Medallion Architecture & Lakehouse Consulting (Databricks / Delta Lake)
Build a Modern Lakehouse With the Medallion Architecture
The Lakehouse architecture has become the gold standard for enterprises that need scalable, governed, AI-ready data platforms. Using Databricks and Delta Lake, the Medallion Architecture (Bronze/Silver/Gold layers) ensures clean ingestion, transformation, and analytics without the fragility of legacy lakes. DBot Software helps companies design, implement, and optimize Lakehouse platforms using Databricks and Delta Lake.
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/The Challenge/
Data Lakes Fail Without Structure, Governance & Modeling
Most data lakes turn into swamps, unlabeled data, poor quality, no lineage, inconsistent schemas, and impossible governance. Without a structured architecture, analytics becomes unreliable and AI projects stall.
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/Our Approach/
Imagine a Clean, Governed Lakehouse With Bronze/Silver/Gold Layers
Imagine clear separation between raw ingestion, cleaned/validated datasets, and analytics-ready models. Imagine fast queries, lower costs, versioned tables, ACID transactions, and unified batch + streaming. This is the power of Medallion Architecture on Databricks.
/Get Started/
Start Building Your Medallion Lakehouse Today
Tell us your data sources and goals. We will design your Medallion Architecture and Databricks roadmap.
/What’s at Stake/
Avoid Data Swamps, Slow Queries & Unreliable Pipelines
Without structure, lakes become slow, chaotic, and expensive. We fix this with a clean Medallion setup.
Talk to a Lakehouse Expert/Proven Results/
Trusted by Data-Driven Enterprises Across 12+ Industries

Companies choose DBot because we deliver Lakehouse platforms that support BI, ML, and large-scale analytics.
Real Impact From a Proper Lakehouse Architecture
Clients see faster pipelines, cleaner data, lower compute costs, and higher trust in analytics.
Frequently Asked Questions About Lakehouse Architecture
Here are the most common questions companies ask when implementing Medallion Architecture.
Contact usWhat is the Medallion Architecture?
A layered Lakehouse design (Bronze/Silver/Gold) for ingestion, transformation, and analytics.
Which platforms support Lakehouse?
Databricks, Delta Lake, Azure Databricks, and AWS EMR with Delta engines.
Do you migrate legacy lakes to Lakehouse?
Yes. We upgrade messy lakes into clean Medallion Architecture with Delta.
Can you implement streaming data?
Absolutely. We support Spark Streaming, Delta Live Tables, and event-driven pipelines.
How long does implementation take?
4-12 weeks depending on data volume and complexity.







