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Databricks

What Is Databricks? Lakehouse, AI, Pricing, and Migration

July 23, 2026

TL;DR Databricks is a lakehouse platform that combines data engineering, warehousing, streaming, machine learning, and AI on one governed foundation, so teams stop moving data between a lake for raw storage and a warehouse for analytics. This guide covers what the lakehouse architecture is, the newest releases from the 2026 Data and AI Summit like Genie One, Agent Bricks, and

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Kanerika blog banner for zero copy cloning in Snowflake showing engineers working with data dashboards and system screens.

Zero Copy Cloning in Snowflake: How It Works and When to Use It

July 23, 2026

TL;DR Snowflake zero copy cloning creates a database, schema, or table that shares the source’s micro-partitions, no data duplicated, near-zero storage cost at creation. Once either side is modified, Snowflake creates new micro-partitions and bills only for those. The catch: clones inherit Time Travel retention settings, which can turn 1 TB of active data into 9 TB of billable storage.

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BigQuery Vs Snowflake
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  • Lekhya Veera

BigQuery vs Snowflake: Which One Should You Pick?

Databricks
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  • Sagar Uppili

What Is Databricks? Lakehouse, AI, Pricing, and Migration

Kanerika blog banner for zero copy cloning in Snowflake showing engineers working with data dashboards and system screens.
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  • Paridhi Agrawal

Zero Copy Cloning in Snowflake: How It Works and When to Use It

Software Architecture Design
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  • Lekhya Veera

Software Architecture Design in 2026: From Patterns to AI-Native Systems

Data Modernization
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  • Harisha Patangay

Top 10 Data Modernization Companies in 2026: How to Find the Right Partner

Kanerika blog banner for snowflake query optimisation showing digital data blocks, code screens, and blue analytics visuals.
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  • Paridhi Agrawal

Snowflake Query Optimization: Why the Warehouse Isn’t the Problem

Our Informative Video Library

A leading pharmaceutical manufacturer struggled with slow, manual sales and finance reporting. Data lived across many systems, numbers did not match, and teams spent weeks preparing reports instead of reviewing performance.<br /><br />Kanerika implemented Microsoft Fabric to unify sales and finance data in a single Lakehouse. With governed analytics and Power BI dashboards, leaders gained instant access to accurate KPIs and trends.<br /><br />Business Impact:<br />• 95% reduction in reporting effort<br />• 40% improvement in operational efficiency<br />• 35% lower operating costs<br /><br />Ready to move from manual reports to trusted insights?<br />Connect with Kanerika: www.kanerika.com/meet 1:33
YouTube Video UExVMllwMFhvRUI2WUZaWDdZaGhOVjFsMTAwdnF6U2JVcy4wQUE0QzM4MkJGQ0YwQjUx

How Microsoft Fabric Improved Sales & Financial KPIs for a Leading Pharma Manufacturer

Kanerika Inc. January 20th

A global packaging leader was stuck with a slow and costly data setup. Their Azure Data Factory and Synapse pipelines were scattered, slow and hard to manage.<br />By moving to Microsoft Fabric with help from Kanerika, they cut costs, sped up data flows and built a cleaner, stronger foundation for growth.<br /><br />In this case study, we walk through<br />• How fragmented pipelines were holding them back<br />• Why their Parquet conversions caused delays and failures<br />• How a single governance setup fixed repeat work<br />• The steps we used to shift them to Fabric with our accelerator<br />• The wins they saw across cost, speed and insights<br /><br />Key Outcomes:<br />• 30% lower cloud and data costs<br />• 50% faster pipelines<br />• Insights ready 80% quicker<br /><br />If you want to modernize your own data setup, reach out to us here:<br />www.kanerika.com/meet<br /><br />#microsoftfabric #datamigration #kanerika #cloudoptimization #dataperformance #azuredata #fabricmigration #dataengineering<br />#digitaltransformation #caseStudy 1:20
YouTube Video UExVMllwMFhvRUI2WUZaWDdZaGhOVjFsMTAwdnF6U2JVcy5GMDBDNkJGMzYzREUyMTYw

