:18 "This lowering the bar for deploying an application out to the edge is lowering the bar for innovation at the edge, and that's really what we're trying to do for everyone."

Categories:
  • » Data Protection » Backup & Recovery
  • » Data Management » DevOps
  • » Cybersecurity » Cloud Security
  • » Data Protection
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  • Technical Deep Dive
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  • Getting Started
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  • Edge Computing
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  • GPU Support
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