DBRX

5 use cases using this technology

5published use cases

3industries

1countries on record

Document Intelligence

top AI capability

Evidence mix: High 5 · Medium 0 · Low 0 — bands are computed from each record's evidence signals.

Industry

Country

5 use cases

EducationLarge Language ModelsDocument Intelligence

North Dakota University System builds a GenAI 'Policy Assistant' on Databricks for instant policy search

The North Dakota University System (NDUS) used the Databricks Data + AI Platform with Llama 2/DBRX, Foundation Model APIs, Unity Catalog and AI Search to build 'Policy Assistant,' a GenAI application that synthesizes over 3,000 public policy PDFs so staff can query regulations in plain English and get answers with page references and links in seconds instead of hours. The system cut NDUS's time to bring new data insights to market from one year to six months, 10-20x faster than manual policy search.

North Dakota University SystemLlama 2 · DBRX · Foundation Model APIs +4

HealthcareLarge Language ModelsDocument IntelligenceFraud & Anomaly Detection

Orizon fine-tunes GenAI models on Databricks to automate 63% of healthcare fraud-detection code documentation

Orizon, a Brazilian health tech fraud-detection company managing 40,000+ medical billing rules, fine-tuned Llama2-code and DBRX models on Databricks using MLflow and Model Serving, and embedded the resulting LLM chatbot into Microsoft Teams via Unity-Catalog-governed data, so business users could get instant rule explanations instead of waiting on C++ developers. The system now automates 63% of documentation workflows, cut documentation time to under five minutes, freed up 1.5 developers, and is estimated to add 1 billion BRL in productivity.

Orizon· BrazilDelta Lake · MLflow · Databricks Model Serving +5

Technology & SoftwareRetrieval-Augmented GenerationLarge Language Models

Circuitry.ai builds RAG chatbots on Databricks to give manufacturers' customers decision intelligence

Circuitry.ai used Delta Lake, Unity Catalog, MLflow and Model Serving on Databricks to build customer-specific retrieval augmented generation chatbots, powered by Llama and DBRX, that let manufacturers of complex products like heavy equipment and automotive parts query proprietary product documentation instead of searching large PDF manuals. The RAG-powered Decision AIdvisor tool cut the time customers spend searching for information by 60-70%.

Circuitry.aiDelta Lake · Unity Catalog · MLflow +3

Technology & SoftwareGenerative AIRetrieval-Augmented GenerationDocument Intelligence

Altana builds compound GenAI systems on Databricks to classify goods for global trade compliance

Altana, a value chain management platform, combined custom deep learning models, RAG-based fine-tuned agent workflows and RLHF on the Databricks Data + AI Platform to generate tax and tariff classifications and legal justifications for cross-border goods, and to enrich its global supply chain knowledge graph. Using MLflow, Model Serving, Delta Lake and Unity Catalog, Altana now trains and deploys GenAI models 20x faster and achieved 20-50% better model performance across its most demanding workloads.

AltanaDelta Lake · Unity Catalog · MLflow +5

HealthcareGenerative AIRetrieval-Augmented Generation

Accolade creates seamless healthcare experiences with a RAG solution on Databricks

Healthcare technology company Accolade consolidated fragmented data from AWS Redshift and Snowflake into a Databricks lakehouse with Unity Catalog and built a RAG solution using the open-source DBRX model via Agent Bricks Custom Agents to help internal teams quickly and accurately answer complex member inquiries.

AccoladeDatabricks Data + AI Platform · Unity Catalog · Agent Bricks +3