Databricks Consulting & Data Engineering Services | TGH Software Solutions
Databricks Consulting Experts

Build a Modern Data + AI Foundation with Databricks

TGH Software Solutions helps enterprises design, modernize, and scale Databricks environments for data engineering, lakehouse architecture, analytics, governance, and AI workloads.

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Raw Data Ingestion
batch + streaming sources
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Delta Lake Processing
quality checks + transforms
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Databricks SQL
BI, dashboards, ad hoc queries
๐Ÿค–
ML & AI Workloads
MLflow + governed serving
24x7
Managed Support
99.9%
Platform Reliability
1
Unified Lakehouse
5+
Databricks Implementations
20+
Data Pipelines Delivered
65%
Faster Time to Insight
99.9%
Platform Uptime SLA
24/7
Expert Support Coverage
FREE CONSULTATION

Ready to Automate Your Enterprise Workflows?

Tell us your integration challenges and our certified Databricks architects will design a custom automation roadmap โ€” completely free.

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Free Automation Opportunity Assessment

Identify your top 5 automation opportunities with projected ROI estimates.

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Custom Integration Architecture Blueprint

A tailored Databricks solution design based on your specific tech stack and goals.

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Implementation Roadmap & Timeline

Clear phases, milestones, and realistic timelines aligned with your business.

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Total Cost of Ownership Analysis

Transparent cost breakdown vs. your current tooling and manual processes.

5+
Projects Delivered
4.9โ˜…
Client Rating
2hr
Response SLA

Book Your Free Databricks Assessment

Response within 2 business hours โ€” guaranteed.

๐Ÿ”’ Your information is confidential. No spam, ever.

๐ŸŽ‰

Request Received!

Our Databricks team will contact you to schedule your free assessment.

WHY WORKATO WITH TGH

The Intelligent Automation Platform Built for Enterprise Scale

Databricks is the only enterprise iPaaS that combines the power of AI, low-code simplicity, and enterprise-grade security โ€” enabling both IT and business teams to build automation that drives real outcomes. As a certified Databricks partner, TGH unlocks its full potential for your organization.

๐Ÿค– AI-Native โšก Recipe-Based ๐Ÿ”’ Enterprise-Grade ๐ŸŒ 500+ Connectors ๐Ÿ‘ฅ Citizen Automation ๐Ÿ“Š Real-Time Analytics
Start Your Automation Journey โ†’
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Databricks WorkBot

Deploy conversational automation bots in Slack and Teams that let your team trigger and manage workflows through natural language โ€” no coding required.

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Universal API Gateway

Publish, secure, and monetize internal APIs with comprehensive lifecycle management, versioning, and analytics built directly into the platform.

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Low-Code Recipe Builder

Enable both developers and business analysts to build sophisticated automation recipes with drag-and-drop simplicity and real-time testing.

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Enterprise Security & Compliance

SOC 2, GDPR, HIPAA-compliant architecture with role-based access, audit trails, and data encryption at rest and in transit.

PLATFORM CAPABILITIES

Full-Spectrum Databricks Expertise

From data ingestion to governed AI deployment, TGH covers the full Databricks lifecycle.

01๐Ÿ”„

Batch & Streaming Pipelines

Build scalable ingestion and transformation pipelines for files, databases, event streams, and APIs using Databricks-native patterns.

ETL / ELTStreaming
02โš™๏ธ

Delta Lake Optimization

Design reliable bronze-silver-gold data layers with ACID transactions, schema evolution, performance tuning, and quality controls.

Delta LakePerformance
03โ˜๏ธ

Lakehouse Migration

Modernize legacy warehouses and Hadoop-style platforms with phased migration plans, data validation, and minimal business disruption.

MigrationModernization
04๐Ÿ“Š

Databricks SQL

Enable governed self-service analytics, semantic reporting layers, warehouse tuning, and dashboard-ready curated data products.

SQL WarehousesDashboards
05๐Ÿงฎ

Data Modeling & Serving

Create analytics-ready data models and shared datasets that improve business reporting accuracy and stakeholder trust.

ModelingServing
06๐Ÿ“‰

Cost & Query Optimization

Reduce spend and improve performance through workload sizing, cluster strategy, query tuning, and monitoring best practices.

OptimizationFinOps
07๐Ÿ”

Unity Catalog

Implement centralized governance for data, models, and AI assets with fine-grained access control, lineage, and auditability.

GovernanceLineage
08๐Ÿง 

MLflow & MLOps

Support experiment tracking, model packaging, deployment workflows, and repeatable ML operations across teams.

MLflowMLOps
09โœจ

AI-Ready Data Foundation

Prepare trusted, governed, and reusable data assets that strengthen AI, analytics, and advanced forecasting initiatives.

AI FoundationQuality
REFERENCE ARCHITECTURE

Databricks Lakehouse Delivery Flow

A visual view of how streaming, APIs, databases, lakehouse storage, governance, BI, and data sharing come together in a Databricks-led data platform.

This reference image can help explain the platform journey from ingestion and processing to business intelligence, governance, and open data sharing.

WHAT WE DELIVER

End-to-End Databricks Service Portfolio

From strategy and migration to optimization and managed operations, TGH supports the full Databricks journey.

๐ŸŽฏ Strategy & Architecture Assessment

Evaluate your current data estate, define target-state architecture, and align Databricks adoption with business outcomes, governance, and scale.

