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Title
Transforming supply chain data into real-time intelligence with GenAI
…Demo Login Contact Us Try Databricks Customer Stories / Accuris CUSTOMER STORY Transforming supply chain data into real-time intelligence with GenAI 10x Faster development velocity from vision to customer-facing features 40M+ Re…
Description
Accuris built a GenAI-powered engineering assistant on the Databricks Data + AI Platform, using RAG, AI Search, MLflow and Model Serving to index over 40 million records across 1 billion+ parts, achieving a 10x increase in development velocity from concept to customer-facing feature.
…ends in AI-driven sourcing, supply chain resilience and digital transformation, Accuris partnered with Databricks to build a GenAI-powered engineering assistant to accelerate decision-making and deliver actionable insights at scale. Unlocking reliable parts sourcing in a fragmented data landscape Accuris overse…
Company
Accuris
…rity and Trust Ready to get started? Get a Demo Login Contact Us Try Databricks Customer Stories / Accuris CUSTOMER STORY Transforming supply chain data into real-time intelligence with…
Industry
Technology & Software
…with real-world engineering and supply chain workflows. Share this post Details Industry : Technology and Software Use Case : Artificial Intelligence , Data Engineering , Governance and Security…
Problem
Accuris's catalog of electronic components, enriched with structured and unstructured parametric data, environmental attributes, pricing and documentation, was so voluminous and varied that generating AI-ready insights at scale was difficult; early traditional ML approaches required labor-intensive feature engineering, delivered inconsistent model performance, and demanded heavy compute and technical expertise, while sourcing teams needed faster, more accurate ways to identify alternate parts and reduce supply chain risk.
…ghts at scale. Unlocking reliable parts sourcing in a fragmented data landscape Accuris oversees one of the world’s most extensive catalogs of electronic components, each component is enriched with structured and unstructured data such as parametric data, environmental attributes, pricing and supporting documentation. This data’s sheer volume and variety made it challenging to generate AI-ready insights at scale. Early efforts using traditional machine learning approaches introduced familiar limitations: labor-intensive feature engineering, inconsistent model performance and high demands on compute resources and technical expertise. The business need became clear as sourcing teams demanded faster, more accurate ways to identify alternate parts and re…
Excerpt shortened for public display.
Solution
Accuris moved to the Databricks Data + AI Platform to build a GenAI-powered engineering assistant, using Unity Catalog to govern structured and unstructured data, Delta Lake and Spark Declarative Pipelines for reliable pipelines, managed MLflow for model development and tracking, and the Databricks suite of Agent Framework, AI Search and Model Serving for retrieval-augmented generation and real-time, domain-specific decision-making.
…h. Unifying data ingestion and transformation with Delta Lake and Unity Catalog With Databricks, Accuris could integrate and govern vast amounts of structured and unstructured data using Unity Catalog , ensuring secure access and compliance across teams and customers. Delta Lake and Spark Declarative Pipelines brought reliability and scalability to data pipelines, while managed MLflow enabled rapid model development, evaluation and tracking. “Databricks unified our ingestion, transformation and RAG-based workflows. Our…
…ntegration and governed access to our content and customer data,” Lammers said. The Databricks suite — comprising Agent Framework , AI Search , MLflow and Model Serving — empowered Accuris to deliver real-time, domain-specific decision-making. The Accuris AI assistant leverages these tools to provide agentic, traceable re…
Business value
Accuris achieved a 10x increase in speed from concept to delivery, indexed over 40 million records for rapid semantic AI Search, and manages more than 1 billion parts across structured and unstructured data sources through its GenAI-powered engineering assistant, currently in early access with customers.
…y is already clear. Thanks to streamlined MLflow-based evaluation and tracking, the company has achieved a 10x increase in speed from concept to delivery. This rapid iteration cycle has allowed Accuris to continuously refine their Gen…
…h GenAI 10x Faster development velocity from vision to customer-facing features 40M+ Records indexed for rapid, semantic AI Search 1B+ Parts managed across structured and unstructured data sources Accuris delivers mission-critical intelligence to engineers and supply chain pr…
Technology
Agent Bricks, Delta Lake, Lakeflow Jobs, Spark Declarative Pipelines, Unity Catalog
…, Data Engineering , Governance and Security , Data + AI Platform Cloud : Azure Product : Agent Bricks , Delta Lake , Lakeflow Jobs , Spark Declarative Pipelines , Unity Catalog Ready to get started? Try Databricks for free Talk to an expert Why Databricks…
Headline outcome
…MER STORY Transforming supply chain data into real-time intelligence with GenAI 10x Faster development velocity from vision to customer-facing features 40M+ Records indexed for rapid, semantic AI Search 1B+ Parts managed across str…
Use case type
Knowledge search
…h GenAI 10x Faster development velocity from vision to customer-facing features 40M+ Records indexed for rapid, semantic AI Search 1B+ Parts managed across structured and unstructured data sources Accuris deliv…
AI capabilities
Retrieval-Augmented Generation, Generative AI
…ify fragmented data, enable intelligent recommendations and scale with agility. While exploring retrieval augmented generation (RAG) to enhance discovery and search functionality, the team found existing vendor solutions lacked the scalability and intelligen…
Deployment model
Cloud
…Intelligence , Data Engineering , Governance and Security , Data + AI Platform Cloud : Azure Product : Agent Bricks , Delta Lake , Lakeflow Jobs , Spark Declarative Pipelin…
Deployment options
cloud
…Intelligence , Data Engineering , Governance and Security , Data + AI Platform Cloud : Azure Product : Agent Bricks , Delta Lake , Lakeflow Jobs , Spark Declarative Pipelin…
