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Microsoft Fabric Lakehouse Microsoft Solutions Partner | Data, AI & Cloud Innovation

Unified Lakehouse Architecture: OneLake Delta Parquet at Scale

Consolidate disparate data lakes, warehouses, and operational silos into a single, open, multi-cloud SaaS lakehouse. GuruGroup designs certified Microsoft Fabric OneLake architectures using the Medallion framework, multi-cloud zero-copy shortcuts, and DirectLake mode for sub-second executive reporting.

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OneLake Enterprise Lakehouse
Microsoft Fabric Certified Practice

Audited lakehouse delivery across Medallion Bronze-Silver-Gold curation, cross-cloud shortcuts to AWS S3 & GCP, and sub-second DirectLake Power BI execution.

Zero-Copy

OneLake Shortcuts

<1 Sec

DirectLake Query

100%

Open Parquet
Single Source of Enterprise Truth

Overview: Unify Storage, Compute & Semantics in OneLake

Enterprise analytics has traditionally required copying data across transactional databases, data lakes, staging layers, and proprietary data warehouse formats—leading to high storage costs, data drift, and governance nightmares.

GuruGroup builds modern Unified Lakehouse Architectures on Microsoft Fabric OneLake. Operating as the "OneDrive for data," OneLake enables every compute engine—PySpark, T-SQL, KQL, and Power BI—to access a single copy of data stored in open Delta Parquet format without physical duplication or complex synchronization routines.

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Unified OneLake Lakehouse Architecture
Medallion Delta Lake Architecture Production Ready
Single-Copy Delta Lake & Multi-Cloud Shortcuts

Directly virtualize data stored in AWS S3 buckets and Google Cloud Storage into OneLake, enabling unified T-SQL and Spark processing with zero egress or duplication fees.

Bronze, Silver & Gold Medallion Tiers
Zero-Copy Multi-Cloud Shortcuts
Sub-Second DirectLake Power BI Mode
ACID Transactions & Time Travel
Enterprise Value & Engineering

Core Advantages: Modernizing to Unified OneLake

Key architectural advantages delivered by GuruGroup’s enterprise Microsoft Fabric Lakehouse implementations.

Zero-Copy Architecture

Eliminate duplicate data copies and ETL pipelines. Virtualize multi-cloud datasets into OneLake via native shortcuts without physical movement.

Open Delta Parquet Format

Prevent vendor lock-in. All lakehouse data is persisted in Linux Foundation open Delta Parquet format with ACID reliability and time travel.

DirectLake Sub-Second Speed

Power BI semantic models query Delta tables directly in OneLake, achieving VertiPaq in-memory performance without scheduled refresh bottlenecks.

Unified Governance & Purview

Automated sensitivity classification, data loss prevention (DLP), and complete end-to-end data lineage tracked from raw source to report visual.

Modular Lakehouse Capabilities

Lakehouse Architecture: Core Practice Solutions

Explore how GuruGroup designs, migrates, and optimizes enterprise data platforms on Microsoft Fabric OneLake.

Medallion Data Lakehouse Design

Structured multi-tier data curation: Bronze raw ingestion, Silver cleansed and conformed tables, and Gold certified dimensional star schemas.

Explore Medallion Engineering
OneLake Multi-Cloud Shortcuts

Connect external data buckets from AWS S3, Google Cloud Storage, and Azure Data Lake Storage Gen2 directly into OneLake with zero physical data movement.

Explore OneLake Shortcuts
DirectLake Power BI Optimization

Bypass semantic model import size limits. Query billion-row Delta Parquet datasets in sub-second response times without scheduled cache refresh delays.

Explore DirectLake Analytics
Apache Spark & T-SQL Data Warehouse

Unified serverless compute allowing Data Engineers to transform data with PySpark notebooks while BI Developers query identical tables with standard T-SQL.

Explore Unified Compute Engines
Data Science & Azure OpenAI in Fabric

Ground enterprise LLMs and generative Copilot AI agents on certified lakehouse gold tables using built-in MLflow tracking and Synapse Data Science.