Reducing Costs & Boosting Data Performance with Microsoft Fabric

Kanerika Inc. December 14th

A global pharmaceutical leader operating across 50+ countries was struggling with slow, costly, and inefficient business intelligence systems. Legacy tools limited collaboration, delayed insights, and increased operational expenses.<br /><br />That’s when Kanerika stepped in to modernize their analytics landscape using Microsoft Power BI.<br /><br />Here’s what we delivered:<br />✔ Migrated Tableau reports to Power BI using our proprietary automation solution<br />✔ Reduced BI licensing and infrastructure costs through optimized implementation<br />✔ Enhanced governance and accessibility with scalable, secure Power BI models<br /><br />The impact:<br />🚀 45% boost in operational performance<br />💰 30% reduction in BI-related costs<br />⚡ 70% faster reporting cycles across global teams<br /><br />By embracing Power BI, the client transformed their reporting ecosystem—making insights real-time, interactive, and decision-ready.<br /><br />👉 Looking to modernize your BI and analytics infrastructure? Let’s talk: https://kanerika.com/meet<br /><br />#PowerBI #DataAnalytics #BusinessIntelligence #DataVisualization #DigitalTransformation #Kanerika #BI #DataModernization #AnalyticsTransformation #MicrosoftPowerBI #DataEngineering #ReportingAutomation #DataGovernance #DataStrategy 1:28
YouTube Video UExVMllwMFhvRUI2WUZaWDdZaGhOVjFsMTAwdnF6U2JVcy5CMUM0NzY5NzdEQzlGRjAx

Enhancing Decision-Making and Reducing Costs with Power BI.

Kanerika Inc. November 24th

A global material manufacturing leader was facing challenges with its legacy ETL infrastructure — escalating licensing costs, complex workflows, and time-consuming manual migrations that slowed modernization.<br /><br />Partnering with Kanerika, the company adopted FLIP, our proprietary automation accelerator, to seamlessly migrate from Informatica to Talend — achieving a faster, more efficient, and cloud-ready data platform.<br /><br />Here’s what we delivered:<br />✔ Automated migration of Informatica mappings, workflows, and logic to Talend<br />✔ Integration of FIRE, Kanerika’s repository export tool, reducing migration time<br />✔ Significant reduction in costs, manual effort, and project timelines<br /><br />The results:<br />🚀 70% reduction in manual migration effort<br />⚡ 60% faster time-to-delivery<br />💰 45% lower migration cost<br /><br />By leveraging Kanerika’s automation accelerators, the enterprise modernized its data architecture and unlocked scalable, cloud-native efficiency — all without disruption.<br /><br />👉 Ready to modernize your ETL ecosystem? Connect with our experts today: https://kanerika.com/meet<br /><br />#DataMigration #ETLModernization #InformaticaToTalend #DataEngineering #CloudTransformation #DataAutomation #DigitalTransformation #Kanerika #DataOps #EnterpriseData #DataIntegration #ModernDataStack #Talend #FLIPAccelerator #DataStrategy 1:31
YouTube Video UExVMllwMFhvRUI2WUZaWDdZaGhOVjFsMTAwdnF6U2JVcy5EMzJDRTUwQjBEOUVFQzAw

Transforming Enterprise Data: Rapid, Automated Migration from Informatica to Taalend

Kanerika Inc. October 29th

FoodPharma, a global leader in the food and pharmaceutical manufacturing industry, faced a common challenge—fragmented data slowing down decision-making and reporting.<br /><br />With data scattered across multiple systems, manual processes delayed insights and reduced trust in critical business reports. That’s where Kanerika stepped in.<br /><br />Partnering with FoodPharma, we implemented Microsoft Fabric to unify their data ecosystem and deliver real-time, reliable analytics — all in just four weeks.<br /><br />Here’s what we delivered:<br />✔ Migrated and consolidated data from six systems into a centralized Microsoft Fabric data layer<br />✔ Automated secure data ingestion pipelines for faster, error-free reporting<br />✔ Implemented a structured validation framework for data accuracy and compliance<br /><br />The results:<br />📊 Established a scalable, future-ready data foundation<br />⚡ Achieved real-time reporting and operational efficiency<br />🔒 Enhanced data trust and transparency across the enterprise<br />🚀 De-risked future investments with a successful Proof of Value<br /><br /><br />By modernizing its data architecture with Microsoft Fabric, FoodPharma now operates with clarity, confidence, and speed — paving the way for the next era of digital transformation.<br /><br />👉 Ready to unify your data and accelerate insights? Let’s talk: https://kanerika.com/meet<br /><br /><br />#MicrosoftFabric #DataAnalytics #DataEngineering #DataTransformation #DigitalTransformation #Kanerika #BusinessIntelligence #DataModernization #DataOps #FabricCaseStudy #FoodPharma #FabricMigration #AIReadyData #DataIntegration #PowerBI 1:49
YouTube Video UExVMllwMFhvRUI2WUZaWDdZaGhOVjFsMTAwdnF6U2JVcy40NzE2MTY1QTM3RUI3QkU3

