PAI 2.0 verification completed on 17.11.2025. Visited 3 GPs with SIPRD Faculty Member and validated submitted PAI data. – Ankita Bharali, PRA, Nagaon, Assam #PAI2 #DataValidation #PanchayatiRaj #Assam

pydantic by @pydantic Validate your Python data with ease using Pydantic, a fast & extensible library that plays nicely with your linters/IDE. Monitor your apps with Pydantic Logfire! #Pydantic #DataValidation

AI System ALERT! 🚩 Is Your Data Ready? 🤔 #AISystems #DataQuality #AIProblems #TechRedFlags #AIStrategy #DataScience #MachineLearning #TechTips #ArtificialIntelligence #DataValidation

Are you following the best practices to validate your data for accuracy & consistency? Want to know smarter ways to ensure 100% reliable insights? Explore: https://t.co/QlhyxSDPCr #Eminenture #DataValidation #DataAccuracy #SmartData #BusinessGrowth #DataSolutions #DataManagement

Curious how accurate is your data? Validation methods have its answer. Discover the best data validation methods today: https://t.co/a0krHaZ7p0 #DataAccuracy #DataValidation #CleanData #DataQuality #BusinessInsights #DataManagement #Reliable #DataDriven #accuracy #data #cleanup

Data took over @bolt_earth HQ! 💡 Teams cracked clues, solved puzzles, and proved why Data is our Oxygen. #BoltEarth #LifeAtBoltEarth #HumansOfBoltEarth #CoreValues #CultureInAction #DataScienceTeam #DataValidation #DataBacked

Completed PAI 2.0 data validation in Bhasma & Kinjirma GPs. Verified documents, cross-checked portal entries, guided GP staff, and flagged minor discrepancies for correction. Process completed successfully. — Ranjan Sabat, Odisha #PAI2 #MoPR #DataValidation #GoodGovernance

Business Intuition + Data Validation = Unstoppable Decisions by Mcdonald Ikechukwu Akogwu for Startup Stash https://t.co/pxNtRRflpD #intuition #datavalidation

🛠️ Want to ensure your @QuoteWerks data is always accurate? Our new video shows you how we can validate custom fields with a VBS script and request a value from the User. Don't miss it! https://t.co/JHpE1U3aDH #DataValidation #QuoteWerksAPI

National Change of Address (NCOA) and email/mobile validation can be obtained in many places to keep your data up-to-date. #NCOA #DataValidation

Envizom Evolves into a Full-Scale Environmental Intelligence Platform Read More: https://t.co/2pqsprENcx Bhumik Nayak, VP Product at @oizom_IoT #EnvironmentalIntelligencePlatform #DataValidation #EnvironmentalStation #ScatterCharts

Conducted PAI 2.0 field-level data validation with the PDO, President, Bill Collector, DEOs, Librarian & elected members of Sundal GP to review submitted data and ensure accuracy. – Devolla Manoj Kumar, PRA Aurad(B), Karnataka #MoPR #PAI #DataValidation #GoodGovernance

PAI 2.0 data validation conducted today at Udalbani Panchayat, ensuring accurate verification of all submitted details – Mangal Kumar Singh, PRA, Jamtara, Jharkhand #PAI2 #DataValidation #PanchayatiRaj #Jharkhand

The future of AI isn't just about making cool models, its about trusting the stuff you feed em. If your data is trash, your AI is trash. @Gata_xyz is out here with #DataValidation #Agents so your AI actually works. Build on truth. Soon Telsa cars will be powered with such #DVA

Discussed PAI 2.0 data validation with BPRC, briefed him on the process & questionnaire. Also interacted with line department officials and Panchayat Sachiv regarding validation steps. – Priyanka, PRA MoPR, Garhwa (JH) #PAI2 #DataValidation #PanchayatiRaj

Conducted field-level PAI 2.0 data verification at Kataram GP. Reviewed indicators with the Panchayat Secretary & line departments to ensure accuracy and ground truth. — Chelikani Padmalatha, PRA, Kataram Cluster, Telangana #PAI2 #MoPR #DataValidation #GoodGovernance

Visited Tejgarh GP (LGD-136425) and discussed PAI 2.0 data with GP Secretary & Sarpanch. Completed field-level validation as per MoPR guidelines. – Dharmendra Singh, PRA, Damoh (MP) #PAI2 #DataValidation #PanchayatiRaj

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Completed PAI 2.0 validation at Bagi GP. Discussed questionnaire with Gram Pradhan Vivek Rawat Ji, ADO Rajesh Negi Ji & DEO Parveen Ji, with Secretary Amit Semwal Ji present. – Nitesh Kandwal, PRA Doiwala, Dehradun (UK) #PAI2 #DataValidation #PanchayatiRaj