Knowledge Graphs & Ontologien.

Most BI requests take days or weeks. With d.AP, every employee has their own “personal Data Analyst.” Ask business questions in plain language and get trustworthy results in seconds. No SQL, no BI backlog, no waiting. Every answer is executed as a grounded graph query on our ontology-driven Knowledge Graph, ensuring precision, context, and explainability. This is Natural Language BI that works - fast, reliable and at scale.

Enterprises spend millions trying to integrate data across fragmented systems. d.AP solves this with a federated Knowledge Graph that serves as a scalable Semantic Layer. ERP, CRM, MES, SCM, IoT, and any other system are instantly connected without moving data. Our ontology-grounded integration makes information accessible in real time - powering analytics, AI, and operations with consistent, trusted context. No heavy ETL. No duplication. Just live, connected data.

Data only creates value when it drives action. With d.AP, answers generated by the LLM flow directly into living dashboards - no manual data modeling or complex setup required. Results can be reused across teams, explored through our ontology-based Graph Explorer, and seamlessly passed into any other business application. Instead of spending time on the technical and methodological steps of data analytics, your teams can focus on what really matters: interpreting results and making better business decisions, faster.

Security and compliance are non-negotiable. d.AP integrates with enterprise-grade IAM to ensure fine-grained, role-based access to data across all connected systems. Each query, answer, and workflow is fully auditable and explainable. Natural Language BI stays secure and compliant, so business teams gain freedom without risk and IT retains full control.

Every AI interaction is grounded in your business logic, traceable to source data, and explainable end-to-end.
Generic LLMs hallucinate and can’t be trusted with enterprise decisions. d.AP fixes this with LLM grounding on your ontology-driven Knowledge Graph. Every response is tied back to your own data, domain logic, and source systems. The result: traceable, explainable, verifiable answers. This is AI that not only speaks your business language but also earns your trust - built for mission-critical use cases.

Analytics teams are the biggest bottleneck in most enterprises. Business users wait weeks, while companies spend millions on training programs for SQL and data skills. d.AP changes this: every employee gets their own “personal Data Analyst,” instantly answering questions without technical know-how. This multiplies analytics capacity without multiplying headcount. Reduce project costs by up to 70% and free experts to focus on innovation, not ad-hoc requests.