{"slug": "the-five-requirements-your-data-platform-needs-and-why-it-is-probably-failing", "title": "The Five Requirements Your Data Platform Needs, And Why It Is Probably Failing", "summary": "A recent report finds that 97% of organizations deliver data products, but only 25% use structured programs, highlighting a critical disconnect. To scale AI effectively, data platforms must meet five key requirements, according to the report.", "body_md": "# The Five Requirements Your Data Platform Needs, And Why It Is Probably Failing\n\nBy Susan Laine, Brand ContributorSource:\n\n[Forbes Innovation](https://www.forbes.com/innovation/)A recent report highlights a critical disconnect: 97% of organizations deliver data products, but only 25% use structured programs. To effectively scale AI, five requirements are paramount.\n\nGet AI news in your inbox\n\nDaily digest of what matters in AI.", "url": "https://wpnews.pro/news/the-five-requirements-your-data-platform-needs-and-why-it-is-probably-failing", "canonical_source": "https://www.machinebrief.com/news/the-five-requirements-your-data-platform-needs-and-why-it-is-mcb9", "published_at": "2026-07-31 18:36:29+00:00", "updated_at": "2026-07-31 19:32:43.289282+00:00", "lang": "en", "topics": ["artificial-intelligence", "ai-infrastructure"], "entities": ["Forbes"], "alternates": {"html": "https://wpnews.pro/news/the-five-requirements-your-data-platform-needs-and-why-it-is-probably-failing", "markdown": "https://wpnews.pro/news/the-five-requirements-your-data-platform-needs-and-why-it-is-probably-failing.md", "text": "https://wpnews.pro/news/the-five-requirements-your-data-platform-needs-and-why-it-is-probably-failing.txt", "jsonld": "https://wpnews.pro/news/the-five-requirements-your-data-platform-needs-and-why-it-is-probably-failing.jsonld"}}