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Natuvion study shows 71% of data transformations shift mid-project

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Natuvion study shows 71% of data transformations shift mid-project
Business

Business

Natuvion study shows 71% of data transformations shift mid-project

2026-06-10 18:56 Last Updated At:19:15

New study reveals why the Greenfield vs. Brownfield debate is the #1 planning mistake in modern data migrations.

MUNICH, June 10, 2026 /PRNewswire/ -- The biggest risk in a large data transformation isn't choosing the wrong starting point: it's choosing a path which can't be changed. Deciding between a greenfield or brownfield approach feels like a strategic milestone. In reality and proved in the recent Natuvion Transformation Study 2026, conducted by the data transformation specialist Natuvion and NTT Data Business Solutions, it is often the first mistake in planning a migration. All too often, it is assumed that transformations can be planned perfectly from day one. In reality, they rarely are. The uncomfortable truth is that plans are very likely to change during the migration process. According to the 2026 Transformation Study 71 percent of companies change their migration approach mid-project.

The Natuvion Transformation Study also shows that 44% of large-scale transformations in the USA take between one and two years. In that window, everything is in motion: business models shift, regulatory requirements evolve, data environments change, and internal priorities pivot.

When the original plan no longer holds, a rigid strategy becomes a liability. Nevertheless, many organizations start with a binary choice: from a US perspective Greenfield (start fresh) was chosen by 17% and Brownfield (lift and shift) by 39%, compared to the global results of 34% for Brownfield and 20% for Greenfield. While this deceptive clarity seems helpful at kickoff, it is a dangerous illusion. Neither approach is natively designed to adapt when missing data, legacy complexities, or new compliance rules appear twelve months into the roadmap.

"When a strategy is too stiff to bend, it breaks. This leads to slipped timelines, budget hemorrhaging, and stalled innovation. The failure isn't a result of poor execution; it is a result of a decision that was too rigid to account for the "moving target" of modern business", says Joanne Lang CEO of Natuvion Americas. "The defining factor of a successful transformation isn't the initial plan. It's the capability to adapt that plan without starting over. This is where Selective Data Transition changes the game. It isn't a compromise; it is a strategic capability that allows companies to change direction during the project, ensure that data remains safe, accessible, and compliant, no matter how the mission changes."

Three rules companies should keep in mind before planning a data migration:

  • Prioritize partners, not just paths: Never choose tools or partners that only support one methodology. If the setup isn't capable of meeting tomorrow's demands, the transformation is at risk from the very start.
  • The greenfield requirement: If starting from scratch, it must be possible to migrate existing data and processes as soon as they become relevant.
  • The brownfield requirement: When migrating data using the "lift-and-shift" method, the process must be carried out with surgical precision to exclude or restructure data without breaking the core.

"Transformation is not a static concept; it is a moving target. The "best" plan isn't the one that looks good on a slide deck today. It's the one that remains viable when reality shifts tomorrow. In 2026, the winners won't be those who committed to a single approach, but those who prioritized the flexibility to keep the lights on and the data moving, regardless of the obstacles", Patric Dahse CEO of Natuvion concluded.

The full 2026 IT Transformation Study will be published in June and can be pre-ordered for free on the Natuvion website at: https://www.natuvion.com/transformation-study-2026/

About Natuvion

Natuvion is a digital moving company that moves business-critical data and processes from one technology platform to another. Natuvion experts are called in when medium-sized and large enterprises want to modernize, optimize, separate, merge, or restructure their IT systems. With its exclusive expertise in technical transformation, Natuvion enables its customers to run their data and processes on the most modern and innovative technologies available. To support data transformations, Natuvion leverages its proprietary software solution, Natuvion DCS. Natuvion is a founding member of the SAP S/4HANA Selective Data Transition Engagement Community and has been part of NTT DATA Business Solutions AG, a leading global SAP consultancy, since 2022.

