Limitations of Traditional Data Architectures
Accelerate Your Data with Databricks Lakehouse
As a Databricks Registered Partner, Techwards helps you implement a unified platform for all your data, analytics, and AI workloads.
The Challenge
Many organizations face challenges with a fragmented data landscape. Traditional data warehouses are rigid, lack open standards, and struggle with diverse data types. This “anti-pattern” hinders collaboration and slows down your path to a data-driven enterprise.
Rigid & Costly
Fixed schemas and proprietary formats lead to high costs and slow development cycles.
Data Silos
Separate platforms for data warehousing and data lakes create silos, hindering collaboration.
Limited AI/ML
Difficulty supporting semi-structured and unstructured data, limiting AI and ML initiatives.
Slow Time-to-Value
Complex ETLs and lack of open standards delay timelines and ROI.
Our Solution
Unlock Your Data’s Potential with the Databricks Lakehouse
The Lakehouse is the modern architecture that combines the best of data lakes and data warehouses. Our Databricks-certified experts will help you build a robust, scalable platform to power your business.
Data Engineering
Build scalable, reliable multi-hop pipelines (Bronze, Silver, Gold) for seamless ingestion and transformation.
Data Science & ML
Use a single platform for reproducible experiments, feature stores, and end-to-end model lifecycle management.
DevOps & CI/CD
Automate deployments with CI/CD best practices to ensure production readiness and operational efficiency.
Governance & Security
Implement robust governance with Unity Catalog for fine-grained access control, lineage, and metadata.
Our Approach
Your Journey to the Lakehouse Starts Here
![Assessment Icon](https://techwards.co/wp-content/uploads/2025/07/Assessment.png")
Foundation
Establish your core architecture and initial data pipeline in a collaborative 3-week sprint.
Extended
Expand your solution with a second pipeline and additional use cases over 3 weeks.
Optimized
Achieve production readiness with robust CI/CD, automation, and governance in a 5-week engagement.
Key Outcomes
What You Gain With Our Solution
Shorter Time to Value
Pre-defined, best-practice driven approach accelerates timelines.
Increased Agility
Empower teams to innovate faster with a unified platform.
Robust Architecture
Scalable, multi-hop reference architecture for your use case.
Cost Efficiency
Open standards and data lake economics without losing performance.
Product Readiness
Integrated DevOps, security, and governance for a hardened platform.
Unified Governance
Manage privileges and metadata with Unity Catalog for discoverability and lineage.
Frequently Asked Questions
Here are answers to common questions about Databricks Lakehouse and how Techwards helps you unlock its full potential.
What is the Databricks Lakehouse?
The Databricks Lakehouse combines the scalability of data lakes with the performance of data warehouses, enabling a unified platform for analytics and AI workloads.
Why should I migrate to the Databricks Lakehouse?
Migrating to the Databricks Lakehouse helps eliminate data silos, lower infrastructure costs, accelerate time-to-value, and support advanced AI/ML initiatives.
How does Techwards support Databricks Lakehouse implementation?
As a Databricks Registered Partner, Techwards delivers end-to-end services—data engineering, CI/CD automation, governance with Unity Catalog, and AI/ML integration.
What governance features does the Databricks Lakehouse provide?
It includes Unity Catalog for fine-grained access control, metadata management, and data lineage, ensuring enterprise-grade security and compliance.
How long does it take to implement the Databricks Lakehouse?
Techwards offers a phased approach—Foundation in 3 weeks, Extended in 3 weeks, and Optimized in 5 weeks—ensuring rapid, structured adoption.