The Liferay database upgrade process has been enhanced with automated database repair routines to improve the speed and reliability of DXP upgrades.

During the upgrade process, these routines automatically identify and correct common database inconsistencies or missing references.

These repair routines are targeted at known issues with data structures only, keeping your critical data content safe. Details of these repair processes are provided for review in the Liferay Upgrade Report after a database upgrade completes.

Key Benefits:

• Faster upgrades

• Minimize risks for current and future upgrades

• Automates data maintenance

An MCP Server acts as a bridge between your solution and AI models. For us, the new Liferay DXP MCP Server exposes our Headless APIs through a standardized interface that LLMs can understand and interact with allowing them both to retrieve information, but also interact with Liferay DXP to create or update different types of entities.

Key Benefits:

• MCP is a standard protocol that allows users to integrate easily Liferay DXP to any compatible AI ( like ChatGPT, Gemini, Github Copilot, etc ), reducing implementation and maintenance costs.

• Because MCP defines a standard protocol, AI models can reliably query, call functions, and retrieve data in structured ways (JSON schemas, typed responses, etc.).

• Leveraging the Headless APIs in the MCP server, we ensure that our permission system enforces that LLMs access only the information the user making queries can access.

これで、特定の行動に基づいて、より詳細な顧客セグメントを作成できるようになりました。セグメンテーション機能を拡張し、標準的なウェブサイト活動だけでなく、カスタムイベントを含むオーディエンスのセグメンテーションが可能になりました。

この機能により、カスタムフィールドに基づくきめ細かな製品フィルタリングが可能になり、管理者/実務者の効率とユーザーエクスペリエンスが向上し、探しているものを簡単に見つけることができます。