BARC's 2026 Data, BI & Analytics Trend Monitor (1,579 pros, largest survey) ranks data quality management #1 at 7.9/10, ahead of security/privacy. Makes sense -- AI work depends on clean data.
@rachelsprague.com
@rachelsprague.comBARC's 2026 Data, BI & Analytics Trend Monitor (1,579 pros, largest survey) ranks data quality management #1 at 7.9/10, ahead of security/privacy. Makes sense -- AI work depends on clean data.
@carrierlookup.bsky.socialStop treating carrier lookup as a simple address book. Start using the country_code signal as a diagnostic layer to validate E.164 consistency across your data pipelines. Learn more about data health at https://carrierlookup.online/?utm_source=bsky #DataQuality #DataEngineering
@checknumber.bsky.socialEver wonder why your bulk WhatsApp registration report shows 'unsupported' for numbers you know are active? Often, it’s a formatting mismatch in your source file. Use the export review phase to audit your input structure before processing. https://checknumber.ai/?utm_source=bsky #DataQuality #RevOps
@drieverse.comA dashboard should say how old its numbers are. Refresh as often as the decision is made, show the last update on screen, and make a stalled source obvious. People act on what they see.
@postcodeproperty.ai11 August 2026: national canary 138 passes, zero failures; the Land Registry mirror was one release behind.
@analyticsexam.bsky.socialQlik Talend Data Quality Implementer (TDQCI): what it proves, how to prepare, where it takes a data career.
@williamflaiz.comSnorkel AI just tripled to $3.5B on training-data demand. 🚩
Meanwhile I'm still finding 29% duplicate records in the same CDPs feeding $2M agent pilots.
Agents don't fix dirty data. They act on it faster, with no one watching.
@nicolauroca.bsky.socialCobrar este mes una factura anterior cambia lo que podemos deducir del total mensual. Para saber qué sigue pendiente, necesitamos relacionar cada cobro con sus facturas, no restar dos cifras del dashboard.
@exponential-e.bsky.socialAI works fast, but poor data can make its answers unreliable. Strong master data gives AI a more dependable foundation.
▬ CX Meets - Podcast Ep 04 ▬
https://www.youtube.com/watch?v=gILzwVjDuSg&t
@today0tech.bsky.socialA new explainable, header-centric framework uses column headers to perform metadata-only Column Type Annotation and Data Quality Assessment, mapping to 39 interpretable types and flagging issues like…
#ExplainableAI #KnowledgeGraphs #DataQuality #SemanticWeb
https://arxiv.org/abs/2610.10541
@emailcheckpro.bsky.socialAre you using carrier-level intelligence to inform your outreach frequency? Many teams are finding that distinguishing between personal and business domains helps them better segment their lists for more relevant engagement. https://emailcheckpro.com/?utm_source=bsky #EmailMarketing #DataQuality
@walookup.bsky.socialEver wonder why some 'registered' WhatsApp numbers feel like ghost leads? Using the ws_avatar signal helps you spot low-effort persona accounts during data triage. It provides a visual baseline for lead quality before import. https://walookup.com/?utm_source=bsky #DataQuality #WhatsApp
@ekycpro.bsky.socialStop blending infrastructure data with risk-scoring models. Use carrier intelligence as a standalone pre-check filter for list hygiene to ensure your outreach readiness before moving to deeper risk analysis. https://ekycpro.com/?utm_source=bsky #KYC #DataQuality
@carrierlookup.bsky.socialAre you pruning your lead lists based on the 'exists' flag? It’s a common mistake—this signal is for structural metadata checks, not a verdict on whether a number is active. Don't delete valid contacts by accident. Learn more at https://carrierlookup.online/api-docs?utm_source=bsky #DataQuality #API
@avatarlookup.bsky.socialMessaging platform signals are great for adding context to your CRM, but remember: an avatar is a signal, not a signature. Use them to enrich your segmentation, not as a proxy for verified identity. https://avatarlookup.com/?utm_source=bsky #DataQuality #CRM
@emailcheckpro.bsky.socialStop viewing 'undetermined' results as data-quality failures. They aren't dead ends; they are signals for your high-value manual review queue, helping you prioritize outreach for catch-all domains. Learn more at https://emailcheckpro.com/api-docs?utm_source=bsky #DataQuality #RevOps
@walookup.bsky.socialIs your lead intake pipeline effectively filtering for impersonation, or are you just waiting for a bounce to tell you something's wrong? Integrating a ws_business signal during onboarding helps teams spot suspicious patterns early. https://walookup.com/?utm_source=bsky #TrustAndSafety #DataQuality
@checknumber.bsky.socialEver notice your bulk WhatsApp check return a higher-than-usual 'unregistered' count? It’s rarely a checker glitch. Treat these results as a diagnostic for source data decay rather than a measure of marketing readiness. Check your lists at https://checknumber.ai/?utm_source=bsky #DataQuality #CRM
@williamflaiz.comPentagon report: AI overreliance factored into a missile strike.
I saw the same pattern in a $40M MarTech consolidation.
🎯 Trust the dashboard
🎯 Skip the source data
🎯 29% duplicate records feeding the agent for 11 weeks
Same failure. Different blast radius.
@nicolauroca.bsky.socialUn cliente duplicado puede multiplicar muchos pedidos al cruzar tablas. Medir solo el porcentaje de identidades repetidas oculta cuánto negocio depende de ellas. El artículo muestra un ejemplo hipotético de ese efecto.
