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Manila Times Business

Natuvion IT Transformation Study: data quality is a key success factor for enterprise AI

Natuvion explains why companies need to rethink their SAP S/4HANA transformation and outlines the five strategic questions IT leaders should have answers to right now. WALLDORF, Germany, Sept. 22, 2026 /PRNewswire/ -- The new 2026 Transformation Study by Natuvion and NTT Data Business Solutions shows that a transformation to SAP S/4HANA is far more than just a technological upgrade. It lays out the operational foundation for enterprise AI, process automation, and continuous digital innovation. H

Context & Analysis

Enterprise software has become the plumbing of corporate AI, and that distinction matters for Philippine businesses. SAP S/4HANA is not merely a faster or cloud-ready ERP suite; it is where finance, procurement, inventory, sales, and production data converge. When companies migrate to it, they are deciding how reliable their digital record-keeping will be in an era when machine-learning models, automated workflows, and customer-facing chatbots depend on consistent inputs. A weak data foundation can quietly undermine AI projects before any visible failure appears: forecasts drift, inventory positions misalign, financial close slows, and customer recommendations become unreliable.

For local firms, the issue is especially relevant because many are modernizing operations while expanding into regional markets or serving global customers. Manufacturing, retail, logistics, banking, insurance, and BPO companies all rely on ERP systems to coordinate complex transactions. If master data is fragmented across spreadsheets, legacy modules, and disconnected departments, AI use cases tend to stall at the pilot stage. Philippine businesses also operate under stronger expectations for data governance and privacy compliance. The Data Privacy Act continues to raise the stakes for how personal and operational information is handled, especially when companies move workloads to cloud platforms or introduce automated decision-making. Boards and regulators are likely to pay more attention to whether AI initiatives have clear ownership, audit trails, and internal controls, particularly in listed companies and financial institutions.

The consumer impact may seem indirect but is real: better data quality can translate into more accurate pricing, fewer stockouts, faster service recovery, and smoother digital transactions. Conversely, rushed migrations that treat AI as an add-on can create operational surprises, from billing errors to compliance gaps. What to watch next is whether Philippine IT leaders approach S/4HANA migration as a data-governance exercise rather than a routine system replacement. The companies likely to gain the most will pair the upgrade with process redesign, vendor collaboration, cybersecurity safeguards, and clear accountability for data accuracy. In other words, the competitive question is not whether firms can deploy AI tools, but whether their core systems are clean enough to make those tools trustworthy.

Analysis by IJE Software — original commentary on the story above.

This is an excerpt. Read the full article at the original source:

Source: manilatimes.net

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