Strategy-Led Databricks Managed Services
From architecture to automation, our managed services are designed to scale with your data ambitions.
Strategic advisory on Databricks roadmap alignment
Automation of job runs, cluster configs, and CI/CD
Continuous performance and cost optimization
Cross-cloud architecture and migration guidance
Cross-cloud architecture and migration guidance
End-to-End Databricks Enablement
Navigate the entire Databricks lifecycle with a partner who brings clarity, speed, and depth to every phase.
Strategic Consulting & Architecture Design
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Databricks Strategy Roadmapping
Translate business goals into scalable Databricks solutions.
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Architecture Blueprinting
Build modern, secure, and modular data architectures around the Lakehouse paradigm.
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Governance & Compliance Design
Align Unity Catalog, lineage, and access models to enterprise policies.
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Cost Modeling & Performance Tuning
Forecast and optimize usage, performance, and cluster efficiency.
Accelerated Migrations with Zero Disruptions
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Legacy-to-Lakehouse Migration
Migrate from Hadoop, Teradata, Snowflake, or on-prem systems with minimal risk.
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Workload Refactoring & Code Conversion
Transform ETL pipelines, SQL queries, and notebooks for Databricks-native execution.
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Parallel Testing & Cutover Execution
Ensure data accuracy and performance through staged validation and zero-downtime deployment.
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Post-Migration Optimization
Tune clusters, refine job execution, and apply governance best practices.
Advanced Analytics & AI/ML Implementation
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Analytics-Driven Use Cases
Deploy real-time dashboards, data products, and BI integrations for business users.
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AI/ML Model Integration
Build, train, and operationalize models using MLflow, Feature Store, and distributed training pipelines.
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Data Science Collaboration
Enable unified workflows across engineering and science teams through shared workspaces and automated workflows.
Seamless Data Integration & Pipeline Orchestration
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Multi-Source Ingestion
Streamline structured, semi-structured, and unstructured data from disparate systems into Databricks.
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Delta Lake Enablement
Unlock ACID transactions, time travel, and schema enforcement at scale.
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Job Scheduling & Workflow Automation
Deploy robust data pipelines with dependency tracking, retries, and alerting.
Enablement, Support & Continuous Optimization
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Training & Skill Uplift
Upskill your teams across data engineering, ML, and workspace operations.
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24/7 Operational Support
Monitor, troubleshoot, and enhance your Databricks environment with managed SLAs.
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Continuous Improvement
Receive regular health checks, performance tuning, and governance audits for sustained success.
Scalable AI's Databricks Managed Services aren't just about migration-they're about transformation. From strategy and architecture to integration, advanced analytics, and AI/ML deployment, we deliver full-spectrum services that accelerate your business outcomes.
What We Handle So You Don't Have To
Focus on outcomes. We'll take care of the rest.
Visibility Without the Noise
Gain clarity across every layer of your Databricks stack.
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Unified Dashboards
Track usage, performance, and errors in a single view.
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Lineage Tracking
Visualize dependencies and data flow from source to AI model.
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Audit-Ready Logs
Exportable records for every change, action, and user.
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Job Run Analytics
Surface trends in success rates and execution time.
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Unified Dashboards
Track usage, performance, and errors in a single view.
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Cost Breakdown by Team
Attribute spend to projects, not just clusters.
ML & AI Operationalization, Managed
From model development to real-time inference, we support the full lifecycle.
Auto-scaling ML clusters and model serving endpoints
Integration with Feature Store & real-time scoring APIs
Model retraining pipelines with drift monitoring
MLflow tracking, governance, and lineage
Deployment automation via CI/CD with rollback
Smarter Systems, Fewer Surprises
We automate intelligence into your day-to-day operations.
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Self-Healing Workflows
Restart failed jobs and notify teams automatically
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Intelligent Scaling
Adjust compute resources based on real-time workload.
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Drift Detection
Spot model performance degradation before it impacts results.
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Dependency Alerts
Get notified when upstream data changes affect pipelines.
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Zero-Touch Deployments
CI/CD pipelines built to ship safely, every time.
Security Built for Enterprise Demands
Protect your platform from threats and compliance risks.
Identity federation with SSO and SCIM integration
RBAC, ACLs, and workspace-level permission
Data encryption in transit and at rest
Monitoring for suspicious activity and anomalies
Compliance controls for HIPAA, SOC 2, CCPA and GDPR
Built for Enterprises Who Think Ahead
Future-proof your data architecture with thoughtful innovation
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Multi-Cloud Ready
Run Databricks wherever your data lives-AWS, Azure, or GCP.
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Data Mesh Compatibility
Support federated governance and domain ownership.
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AI/ML First Design
Architected with LLMs, MLOps, and experimentation in mind.
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Global Scalability
Proven blueprints to expand without re-architecting.
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Industry-Specific Controls
Financial, healthcare, and government-grade readiness.
Why Trust Scalable AI
for Databricks
Our delivery isn't just reliable-it's intelligent,
transparent, and future-ready.
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24x7 expert support across time zones
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Enterprise SLAs with real-time dashboards
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Collaborative delivery pods with architects & SMEs
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Custom training, handover, and COE enablement
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100% platform ownership remains with you