Databricks Capabilities Briefing 2026

Engineering Your Data Into
Measurable Business Outcomes

Databricks specialists delivering lakehouse modernization, governed data platforms, and production AI for global enterprises — on AWS, Azure, and GCP.

Trusted by Fortune 500 Industry Leaders

Goldman SachsCencoraMarsTATA AIAAditya Birla CapitalAmexAptia UK
Why Now

Your data platform is the bottleneck to every 2026 AI initiative.

The board is asking for AI. The regulator is asking for lineage. The CFO is asking for TCO. Legacy warehouses can't answer any of them — and every quarter of delay compounds the gap.

Problem 01

Fragmented data estates.

Legacy warehouses, siloed lakes, spreadsheets. Every AI use case starts by wrangling the same data all over again — burning months before a single model reaches production.

Problem 02

Governance & lineage gaps.

Regulators and auditors demand traceability from raw ingestion to boardroom dashboard. Without unified governance, every audit becomes a fire drill.

Problem 03

Runaway compute costs.

Duplicated storage, idle clusters, and multiple BI/warehouse tools inflate TCO — without any corresponding lift in analytics or AI velocity.

The Databricks Answer

One governed Lakehouse. Every workload.

We help enterprises consolidate BI, data engineering, streaming, and AI/ML onto the Databricks Data Intelligence Platform — built on open formats, unified governance, and elastic compute — so every team works from one source of truth.

Unified data & AI: BI, ETL, streaming, and ML on a single copy of data.

Built-in governance: Unity Catalog gives end-to-end lineage, access control, and auditability out of the box.

Cloud-native economics: Serverless & autoscaling compute on AWS, Azure, or GCP — pay for what you use.

Databricks Consulting Partner

Platform Capabilities We Implement

Delta Lake
Unity Catalog
Lakeflow / DLT
Databricks SQL
Mosaic AI
MLflow

Our Databricks Capabilities

End-to-end delivery — from strategy and migration to governance, real-time pipelines, and production AI.

Lakehouse Migration

Zero-downtime migration from legacy warehouses (Teradata, IBM AS400, on-prem SQL) and siloed lakes onto Delta Lake, with full schema and workload parity.

Governance with Unity Catalog

Centralized access control, data lineage, PII classification, and audit-ready reporting to satisfy RBI, GDPR, HIPAA, and internal compliance mandates.

Lakeflow & Delta Live Tables

Declarative ETL pipelines with automated data quality checks, orchestration, and CI/CD — replacing brittle scripts and manual SSIS/SSRS jobs.

Real-Time & Streaming Pipelines

Structured Streaming and Auto Loader pipelines for instant decisioning — fraud detection, IoT telemetry, and operational monitoring at scale.

Mosaic AI & Production ML

Feature engineering, model training, MLflow experiment tracking, and model serving — plus RAG and LLM applications on your governed lakehouse data.

Databricks SQL & BI Modernization

Serverless SQL warehouses feeding Power BI, Tableau, and native dashboards — consolidating hundreds of legacy reports into a single source of truth.

FinOps & Cluster Optimization

Right-sized clusters, Photon acceleration, and job/workflow tuning to cut Databricks and cloud compute spend without sacrificing SLAs.

Managed Support & Disaster Recovery

24/7 platform monitoring, incident response, and DR/backup strategies for Delta tables — including full ransomware recovery playbooks.

Enablement & Center of Excellence

Hands-on training, coding standards, and a Databricks Center of Excellence so your internal teams can extend the platform independently.

Industries We Serve

Deep domain accelerators built on top of the Databricks platform.

Insurance

BFSI & NBFC

Manufacturing

Healthcare & Biotech

Telecom

Retail & CPG

Financial Services

Logistics & Supply Chain

Proof in Production

Real Databricks engagements, real business impact.

Manufacturing • Data Engineering

Enterprise Lakehouse Modernization

Unified data platform for global operations, replacing an IBM AS400 legacy stack across 5 regions.

70+
Tables Migrated
5
Regions Unified
50%
Faster Insights
Databricks Lakehouse PySpark Delta Lake
NBFC • Compliance

Regulatory Data Quality Framework

RBI-compliant enterprise data governance built on the Databricks platform with automated monitoring.

100%
Audit Coverage
4+
Portfolios Covered
60%
Faster RBI Response
Databricks Platform Power BI Pre-Audit Validation
Insurance • AI/ML

AI Complaint Prediction Platform

Enterprise machine learning trained on lakehouse data to flag and prevent customer complaints before they escalate.

35%
Complaints Prevented
$189K
Annual Savings
15%
CSAT Uplift
XGBoost SHAP AWS
Biotech • Cloud Operations

Remote Infrastructure Management

24/7 global cloud operations support for a biotech lakehouse deployment with strict uptime requirements.

24/7
Support Coverage
99.9%
Uptime SLA
<15min
Response Time
VPN Management Incident Response
Telecom • Disaster Recovery

Ransomware Recovery & DR

Complete Delta Lake schema reconstruction and ETL rebuild to restore business continuity after an attack.

2 Mo.
Full Recovery
0%
Data Loss
100%
Operations Restored
Schema Reconstruction ETL Rebuild
NBFC • Analytics

Reporting Modernization

SSRS to Databricks SQL + Power BI transformation, consolidating over 100 legacy reports.

57%
Report Reduction
100+
Reports Consolidated
10x
Faster Performance
KPI Standardization Power BI Migration

How We Engage

A proven, low-risk path from assessment to production-grade lakehouse.

01

Assess

Platform & data estate audit, governance gap analysis, and TCO baseline in 2–3 weeks.

02

Architect

Target lakehouse design — Unity Catalog, medallion architecture, and migration roadmap.

03

Migrate & Build

Iterative delivery in production-ready sprints — pipelines, governance, dashboards, and models.

04

Operate & Scale

24/7 managed support, FinOps tuning, and enablement so your team owns the platform long-term.

Why Teams Choose Scalability Engineers

Certified Databricks Partner

Official Databricks Consulting Partner status with certified Data & AI engineers across Lakehouse, Unity Catalog, and Mosaic AI.

Multi-Cloud, Global Delivery

Proven delivery on AWS, Azure, and GCP with 24/7 global support and enterprise clients across insurance, BFSI, manufacturing, and healthcare.

Outcome-Driven Engagements

We measure success in audit coverage, cost savings, and time-to-insight — not billable hours. Every engagement ships with metrics.

Ready to Build Your Databricks Lakehouse?

Book a capabilities briefing with our Databricks specialists.

What You'll Get

  • Free platform & data estate assessment
  • Lakehouse migration roadmap
  • TCO & ROI projection
  • Access to certified Databricks engineers