More information at www.natuvion.com

** This press release is distributed by PR Newswire through automated distribution system, for which the client assumes full responsibility. **

Natuvion study shows 71% of data transformations shift mid-project

Natuvion study shows 71% of data transformations shift mid-project

Natuvion study shows 71% of data transformations shift mid-project

Natuvion study shows 71% of data transformations shift mid-project

Natuvion study shows 71% of data transformations shift mid-project

Natuvion study shows 71% of data transformations shift mid-project

BERLIN, Sept. 5, 2026 /PRNewswire/ -- ToolDance, a technology company focused on intelligent desktop CNC solutions, officially unveiled its flagship product ToolDance X1 Smart Desktop CNC Mill at IFA 2026 in Berlin, Germany.

On the first day of the exhibition, ToolDance attracted significant attention from professional users, makers, and industry audiences with live demonstrations showcasing the complete workflow from preparation to finished parts. Learn more about the X1 Smart Desktop CNC Mill.

"What has been especially encouraging at IFA is seeing people watch the X1 turn raw material into a finished part and immediately start thinking about how they could use it in their own work," said Will Wang, Founder and CEO of ToolDance. "Our goal is to bring professional CNC capabilities to makers, engineers, and small businesses in a more accessible desktop format, while retaining the performance required for real manufacturing tasks."

ToolDance's participation in IFA 2026 reflects the company's commitment to making industrial-grade manufacturing capabilities more accessible in personal workspaces.

The X1 features a 1,500W permanent magnet synchronous motor (PMSM) spindle that maintains strong torque at lower spindle speeds for demanding roughing operations and reaches speeds of up to 24,000rpm for precise finishing. It delivers positioning repeatability of ±0.01mm.

Its three-axis work envelope measures 400 × 265 × 180mm, providing room for functional parts such as fixtures, molds, machine plates, and housings, as well as multi-part production in a single setup. Support for tool shanks up to 10mm expands the range of cutters available for heavier material removal and larger tools.

The X1 supports both dry machining and flood-coolant machining across a range of metals, wood, and engineering plastics. Continuous coolant flow helps control heat, clear chips, and support stable cutting in demanding metal applications. Its cast aluminum-alloy frame is reinforced along critical load paths to increase rigidity and reduce vibration, supporting stable machining, consistent accuracy, and clean surface finishes.

On the software side, ToolDance Studio, developed in-house by ToolDance, is designed to lower the barrier to CNC machining through a streamlined three-step workflow from model to finished part.

Its Design for Manufacturability (DFM) analysis checks geometry, tool access, stock, and machining constraints to help users identify potential issues before cutting begins. The Workholding Guidance System recommends workholding setups for each operation based on part geometry and machining parameters, with step-by-step visual guidance. Its image-to-model feature can also generate editable geometry from photographs or reference images.

A nine-tool automatic tool changer (ATC) automates tool changes across operations ranging from roughing and drilling to finishing, chamfering, threading, and engraving, reducing the need for manual tool changes during multi-operation jobs.

The X1 is also designed as an expandable platform. With the optional simultaneous four or five-axis module, it can machine complex parts, curved surfaces, and fine details in a single setup, reducing re-clamping while maintaining alignment and accuracy.

The ToolDance X1 will remain on display at Hall 17, Booth H17-205 at Messe Berlin from Sept. 4–8, 2026, with live machining demonstrations taking place throughout the event. The product is scheduled to launch on Kickstarter in October 2026.

For more information, visit: https://www.tooldance.ai

About ToolDance

ToolDance is a technology company focused on  smart desktop CNC solutions. With the vision of "Your Personal Factory," ToolDance integrates hardware, software, and automation to make industrial-grade manufacturing capabilities more accessible, helping makers, engineers, professionals, and small businesses turn ideas into physical products more efficiently.

Note: Please translate the content first and provide a preview. The photos will be provided on Sept. 4.

Media Contact: info@tooldance.ai

** This press release is distributed by PR Newswire through automated distribution system, for which the client assumes full responsibility. **

ToolDance Unveils X1 Smart Desktop CNC Mill at IFA 2026

ToolDance Unveils X1 Smart Desktop CNC Mill at IFA 2026

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