Lakeflow Connect

6 use cases using this technology

6published use cases

6industries

2countries on record

Predictive Analytics

top AI capability

Evidence mix: High 6 · Medium 0 · Low 0 — bands are computed from each record's evidence signals.

Industry

Country

6 use cases

EnergyPredictive Analytics

Italgas Embeds Agent Bricks Machine Learning and Genie Natural-Language Queries into Gas Distribution Operations

Italgas unified its siloed gas-distribution data systems on the Databricks Data + AI Platform, using Delta Lake, Unity Catalog and Databricks SQL to process 1TB of data daily and give 80% of employees self-service AI/BI Dashboards, cutting platform costs by 70% and workload costs by 73% versus its prior Azure Synapse setup. Italgas plans to embed the Genie Conversation API into its DEVA meter-management and DANA control-room systems for natural-language queries.

Italgas· ItalyDatabricks SQL · Delta Lake · Unity Catalog +4

LogisticsPredictive Analytics

Grip predicts shipping delivery success to recommend optimal logistics

Grip helps e-commerce companies ship perishable goods (meal kits, frozen food, flowers, pet food) by processing hundreds of thousands of monthly orders plus shipment tracking, weather and customer feedback data on the Databricks Data + AI Platform to predict the probability of delivery success and dynamically recommend the best carrier, insulation, packaging and shipping logistics. Grip builds machine learning models and data engineering pipelines end-to-end on Databricks; customers using its recommendations see a 25% reduction in damage rates and a 30% reduction in shipping costs.

GripDatabricks SQL · Delta Lake · Lakeflow Connect +1

RetailRecommendation & PersonalizationPredictive Analytics

Ahold Delhaize trains ML models for personalization and inventory forecasting across brands

Ahold Delhaize, one of the world's largest food retail groups (7,452+ stores across multiple countries), built a self-service data platform on Databricks Lakeflow Jobs and Auto Loader that lets data engineers across its brands build pipelines for AI/ML needs. Etos uses the platform for machine learning and model training for personalization and inventory forecasting; Albert Heijn's ML engineering team uses Lakeflow Jobs to orchestrate feature engineering and continuous ML model training/retraining pipelines. The platform runs about 1,165 data ingestion jobs daily, cut deployment time 4.5x (1.5 hours to 20 minutes), and reduced costs by 50% through cluster reuse.

Ahold DelhaizeLakeflow Connect · Lakeflow Jobs · Spark Declarative Pipelines +3

Government & Public SectorIntelligent Automation

GovTech unlocks data insights to improve nationwide services with Databricks

Singapore's Government Technology Agency (GovTech) migrated from an on-premises dashboarding system to the Databricks Data + AI Platform on AWS with Unity Catalog and Delta Lake, cutting dashboard creation time from 90 to 30 days, democratizing data across 50% of corporate divisions in the first year, and saving 8,000 labor hours annually.

GovTech· SingaporeDelta Lake · Lakeflow Connect · Lakeflow Jobs +1

Technology & SoftwareAgentic AI

From Data Chaos to a Trust Score for Every Table

Databricks' own internal Data Platform team rebuilt data governance across its internal lakehouse of more than 100,000 tables spanning engineering, go-to-market, HR, finance and product telemetry, using Unity Catalog to move from inconsistent, team-by-team access patterns to automatic, measurable governance. The team built a universal classification model tagging every table by sensitivity and domain, an internal system called Fortress enforcing purpose-bound, time-limited access via Unity Catalog's security APIs, and a continuous Data Governance Score (0-100) per dataset covering documentation, reliability and governance, propagated automatically through data lineage. The resulting governance layer now underpins AI agents used across every function at Databricks, from engineering to finance to facilities, letting teams check a dataset's governance score before using it to train a model instead of running manual reviews.

DatabricksUnity Catalog · Lakeflow Connect · Databricks Apps +3

ManufacturingPredictive Analytics

Trackunit Builds IrisX on Databricks, Giving Construction Customers 5x Faster Time-to-Market

Construction telematics company Trackunit unified previously siloed Finance, Engineering and RevOps data (6 million connected machines, 3 billion data points processed daily) onto the Databricks Data + AI Platform, then exposed that capability to customers through its IrisX platform. OEMs, rental and construction companies building on IrisX see 5x faster time-to-market than building their own data architecture, and Trackunit is extending the platform toward predictive maintenance using Databricks Genie and Agent Bricks.

TrackunitDatabricks Data + AI Platform · Unity Catalog · AI/BI +3