Databricks Apps

Databricks Apps is the fastest and most secure way to build data and AI applications on the Databricks Data + AI Platform. Developers can create applications using popular frameworks such as Dash, Gradio and Streamlit, running on automatically provisioned serverless compute with granular access controls, automatically managed service principals, and automatic user authentication via OIDC/OAuth 2.0 and SSO, plus Unity Catalog integration for data governance.

Official product page

5published use cases

5industries

1countries on record

Conversational AI

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

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

RetailComputer VisionGenerative AILarge Language Models

Furniture.com Transforms Online Search with Databricks

Furniture.com unifies over 60 retail partners and 1.5 million SKUs on the Databricks Data + AI Platform, using Delta Lake, MLflow and Unity Catalog to run its ML lifecycle. Its Find It AI product-discovery tool uses generative AI to create a synthetic image representing shopper intent, then matches it against the product catalog for image-based search. A Collections model uses LLMs to automatically group related products, finding more than 16,000 collections across 50+ partners with no human intervention. Users who interact with Find It AI show a click-through rate 8x higher than baseline and a return rate 3.2x higher than baseline.

Furniture.comDatabricks Data + AI Platform · Delta Lake · MLflow +3

Financial ServicesMachine LearningConversational AI

TBC Bank Operationalizes Trusted Data with Lakebase

TBC Bank, the largest banking group in the Caucasus region, built a Lakehouse on Databricks and adopted Lakebase and Databricks Apps to move from on-premises SQL Server instances and month-long reporting cycles to self-service analytics and AI-driven applications, including a web-based AI chatbot and AutoML-based credit risk scoring. Credit risk model deployment fell from 14 weeks to two days, and more than 600 users regularly query governed data through Genie.

TBC Bank· GeorgiaDatabricks Platform · Lakebase · Databricks Apps +4

TransportationNatural Language Processing

Hafnia modernizes maritime operations with Databricks Lakebase

Maritime tanker operator Hafnia built a 'data supermarket' on the Databricks Data + AI Platform and adopted Lakebase, a managed Postgres database natively integrated into Databricks, to run operational applications alongside analytics. This powers Hafnia's internal DNA Port operating portal and the Marvis AI copilot. Time to deliver production apps dropped from about two months to four or five days (90%+ reduction), and a 10-person data team now supports 10 departments, 200+ vessels and 4,500+ crew.

HafniaDatabricks Data + AI Platform · Lakebase · Delta Lake +4

EnergyDocument IntelligenceConversational AI

E.ON Powers Better Decision-Making with Databricks Apps

E.ON, one of Europe's largest energy companies, used Databricks Apps to deploy internal BI applications in one to two minutes. E.ON is working on analyzing 500-600 public ChargePoint operator contracts using a GenAI-powered chatbot that extracts contract details such as pricing and tariffs via natural language queries. Interactive dashboards built with Databricks Apps give E.ON's health and safety team real-time incident data and insights, including maps of incident locations and weather conditions, to identify patterns and mitigate risk in high-voltage field work. 1,500 employees now rely on Databricks for BI dashboards and insights.

E.ONDatabricks Apps · Databricks SQL · Agent Bricks