Delta Sharing

Databricks and the Linux Foundation developed Delta Sharing to provide the first open source approach to data sharing across data, analytics and AI, letting customers share live data across platforms, clouds and regions with strong security and governance. Delta Sharing has since evolved into OpenSharing, a vendor-neutral protocol for securely sharing AI assets, including Agent Skills, AI models, and unstructured data.

Official product page

14published use cases

7industries

2countries on record

Predictive Analytics

top AI capability

Evidence mix: High 14 · Medium 0 · Low 0 — bands are computed from each record's evidence signals.

Industry

Country

14 use cases

HealthcarePredictive AnalyticsRecommendation & Personalization

Tata 1mg expands healthcare accessibility across India with Databricks

Indian healthcare company Tata 1mg migrated from a legacy data warehouse to the Databricks Data + AI Platform with Unity Catalog and Delta Lake, reducing ETL costs by 50% and enabling over 1,000 non-data business users to access insights for location analytics, delivery route optimization and predictive maintenance.

Tata 1mg· IndiaDelta Lake · Delta Sharing · Spark Declarative Pipelines +1

AgriculturePredictive Analytics

UPL optimizes supply chain operations with demand forecasting on Databricks

Global agriculture company UPL unified internal and third-party data sources (SAP, Salesforce, IoT, weather) on the Databricks Data + AI Platform with Unity Catalog to build a demand forecasting model that reduces product spoilage and supports AI-driven crop management and pest control across 20 countries.

UPLDatabricks SQL · Delta Lake · Delta Sharing +2

Technology & SoftwarePredictive AnalyticsRecommendation & Personalization

Turning audience insights into revenue gains

Sovrn unified Commerce and Ad Exchange data on the Databricks Data + AI Platform with Unity Catalog governance across 30+ AWS accounts, powering AI-driven audience targeting and traffic shaping that increased publisher yield by 30%, cut infrastructure costs 70% and made data pipelines 5x faster.

SovrnDatabricks Data + AI Platform · Unity Catalog · Delta Lake +2

Financial ServicesConversational AI

Connecting the global investment ecosystem

Addepar adopted the Databricks Data + AI Platform to centralize disparate datasets, streamline workflows and leverage advanced AI capabilities at scale for a platform managing more than $7 trillion in assets, reducing pipeline development times by 3-5x, accelerating client onboarding, and cutting infrastructure costs by 32%, saving $2 million annually.

Addepar, a global technology and data company connecting the investment ecosystemAgent Bricks · Databricks SQL · Delta Lake +3

HealthcarePredictive AnalyticsDocument Intelligence

Automating 100K+ Medical Codes for Faster Reimbursement

CodaMetrix's AI-powered Contextual Coding Automation Platform, CMX CARE, automatically translates clinical documentation into billable medical codes, processing over 300K patient encounters daily on the Databricks Data + AI Platform. The company reduced manual coding by 70%, cut coding-related denials by 60%, improved operational efficiency by 40%, and lowered AWS compute costs by 30%.

CodaMetrixDatabricks · Delta Lake · Unity Catalog +6

Financial ServicesGenerative AIMachine Learning

Transforming the Banking Experience with AI

IndusInd Bank migrated to the Databricks Data + AI Platform to build a unified enterprise data platform integrating 1.5 petabytes of data across 44 business areas. Data insight delivery accelerated from 30 hours to 45 minutes or less, the platform supports over 1,200 reports and dashboards, and the enterprise-wide migration was completed in 15 months versus an originally scoped 2.5 years.

IndusInd BankDatabricks · Delta Lake · MLflow +8

Technology & SoftwareMachine Learning

Modernizing Customer Engagement With Databricks and Uniphore

LastPass partnered with Databricks and Uniphore to transform their marketing data foundation, unifying web, CRM and behavioral signals into a composable CDP. Within six months, LastPass activated audience targeting, trialist reactivation and improved suppression lists, achieving a 66% reduction in paid social purchase cost per acquisition and 50% reduction in trial cost per acquisition.

LastPassDatabricks · Uniphore · Delta Sharing

ManufacturingGenerative AIAgentic AI

Corning Accelerates Innovation with GenAI

Corning, a global leader in glass and ceramics, leverages the Databricks Data + AI Platform to improve manufacturing processes and product quality with advanced analytics and machine learning. Corning uses GenAI-powered chatbots and the Databricks Agent Framework to make hundreds of thousands of internal documents instantly accessible, with MLflow and model serving accelerating data scientist workflows by weeks or months.

