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Reliable content everywhere. Structured, consistent, LLM-ready.

Keep your current systems. Content Engineering Layer (CEL) analyzes your content, detects inconsistencies, enforces structure, automates translations, and syncs back clean, consistent, AI-ready content to every tool your organization depends on.
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Engineer DAM, PIM, CMS and KMS to an unified Content stream

More than 5000+ users

Why intelligent and unified content is mission-critical in 2026

Content volume is exploding, while ownership is fragmented. Every system becomes its own mini-universe of truth, introducing contradictions and errors. This erodes trust, drains efficiency, and makes AI output unreliable no matter how advanced your tooling is.

Gartner warns that content without intelligent coordination will become one of the biggest CX failures in the coming years:

By 2027, 40% of organizations will fail to deliver impactful digital CX due to a lack of AI-driven intelligent content coordination and content operations strategy.

AI intensifies this problem. Content is no longer just displayed; it’s interpreted, extracted, and remixed in contexts you don’t control. If your content system delivers five different versions of a product fact, an AI delivers confusion. And confusion kills trust.

In short: the foundation is broken. Without unified, structured, consistent, machine-readable content. AI will hallucinate, personalization will fail, and customer trust will collapse.


Julia our Project Manager

How we turn chaos into consistency across your systems

Your stack stays. The silos don’t. We connect to every system that stores or publishes customer-facing content - CMS, DAM, PIM, CRM, knowledge bases, shared drives and databases - and continuously ingest it into a unified Master Content Model.

 

From there, the Content Engineering Layer (CEL) does the heavy lifting:

  1. Extract everything. We synchronize all content and metadata into one governed Master Content Model without replacing any of your existing applications.
  2. Make content intelligent. Our Content Analysis Service detects inconsistencies, duplicates and outdated truths. It automates translations, enriches metadata and applies the right structure and markup, so your content becomes machine-readable, LLM-ready and future-proof.
  3. Govern centrally, improve everywhere. Content owners get one place to resolve issues, apply changes, and maintain alignment across brands, channels, and languages. No more chasing edits across systems or teams.
  4. Send clean content back to “dumb” systems. Every improvement, fix and structural upgrade flows back into your existing tools, mapped to what each system can understand and store.

Your stack stays. Your content becomes radically smarter.