Streamlining Data Operations and Reporting with Microsoft Fabric

Kanerika Inc. October 16th

In this case study, discover how Kanerika helped a global leader in employee benefits—serving 17,000+ clients, including Fortune 500 companies—modernize their analytics ecosystem and unlock real-time insights.<br /><br />The client faced challenges like complex data flows, static dashboards, and heavy IT dependency that slowed decision-making.<br />Our team stepped in to implement a unified, self-service analytics solution using SSIS, Azure Data Factory, and Power BI.<br /><br />Here’s what changed:<br />✔ Streamlined ETL pipelines for reliable reporting<br />✔ Unified dashboards for real-time, interactive insights<br />✔ Custom KPIs enabling faster, data-driven decisions<br /><br />Results achieved:<br />🚀 3x improvement in ROI reporting accuracy<br />📊 75% higher visibility into employee engagement<br />⚡ 62% reduction in time-to-insight<br /><br />Kanerika’s data modernization approach helped the client move from static reporting to dynamic intelligence—empowering smarter decisions and continuous innovation.<br /><br />👉 Watch now to see how unified BI can transform your business analytics.<br />Learn more at https://kanerika.com<br /><br />#DataAnalytics #BusinessIntelligence #PowerBI #AzureDataFactory #DataTransformation #EmployeeBenefits #AnalyticsModernization #Kanerika #DataDriven #DigitalTransformation #BI #ETL #DataEngineering #CaseStudy #AnalyticsStrategy 1:45
YouTube Video UExVMllwMFhvRUI2WUZaWDdZaGhOVjFsMTAwdnF6U2JVcy44MkM2RjVEQkQ5N0I2MjVE

Transforming Employee Benefits’ Analytics Through Unified Business Intelligence

Kanerika Inc. October 13th

A leading investment firm struggled with repetitive fund queries, manual LPA term extraction, and slow investor onboarding.<br /><br />Kanerika implemented AI-powered answer extraction with Salesforce integration and automation, achieving:<br /><br />✅ 70% of repetitive queries auto-resolved<br />✅ 60% reduction in manual data entry errors<br />✅ 3x faster investor onboarding<br /><br />🔗 Learn more: https://www.kanerika.com<br /><br />📅 Book a call: https://www.kanerika.com/meet<br />#AI #FinancialTechnology #Kanerika #InvestorOnboarding 1:24
YouTube Video UExVMllwMFhvRUI2WUZaWDdZaGhOVjFsMTAwdnF6U2JVcy44QTA1QTQyRTc3M0VGQzYx

AI-Powered Answer Extraction for Enhanced Investor Servicing & Onboarding Efficiency

Kanerika Inc. September 9th

A leading private equity fund administrator wanted to speed up legal reviews and ensure compliance while reducing reliance on external counsel.<br /><br />By integrating AI and NLP, Kanerika enabled the client to cut legal review time, enhance compliance, and automate critical processes — ultimately making fund management smarter, faster, and more efficient.<br /><br />👉 Want to streamline your fund operations? Contact us!<br /><br />#ai #nlp #regulatorycompliance #finance #kanerika #dataanalytics #dataanalysis 1:33
YouTube Video UExVMllwMFhvRUI2WUZaWDdZaGhOVjFsMTAwdnF6U2JVcy4wMDFGNzBEOTU4Q0Y1Q0RG

AI-Driven LPA Summarization for Fund Benchmarking & Regulatory Compliance

Kanerika Inc. September 9th

A global packaging leader wanted to modernize its data engineering workflows for smarter lead and opportunity management. To make this possible, they partnered with Kanerika.<br /><br />Using our proprietary ADF to FDF migration tool, we transitioned the client from legacy Azure Data Factory (ADF) and Synapse Data Factory (SDF) into the unified, high-performance Microsoft Fabric Data Factory (FDF) platform.<br /><br />This transformation delivered:<br />✅ Streamlined data workflows<br />✅ Faster, more reliable insights<br />✅ Future-ready infrastructure for business growth<br /><br />Watch how Kanerika enabled a global leader to strengthen its competitive edge through innovation in data engineering.<br /><br />#DataEngineering #MicrosoftFabric #CaseStudy #Kanerika #DigitalTransformation 1:49
YouTube Video UExVMllwMFhvRUI2WUZaWDdZaGhOVjFsMTAwdnF6U2JVcy4xNTZBNUQxMDZBQzFGMjkw

Elevating Data Maturity for a Global Packaging Leader

Kanerika Inc. September 3rd

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