Databricks

 partnership

Modernizing Data, Scaling AI, and Governing Intelligence

Aptus Data Labs

Partnership overview

Accelerating Data & AI Transformation with Databricks

Aptus Data Labs combines deep Data & AI expertise with Databricks’ unified Lakehouse platform to help enterprises modernize data estates, strengthen governance and scale AI with confidence.

Together, we bring domain-led execution, AI accelerators and modern data architecture to accelerate enterprise transformation.

Joint value

Powering the Future of Enterprise AI

Through this strategic alliance, Aptus and Databricks enable organizations to:

  1. Migrate Legacy Systemslike Greenplum to a modern, scalable Lakehouse platform
  2. Accelerate AI/ML developmentand deployment with production-grade MLOps and GenAI accelerators
  3. Unify Analyticswith real-time dashboards and seamless batch + streaming integration
  4. Ensure Trusted Governanceusing Unity Catalog and Aptus’ aptAIHub for policy-driven, auditable control
  5. Deliver Industry Outcomesacross Pharma, BFSI, Retail, Wellness, and Manufacturing

What we deliver

Joint Capabilities

  1. Data Platform ModernizationModernize legacy data estates into scalable, cloud-ready Lakehouse environments built for analytics and AI.
    • Migrate legacy platforms such as Greenplum to Databricks Lakehouse.
    • Modernize warehouses, lakes and fragmented data environments.
    • Improve performance, scalability and cost efficiency.
    • Enable a future-ready foundation for analytics and AI.
  2. Data EngineeringBuild high-performance data pipelines that unify batch, streaming and real-time workloads.
    • Design scalable ingestion and transformation pipelines with Delta Lake and Spark.
    • Orchestrate complex data workflows across enterprise systems.
    • Improve data quality, reliability and operational visibility.
    • Enable reusable, governed data products for downstream consumption.
  3. AI & GenAI EngineeringAccelerate the development and operationalization of AI, ML and Generative AI workloads.
    • Manage the full ML lifecycle with production-grade MLOps.
    • Build and integrate GenAI applications using aptGenAI.
    • Scale model training, deployment and monitoring on Databricks.
    • Connect enterprise data with AI workflows for contextual intelligence.
  4. Analytics & BI ModernizationCreate a unified analytics layer that delivers faster, trusted insights across the enterprise.
    • Modernize legacy BI and reporting environments.
    • Enable real-time and self-service analytics across business functions.
    • Integrate Power BI, Tableau, Looker and Databricks-native experiences.
    • Create consistent metrics and governed access to enterprise insights.
  5. Data GovernanceEstablish trusted, secure and auditable data across the complete enterprise lifecycle.
    • Centralize access control, lineage and metadata with Unity Catalog.
    • Strengthen data quality, ownership and policy enforcement.
    • Extend governance with aptAIHub for AI and model oversight.
    • Improve compliance, traceability and audit readiness.
  6. Industry AcceleratorsMove from platform implementation to business value faster with domain-led use cases and reusable assets.
    • Deploy pre-built accelerators for regulated and data-intensive industries.
    • Address use cases across regulatory, supply chain and customer analytics.
    • Reduce development effort with reusable frameworks and reference architectures.
    • Accelerate time to value across Pharma, BFSI, Retail and Manufacturing.

Featured offering

Industries

In action

Technology stack

Partnership advantages

The Aptus + Databricks Advantage

  1. Certified Databricks ExpertiseWork with experienced Databricks specialists who bring proven delivery across data modernization, analytics, AI and governance.
  2. Faster Time to Value with AcceleratorsAccelerate implementation using Aptus platforms and reusable assets, including aptGenAI, aptAIHub and aptAIForce.
  3. Outcome-Led TransformationAlign every initiative to measurable business outcomes, from faster insights and lower platform costs to improved AI readiness and ROI.
  4. Multi-Cloud FlexibilityDesign and deploy Databricks environments across AWS, Azure and Google Cloud without locking the architecture to a single cloud strategy.
  5. Unified Governance & ControlStrengthen data and AI governance with Unity Catalog, enterprise access controls, lineage and policy-driven management.
  6. End-to-End Data & AI DeliveryMove from strategy and architecture through engineering, migration, AI enablement and ongoing optimization with one integrated delivery partner.

Why Aptus

Client Results

Featured Client Success Stories

View all case studies
Pharma & Life Sciences

AI-Powered SOP Rewriting Interface for Regulatory Compliance and Document Quality

Streamlined SOP Rewriting and Review Workflow

Improved SOP Quality and Readability

Audit-Ready Change Traceability

Foundation for AI-Enabled Regulatory Compliance at Scale

Read the case study
ai-powered-sop-rewriting-interface
Manufacturing & Supply Chain
50%
Runtime reduction (8 hours to 4 hours)

BI & Analytics Platform to Improve ADY% and Reduce Scrap in Telecom Manufacturing

50% Runtime Reduction (8 Hours to 4 Hours)

Enhanced ADY% and Scrap Reduction

Integrated Reporting with Real-Time Dashboards

Always-On Platform Support

Read the case study
ady-improvement-scrap-reduction-telecom
Banking
USD 15M+
ROI from Phase 1 implementation

Big Data & Analytics Platform Implementation for Enhanced Business Performance in Banking

100% to 300% Improvement in Query Performance

Migration of 700+ TB Across 12,000+ Tables

USD 15+ Million ROI from Phase 1 Implementation

99.6% SLA Achieved with 24x7 Platform Support

Read the case study
big-data-analytics-platform-banking

Let’s Transform Together

Whether you’re looking to modernize your data estate, operationalize AI, or implement responsible data governance, Aptus Data Labs and Databricks provide the expertise, platforms, and execution to make it happen.