01
02

๐Ÿ—๏ธ Lakehouse Implementation

Set up workspaces, ingestion patterns, medallion architecture, Delta Lake standards, and engineering foundations for reliable delivery.

๐Ÿ”„ Migration & Modernization

Move pipelines, reports, and workloads from legacy warehouses, Spark environments, or fragmented platforms into a unified lakehouse.

03
04

๐Ÿ“Š SQL, BI & Data Products

Design analytics-ready data layers, SQL workloads, and business-friendly datasets for dashboards, reporting, and decision-making.

๐Ÿ” Governance & Security Enablement

Configure Unity Catalog, role-based access, lineage, data sharing, and policy-driven controls for compliant enterprise scale.

05
06

๐Ÿ› ๏ธ Managed Services & Optimization

Provide ongoing support, monitoring, performance tuning, incident response, and cost optimization for stable operations.

๐ŸŽฏ Strategy & Assessment

Assess architecture, business goals, and modernization scope.

๐Ÿ—๏ธ Implementation

Build scalable lakehouse foundations and pipelines.

๐Ÿ”„ Migration

Replatform legacy workloads with minimal disruption.

๐Ÿ“Š Analytics

Enable SQL, BI, and curated data products.

๐Ÿ” Governance

Implement Unity Catalog and security controls.

๐Ÿ› ๏ธ Managed Services

Optimize cost, performance, and reliability continuously.

INDUSTRY FOCUS

Databricks Solutions for Data-Driven Industries

We tailor Databricks implementations to industry workflows, governance needs, and analytics priorities.

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Healthcare & Life Sciences

Unify clinical, operational, claims, and supply data to strengthen reporting, compliance, and analytics-driven care operations.

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Banking & Financial Services

Modernize risk, fraud, customer, and reporting pipelines with governed data products and scalable analytics foundations.

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Retail & eCommerce

Improve demand visibility, customer insights, inventory analytics, and campaign intelligence with near real-time data flows.

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Manufacturing

Connect plant, ERP, quality, and supply chain data for operational visibility, predictive insights, and planning accuracy.

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Technology & SaaS

Scale event pipelines, product analytics, telemetry processing, and customer reporting on a modern, governed platform.

๐Ÿšš

Logistics & Distribution

Turn shipment, inventory, route, and service data into faster operational decisions and better cross-functional visibility.

DELIVERY PROCESS

How TGH Delivers Databricks Success

A practical, phased approach designed for faster adoption and lower delivery risk.

1

Discover

Understand goals, systems, data sources, gaps, and platform constraints.

2

Assess

Review architecture, workloads, governance needs, and migration priorities.

3

Design

Create the target-state lakehouse, pipeline, analytics, and governance blueprint.

4

Build

Implement ingestion, Delta models, SQL assets, and operational controls.

5

Validate

Test performance, data quality, security, and stakeholder readiness before rollout.

6

Optimize

Continuously improve cost, reliability, observability, and user adoption.

PLATFORM ECOSYSTEM

Modern Data Platform Technologies We Enable

TGH designs scalable and secure data architectures tailored to your business.

๐ŸŸฅDatabricks
โšกApache Spark
๐ŸงฑDelta Lake
๐Ÿ“ŠDatabricks SQL
๐Ÿง MLflow
๐Ÿ”Unity Catalog
๐Ÿ“ฆDelta Sharing
๐Ÿ’พADLS
โ˜๏ธMicrosoft Azure
โ˜๏ธAWS
โ˜๏ธGoogle Cloud
๐Ÿ“ฅAzure Data Factory (ADF)
๐Ÿ”„Apache Airflow
๐Ÿ”ŒAPIs
๐Ÿ”—SaaS Applications
๐ŸขOn-Prem Systems
๐Ÿ—ƒ๏ธDatabases / ERP Systems
๐ŸงฉGit
๐Ÿ™GitHub
๐Ÿ› ๏ธTerraform

Need a custom data architecture? TGH can design the right Databricks operating model for your environment.

BUSINESS IMPACT

What Better Databricks Delivery Looks Like

We focus on measurable improvements in delivery speed, trust in data, and operational scale.

70%
Faster Pipeline Delivery
Streamlined engineering patterns and reusable frameworks reduce time to production for new data products.
Data Engineering
3x
Analytics Acceleration
Curated lakehouse layers and warehouse optimization help business teams access reliable insights more quickly.
Analytics & BI
24/7
Operational Support
Managed monitoring, issue response, and platform optimization help maintain stable workloads at enterprise scale.
Managed Services
WHY TEAMS CHOOSE TGH

Built for Enterprise Delivery

TGH combines platform depth, delivery discipline, and business alignment for Databricks programs.

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โ˜…โ˜…โ˜…โ˜…โ˜…

They understand both the platform and the business problem. The engagement moved beyond setup and focused on usable data products.

A
Analytics Leader
Enterprise Transformation Program
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TGH helped organize our lakehouse roadmap, governance priorities, and SQL enablement in a way internal teams could actually adopt.

D
Data Platform Manager
Modernization Initiative
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โ˜…โ˜…โ˜…โ˜…โ˜…

Their support model gave us the confidence to scale pipelines, monitor spend, and improve reliability without slowing delivery.

O
Operations Stakeholder
Managed Services Engagement
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Need help planning your Databricks roadmap?

Talk to TGH about lakehouse architecture, migration, analytics, and managed services.

Insights

Ready to Scale Databricks with the Right Delivery Partner?

From architecture and migration to governance, analytics, and managed support, TGH helps you turn Databricks into real business outcomes.