Explore AI & Machine Learning
Legacy DW Migration to Fabric

Modernize legacy Snowflake, Synapse dedicated pools, Teradata, and on-prem SQL Data Warehouses to Microsoft Fabric with automated schema and code conversion.

Explore DW Migration Pathways
Architecture Framework

The Medallion Framework: Data Hygiene from Raw to Gold

How GuruGroup structures your data pipelines inside Microsoft Fabric to guarantee auditability, governance, and maximum query performance.

Bronze: Raw Ingestion Layer
  • Append-only raw data ingestion preserving full source transaction history
  • Ingestion from Dynamics 365, SAP, REST APIs, and external S3 buckets
  • High-throughput zero-transform storage in native Delta Parquet format
  • Full auditability with historical time-travel debugging capabilities
Silver: Cleansed & Conformed
  • Automated de-duplication, schema validation, and null-value remediation
  • Conformed enterprise dimensions matching the Common Data Model (CDM)
  • PySpark & Delta Live table transformations with automated data quality gates
  • Prepared foundation for self-service ad-hoc T-SQL exploration
Gold: Certified Star Schemas
  • Production-ready dimensional models, fact tables, and business KPIs
  • Power BI DirectLake optimization for sub-second executive dashboards
  • Grounding data for Azure OpenAI LLMs and Copilot generative agents
  • Certified semantic models governed by strict multi-tenant Row-Level Security
Measurable Outcomes

Business Impact: Measurable ROI with Fabric Lakehouse

Engineered for quantifiable business value across storage reduction, instant queries, and unified cloud governance.

Eliminate Redundant Storage Fees

Consolidate fragmented data stores into a single copy in OneLake. Eradicate egress charges and duplicate warehouse fees.

Up to 45% storage cost savings
Sub-Second Executive Dashboards

DirectLake mode reads parquet tables directly from OneLake without scheduled refreshes or VertiPaq memory caching bottlenecks.

10x faster report load velocity
Enterprise-Grade Zero Trust

Enforce Microsoft Purview sensitivity labels, encryption in transit and at rest, and granular Row & Column level security.

ISO 27001 & SOC 2 aligned
Multi-Cloud Interoperability

OneLake shortcuts connect seamlessly to AWS S3 and Google Cloud Storage buckets without copying files or managing complex sync jobs.

Multi-cloud data estate unification
AI Copilot Operationalization

Ground Microsoft Copilot Studio agents and Azure OpenAI LLMs on clean, curated gold datasets with complete lineage governance.

Elimination of generative hallucinations
Shared Fabric Capacity (F SKUs)

Pool compute capacity across data engineering, warehousing, data science, and business intelligence without fragmented licenses.

Optimized compute utilization
Proven Enterprise Differentiators

Why Enterprises Partner with GuruGroup for Lakehouse Architecture

Certified Microsoft Solutions Partner credentials, battle-tested Medallion blueprints, and end-to-end cloud engineering pods.

GuruGroup Lakehouse Architecture Team
Proprietary Lakehouse Accelerators

Pre-built PySpark transformation scripts, Delta table optimization routines, and CI/CD pipelines accelerating time-to-production by 45%.

Full-Stack Microsoft Synergy

Seamless connectivity between Fabric OneLake, Dynamics 365 F&O, Dataverse, Power BI, and Azure OpenAI without third-party integration friction.

Zero-Trust Lakehouse Security

Complete workspace RBAC isolation, Entra ID conditional access, automated Purview classification, and private endpoint data sovereignty.

Global SRE & 24/7 Managed Ops

Onshore strategic architecture consulting coupled with nearshore and offshore engineering pods, guaranteeing continuous 99.99% SLA availability.

20+
Years Experience
Enterprise software & data engineering
100+
Certified Experts
Fabric Architects & Data Engineering Professionals
200+
Pipelines Modernized
Zero data loss & minimal cutover downtime
35%
Avg. TCO Savings
Through OneLake zero-copy & capacity sharing
Architect Your Modern Lakehouse

Unify Your Data Estate on Microsoft OneLake

Eliminate silos, reduce cloud storage costs, and deliver sub-second DirectLake analytics with certified architects.

Connect with Our Lakehouse Architects