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Lakebase Articles
A structured knowledge hub for Lakebase. Find in-depth technical content, how-to guides, and reference material to support your development and learning journey.
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Forum Posts

Rishabh_Tiwari
by • Community Manager
  • 2158 Views
  • 4 replies
  • 7 kudos

A New Era of Databases: Lakebase

Databases have powered software for decades, but their underlying architecture hasn’t kept pace with modern application needs—especially in the era of AI and rapid development. Lakebase introduces a new approach by separating compute from storage an...

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  • 2158 Views
  • 4 replies
  • 7 kudos
Latest Reply
Adi_Seshu_P
New Contributor II
  • 7 kudos

Good One!

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KVNARK
by • Honored Contributor II
  • 1157 Views
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In our retail analytics project (CPG domain), Lakebase transformed how we handled operational data

We had ADF pipelines extracting POS data to Snowflake, but needed real-time operational tracking—job statuses, data quality alerts, user audit logs. Traditional RDS/SQL databases created ETL sync nightmares between ops and analytics layers.Lakebase s...

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Latest Reply
balajij8
Esteemed Contributor II
  • 0 kudos

Lake base Autoscaling instances are the way forward as they are cost efficient with predictable costs, optimized for performance with simplified operations. Autoscaling automatically adjusts resources based on workload demands. Scale to Zero is an ex...

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Rishabh_Tiwari
by • Community Manager
  • 2158 Views
  • 4 replies
  • 7 kudos

A New Era of Databases: Lakebase

Databases have powered software for decades, but their underlying architecture hasn’t kept pace with modern application needs—especially in the era of AI and rapid development. Lakebase introduces a new approach by separating compute from storage an...

Screenshot 2026-03-31 at 3.09.11 PM.png
  • 2158 Views
  • 4 replies
  • 7 kudos
Latest Reply
Adi_Seshu_P
New Contributor II
  • 7 kudos

Good One!

  • 7 kudos
3 More Replies
balajij8
by • Esteemed Contributor II
  • 1835 Views
  • 0 replies
  • 1 kudos

Databricks Lake base Evolution - Mandatory Shift from Provisioned Instances to Elastic Autoscaling

The OLTP landscape within the Data Intelligence Platform is undergoing an essential evolutionary step. Databricks has announced an automatic upgrade path shifting all legacy Lake base Provisioned Instances to the modern elastic Lake base Autoscaling ...

  • 1835 Views
  • 0 replies
  • 1 kudos
MandyR
by • Community Manager
  • 2846 Views
  • 2 replies
  • 13 kudos

Sub-Second Agents for the Databricks Community: A Lakebase Pattern for Instant Context

By Mandy Ross and Mitchell Grewer At Databricks, we innovate in every department. Most recently, the Community team solved a tricky problem by building an internal app and as part of that process, reduced our in-app AI assistant’s time-to-first-respo...

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  • 2846 Views
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  • 13 kudos
Latest Reply
Commitchell
Databricks Employee
  • 13 kudos

It's an absolute pleasure collaborating with the community team! It's so cool to see this engagement pattern live, where the agent (CORA) engages when the page loads instead of the user having to type a question. 

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balajij8
by • Esteemed Contributor II
  • 997 Views
  • 0 replies
  • 1 kudos

Databricks Lakebase - Healthcare Patient Risk Scoring using Feature Stores powered by Lake base

Healthcare organizations are increasingly adopting predictive AI systems to identify patient deterioration earlier to reduce ICU escalation risk and improve care response times. However, building real time healthcare AI systems at enterprise scale re...

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  • 997 Views
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jessdarnell
by • Databricks Employee
  • 3120 Views
  • 9 replies
  • 9 kudos

Share your Lakebase story and receive a $50 gift card!

Calling all builders!Since GA, thousands of teams have moved production workloads onto Lakebase. We want to hear how you’re using it.A few examples of stories we’d love to capture: Building stateful AI agents that need persistent memory alongside lak...

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  • 3120 Views
  • 9 replies
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Latest Reply
WiliamRosa
Databricks Partner
  • 9 kudos

Hi @jessdarnell , I’ve completed my evaluation. Thanks! 

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Tushar_Parekar
by • Databricks Employee
  • 945 Views
  • 0 replies
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CUSTOMER STORY | ENSEMBLE: Optimizing reimbursement through proactive healthcare strategies

"The data platform we’ve built with Databricks gives us a treasure trove of usable, enriched data that sets us apart from anyone else in the industry. It’s the foundation for solving problems no one else can."      - Grant Veazey, CTO, EnsembleEnsemb...

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  • 945 Views
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balajij8
by • Esteemed Contributor II
  • 1318 Views
  • 0 replies
  • 0 kudos

Databricks Lake base - Enterprise Healthcare Data Intelligence via Bidirectional Data Sync

Healthcare organizations have invested heavily in the modern Lakehouse architectures for Enterprise Data Analytics, AI and governance in the last decade. Care systems, claims platforms, imaging applications, pharmacy systems, device telemetry and pat...

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  • 1318 Views
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balajij8
by • Esteemed Contributor II
  • 1200 Views
  • 0 replies
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Databricks Lake base - Modern Enterprise Healthcare Agents with Lake base Memory

Patient Journey in Healthcare is about continuity. The care story unfolds over years & decisions are shaped by history. Every assessment depends not just on current symptoms but everything that came before. However, most AI systems introduced into he...

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  • 1200 Views
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Tushar_Parekar
by • Databricks Employee
  • 1274 Views
  • 1 replies
  • 6 kudos

The Lakebase Hub: Official Community Space for Lakebase Insights

Community Space for Lakebase Insights Are you building with Lakebase? If so, do you have a single source to stay ahead of every technical shift and architectural breakthrough? More importantly, do you know what practitioners are actually saying o...

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  • 1274 Views
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Latest Reply
Brahmareddy
Esteemed Contributor II
  • 6 kudos

Hi @Tushar_Parekar Thank you for the mention. I truly appreciate it. I’m a big fan of Databricks, and I’ll continue to contribute to this community with my best efforts.Regards,Brahma

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Brahmareddy
by • Esteemed Contributor II
  • 926 Views
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Lakebase Makes Databricks Feel More Complete

In many data projects, analytics and operational systems still live in separate worlds. One platform is used for reporting, dashboards, and AI. Another system is used for application data, transactions, and day-to-day business activity.That setup is ...

  • 926 Views
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Tushar_Parekar
by • Databricks Employee
  • 1319 Views
  • 0 replies
  • 1 kudos

Take Control: Customer-Managed Keys for Lakebase Postgres

Lakebase Postgres now supports customer‑managed keys (CMK), so security teams can keep encryption keys in their own cloud KMS (AWS KMS, Azure Key Vault, or Google Cloud KMS) while Databricks runs Lakebase as a managed service. Key highlights Your key...

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  • 1319 Views
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Brahmareddy
by • Esteemed Contributor II
  • 1425 Views
  • 2 replies
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My First Impressions of Databricks Lakebase

Hi everyone,I recently started exploring Lakebase on Databricks, and I wanted to share a few thoughts from my early experience.What I like most so far is how it simplifies things. Instead of dealing with multiple tools for storage, processing, and AI...

  • 1425 Views
  • 2 replies
  • 3 kudos
Latest Reply
Sumit_7
Esteemed Contributor
  • 3 kudos

@Brahmareddy Good to hear, definitely going to try now.

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