Timbr.ai

🎤 “LLM-Ready with Timbr” Yeah, it's Timbr on the mic, redefining your stack, Semantic in the middle, now your data fights back. No more JOIN chains, no more query stress, We model with meaning, yeah, we clean up the mess. Concepts and classes, relations that speak, SQL stays simple, results at their peak. Business meets logic in a language you know, Metrics reusable, performance on go. Governance tight, self-service in sight, From execs to devs, everyone’s right. But wait. Here come the LLMs on cue, They need real context, not a warehouse zoo. Timbr maps the chaos, connects the dots, Now prompts hit targets, no hallucinated thoughts. Graph-powered models, the knowledge runs deep, Ontologies awaken what your data can keep. From Fabric to Databricks, unified and clean, AI-ready data, like you’ve never seen. So plug in your prompts, watch the answers ignite, Timbr brings truth to the LLM’s sight. Enterprise data, now it’s got a voice. With Timbr in the stack, you made the right choice. 🔥 Timbr is an SQL ontology-based semantic layer that transforms data into smart knowledge graphs, enabling intuitive SQL querying, seamless collaboration, and faster insights. It supports context-aware natural language queries and powers enterprise-grade LLM applications. Timbr installs on-premises, in the cloud, or in hybrid environments, connecting directly to one or more data sources without moving or transforming data. Its virtual semantic layer abstracts physical tables into a unified model of business concepts, relationships, and hierarchies. This logical view decouples data structure from storage, allowing users to interact with complex, distributed data as a single, well-organized source. Timbr incorporates a built-in virtualization and caching engine, supports any SQL-conversant source, and integrates with BI tools, APIs, and AI pipelines - including LangChain, LangGraph, and RagGraph - delivering scalable, secure, and governed data products across the enterprise.