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Latest Articles

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LLM Evaluation Framework: Metrics, CI/CD, and Governance

TL;DR An LLM evaluation framework is a structured system for testing and monitoring AI models before and after deployment. It goes beyond one-time benchmarks, covering metrics selection, test dataset design, deployment gating, and ongoing monitoring in production. This guide covers the three evaluation layers every enterprise needs, the metrics that matter by use case, agentic system evaluation, and the connection

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data versioning tools

Data Versioning Tools in 2026: A Practical Guide for Enterprise Data Teams

TLDR: Data versioning tools let teams track, compare, and restore earlier states of datasets, much the same way Git manages code. The market went through significant consolidation in late 2025: lakeFS acquired DVC in November 2025, and both major table formats pushed major releases (Delta Lake 4.1.0 in March 2026, Apache Iceberg v3 in public preview on Databricks since April

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Custom Software Development Company: How to Choose & Build (2026)

TL;DR Choosing a custom software development company comes down to three factors: technical depth in your stack, delivery model transparency, and cultural fit for how your team manages external partners. Offshore-heavy partners can reduce hourly rates by 40–60% but introduce timezone and communication overhead that erodes those savings without a structured engagement model. The lowest bid rarely delivers the lowest

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Our Informative Video Library

FoodPharma’s Reporting Transformation with Microsoft Fabric and Kanerika

Kanerika Inc. June 15th

Migrating Legacy QlikView Reporting to Real-Time Power BI Analytics | Case Study

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

Enabling Faster Insights with Informatica to Microsoft Fabric Migration

Kanerika Inc. April 5th

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

Kanerika Inc. January 20th

How Microsoft Fabric Helps Reduce Cost & Boost Data Performance: A Case Study

Kanerika Inc. December 14th

Enhancing Decision-Making and Reducing Costs with Power BI.

Kanerika Inc. November 24th

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50%

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30%

Reduction in Project Timelines for Pharmaceutical Firms

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