CorningDatabricks · MLflow · Delta Sharing

Financial ServicesPredictive AnalyticsAgentic AIGenerative AI

Turning Payments Risk Into a Growth Enabler

Envisso uses the Databricks Data + AI Platform to power its AI-powered merchant risk monitoring and payments insurance platform, unifying merchant, transaction and dispute data with Unity Catalog and Lakeflow Jobs. The company reduced merchant onboarding from weeks to a single day and doubled its customer base without doubling its ~15-person engineering team.

EnvissoDatabricks · Unity Catalog · Lakeflow +4

Technology & SoftwarePredictive AnalyticsConversational AI

HP Indigo Boosts Manufacturing Yield and Traceability with Databricks and Unity Catalog

HP Indigo migrated more than 3,500 data volumes (~10 terabytes) of disparate ERP, manufacturing and field data, previously tracked manually across spreadsheets and legacy systems, onto Databricks and Unity Catalog. Unity Catalog's built-in data lineage reduced consumable traceability time from two to three days down to about one hour. HP Indigo also built a prediction model on Databricks to optimize manufacturing parameters for one of its parts, increasing yield from 60% to 92%. Databricks AI/BI Genie provides natural-language, self-service data access for business users, replacing ad hoc requests to technical teams.

HP IndigoUnity Catalog · Databricks AI/BI Genie · Lakehouse Federation +1

Technology & SoftwarePredictive Analytics

Transforming Weather Forecasting with Lakeflow Jobs

AccuWeather migrated from on-premises infrastructure to Databricks and Lakeflow Jobs, working with Datadog for observability, to unify diverse weather data formats and orchestrate 4,500+ weekly jobs. Lakeflow Jobs coordinates the ingestion of multiple weather models, triggers machine learning processes that weight and blend different forecasts, and manages complex job dependencies for reinforcement training workflows used in AccuWeather's proprietary forecasting engine. AccuWeather reports 3x faster dataset development (three months to one month per dataset), a 50% reduction in unactionable alerts, and 50% cost savings on serverless job usage.

AccuWeatherLakeflow Jobs · Delta Sharing · Datadog

EnergyMachine LearningAI Model Development & MLOps

A Journey Towards Unified Data Governance at bp

bp implemented Databricks Unity Catalog to unify data governance across data previously spread across disparate systems, migrating over 270 Databricks workspaces from two separate data hub platforms and 15 standalone instances, serving 10,000+ users across Finance ERP, Customer and Products, Production and Operations, and Enterprise business entities. The migration, run in four phased quarters, delivered centralized governance, granular row/column-level access control, and automated column-level data lineage and audit logs. bp expects the consolidation to save nearly $1 million annually plus roughly $4,000 weekly by eliminating manual Overwatch job management, and the migration unlocked Delta Sharing, SQL Serverless Warehouses, and further AI features like model serving and fine-tuning.

bpDatabricks Unity Catalog · Delta Sharing · SQL Serverless Warehouses +2

Travel & HospitalityMachine Learning

NOL UNIVERSE builds unified data lakehouse with Databricks, cutting batch computing costs by 77%

NOL UNIVERSE, a Korean travel, leisure, and culture platform operating the NOL, NOL Interpark Tours, and NOL Tickets brands, migrated approximately 2,500 Hive-based queries and its Apache Airflow/NiFi pipelines to the Databricks Platform, consolidating disparate BI tools into a single environment and giving each business domain a self-service analytics environment governed by Unity Catalog. The customer service team also used Databricks machine learning to automate categorization of CS consultation history. The migration was completed in two months, reducing time to complete batch aggregation by 66%, decreasing batch computing costs by 77%, and increasing data availability time by 27%.

NOL UNIVERSE· South KoreaDatabricks SQL · Delta Sharing · Unity Catalog

ManufacturingPredictive AnalyticsMachine LearningAgentic AI

TK Elevator: Moving Beyond with Data + AI Driven Service Intelligence

TK Elevator (TKE), one of the world's largest providers of elevators, escalators and vertical transportation systems, adopted the Databricks Platform to unify and process more than 500 million IoT telemetry events daily from connected elevators across 30+ countries, moving from reactive to predictive maintenance. TKE's MAX platform generates predictive insights that feed actionable guidance to field technicians via its Digital Operations Center (DOC), which generates 30,000-40,000 tickets annually and has reduced technician troubleshooting time on call-backs and unplanned shutdowns by up to 20%. The platform scaled from 3 to over 40 markets (10x expansion), cut data pipeline delivery from months to weeks, and reduced data sharing time with internal/external consumers from three months to three days (90% reduction). TKE uses Delta Lake, Delta Sharing, Lakeflow, Unity Catalog, Databricks Assistant, MLflow, AI Gateway, Vector Search and Model Serving, and is exploring agentic AI to combine technical, service and commercial context in real time.

TK ElevatorDelta Lake · Delta Sharing · Lakeflow +6