dAi Pro – AI with Your Knowledge as a TYPO3 extension or stand-alone

For companies, public authorities and organisations that want to make their own knowledge usable through AI – without a project lasting months and without data migration

Anyone looking to build an AI solution based on their own knowledge today usually faces a development project: vector database, embeddings, grounding, rights management, cost control. With dAi Pro, this is already solved. The platform masters both proven response strategies and automatically selects the appropriate one:

• Retrieval-Augmented Generation (RAG). For large knowledge repositories: semantic vector search finds the relevant passages, and the language model responds exclusively from these – transparently and with source references.
• Context-Augmented Generation (CAG). For compact, clearly delimited knowledge bases: the entire knowledge is passed along as cached context – particularly fast and precise responses without the detour of a search.
• Automatic selection. A classifier decides per question which strategy applies – can be enforced manually if you want to be certain.

Document-level selection instead of a black box – and answers drawn solely from your knowledge

An AI is only as trustworthy as the control you have over it. dAi Pro makes this control a founding principle:

• Document-level activation. Each document can be individually enabled, excluded or re-indexed – you can see at any time which content is available to the AI.
• Strict grounding. The AI states no facts, figures or prices that are not in the knowledge base – and openly says when information is missing. Links in answers are technically validated against pages that actually exist.
• Off-topic protection. Questions outside the subject matter are politely declined; the threshold can be adjusted per collection.
• Prompt injection protection. Attempts to reprogram the assistant or extract internal instructions come to nothing.
• Query log. Which questions were asked, what was answered, which strategy and sources were used – the basis for continuous improvement.
• Costs in euros. Every AI call is logged and, using the stored model prices, reported in euros on a daily basis – per collection, per day, exportable.

dAi Pro handles everything on its own. And you can view, verify and correct every result.

Most AI projects don't fail at the start, but at maintenance: content changes, and the AI becomes outdated. That is why dAi Pro is designed for autonomous operation – everything recurring runs as a background job, entirely without manual intervention:

• Automatic indexing. Websites, files and connected sources are read in on a schedule – new content appears in the knowledge base on its own.
• Intelligent updates. dAi Pro detects what has changed and reprocesses only that.
• Autonomous processing. An AI agent makes even difficult content queryable: text recognition for scans and images, table comprehension, clean sorting by topic.
• Automatic answer strategy. For each question, dAi Pro decides on its own whether RAG or CAG delivers the better answer.

Autonomous does not mean a black box here – quite the opposite. Everything dAi Pro handles automatically is laid open before you:

• Every result viewable. For each document, you see what dAi Pro read from it – page by page, in plain text.
• Every result correctable. Extracted content can be edited, supplemented or reprocessed directly in the editor – your correction counts.
• Document-level release. Activate or exclude each document individually; you decide at any time what the AI knows.
• Full transparency in operation. Every job runs with live status, errors are reported rather than swallowed; the query log shows what was asked and answered.

In short: You decide how much you leave to dAi Pro – from autopilot to manual work. Most of the time, you will simply be watching.

Open to Your Systems — and to Requirements Yet to Come

dAi Pro is a platform, not a closed product. Whatever is still missing today, we will build in for you:

• REST API with OpenAPI specification. The token-authenticated management API controls everything — collections, data sources, documents, chat, users, configurations. Ideal for your own frontends, apps and automations.
• Embeddable widget. Chat widget for any website — a single script tag, CSP-safe, without external CDNs. Public chat and search endpoints with real-time streaming for headless scenarios.
• External functions (tools). The assistant can trigger defined actions — for example, retrieving data from a third-party system — with permission control over which tools a collection may use.
• Specialist routing. Questions on specialized topics are automatically handed over to a suitable subject-matter collection and returned as soon as the topic changes.
• Custom connectors. Your specialized application, your industry system, your data format: we develop tailor-made data sources and extensions — all from a single source, by the makers of the platform.

By default, dAi Pro relies on European language models (Mistral, EU hosting) – without any US Cloud Act risk. Only the passages required for each response are sent to the AI providers, never the entire knowledge base. Your data remains on your server, and the usage log makes every AI call traceable. Learn more on our GDPR-compliant AI page.