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Latest Articles

Team of professionals reviewing data visualizations on a large screen during LLM training planning

LLM Training in 2026: What to Know Before You Build

TL;DR LLM training is the process of teaching a language model to predict text, then adapting it to follow instructions and match human preferences. It runs in three stages, which are pre-training on trillions of tokens, fine-tuning on task data, and post-training alignment with methods such as RLHF and DPO. Most enterprises start from an open-weight foundation model and fine-tune

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Team of professionals reviewing data visualizations on a large screen during LLM training planning

LLM Training in 2026: What to Know Before You Build

TL;DR LLM training is the process of teaching a language model to predict text, then adapting it to follow instructions and match human preferences. It runs in three stages, which are pre-training on trillions of tokens, fine-tuning on task data, and post-training alignment with methods such as RLHF and DPO. Most enterprises start from an open-weight foundation model and fine-tune

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SQL in database

SQL Database in Microsoft Fabric: What to Know Before You Build

TL;DR SQL Database in Microsoft Fabric is a database for operational applications. It runs the same engine as Azure SQL and keeps data in OneLake. Applications and analytics then read one governed copy. It fits departmental apps, line-of-business systems, and AI features that need fresh data. It does not replace SQL Server for every workload. Very large transactional systems and

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Our Informative Video Library

Business Ontology on Microsoft Fabric: Global Pharma Case Study

Kanerika Inc. September 3rd

Microsoft Fabric Case Study: Order Lead Time Analytics for Manufacturing

Kanerika Inc. September 1st

Invoice Processing Automation Case Study: 80% Less Manual Work

Kanerika Inc. August 20th

Dedicated Engineering Team Case Study: Scaling Through a PE-Backed Merger

Kanerika Inc. August 6th

Microsoft Fabric Case Study: FoodPharma Cuts Reporting to 90 Minutes

Kanerika Inc. June 15th

QlikView to Power BI Migration: 70% Less Manual Reporting

Kanerika Inc. June 3rd

Enhancing Brand Compliance and Approval Workflows with Conversational AI

Kanerika Inc. May 18th

Building an AI-Powered Compliance Platform That Scales Across Jurisdictions

Kanerika Inc. May 13th

Data Accuracy in Premium Reconciliation with Automation for Fortegra | Kanerika's case study

Kanerika Inc. April 14th

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