Latest posts tagged with #dataQuality on Bluesky
2,751 products. Two taxonomy systems. Zero manual errors. One AI-powered spreadsheet. The blueprint of AI-driven products classification: matasoft.hr/QTrendContro...
#DataQuality #Automation #Categorization #AI
2,751 products. Two taxonomy systems. Zero manual errors. One AI-powered spreadsheet. The blueprint of AI-driven products classification: matasoft.hr/QTrendContro...
#DataQuality #Automation #Categorization #AI
Not every plant needs advanced AI. It needs clean data, documented processes, and people who understand both worlds 💡 #Manufacturing #Industry40 #ArtificialIntelligence #OperationalExcellence #DataQuality #FutureOfWork #DigitalTransformation www.linkedin.com/posts/activi...
Are our systems *designed* to lie? From AI to data pipelines, we're building for plausibility over truth, risking systemic collapse. Find out why.
thepixelspulse.com/posts/how-systems-that-l...
#ai #misinformation #dataquality
HubSpot contact counts are often 20-30% inflated.
Same person. Three forms. Three records. Slight email variation -- dedup doesn't catch it.
Compare contact count vs unique company domains. If the gap is big, you know why.
#HubSpot #DataQuality
40,000-record B2B database. 18 months of accumulated contacts.
First pass:
❌ 34% duplicates
❌ 22% missing location data
❌ 600+ segmentation-breaking format errors
After CleanSmart: 26,400 clean records. Next campaign open rates up 31%.
Less is more when the less is accurate. 🧹
#DataQuality
Try the pre-configured online Spready portal. A licensed mode is available with unlimited sessions. There are demos like FurnitureProducts_Taxonomy_Matching and Products_Google_Taxonomy_Matching. Details + link: www.linkedin.com/pulse/try-un... #DataQuality #ETL #Analytics #AI #LLM
#LLMEngineering #DataEngineering #MachineLearning #RAG #MLOps #ArtificialIntelligence #DataQuality #AIInProduction #DataScience #GenAI
Most data quality problems aren't data problems. They're process problems.
Freetext job title fields will always be chaos. Picklists won't.
Fix the intake. Stop cleaning the same mess every quarter.
#DataQuality #CRM
AI is impressive until it starts sounding like it wrote everything and nothing at the same time. Better AI is not less AI. It is smarter use, better data, and humans still in the loop. #DataQuality #AIGovernance #ExplainableAI
Another talk announcement for BSides Luxembourg!
🏎️⛽ 𝗙𝗘𝗥𝗥𝗔𝗥𝗜 𝗪𝗜𝗧𝗛𝗢𝗨𝗧 𝗙𝗨𝗘𝗟: 𝗘𝗫𝗢𝗥𝗖𝗜𝗦𝗘 𝗚𝗜𝗚𝗢 𝗢𝗨𝗧 𝗢𝗙 𝗟𝗢𝗚𝗦 𝗠𝗔𝗡𝗔𝗚𝗘𝗠𝗘𝗡𝗧 - 𝗦𝗧𝗘𝗙𝗔𝗡𝗢 𝗔𝗠𝗢𝗗𝗜𝗢 & 𝗘𝗟𝗟𝗜𝗢𝗧 𝗣𝗔𝗥𝗦𝗢𝗡𝗦 📈🛡️
Throwing more data at your SIEM will not fix broken security 🚫 This talk highlights why poor log quality […]
[Original post on infosec.exchange]
Your unsubscribe data is underrated.
Which send triggered it? Which list were they on? What does that tell you about your segmentation?
Teams that analyze unsubscribes catch problems before they kill deliverability.
#EmailMarketing #DataQuality
Stages of analytics team effectiveness:
Beginner: "We have data"
Intermediate: "We're cleaning the data"
Advanced: "We trust the data"
Master: "We spend 80% on analysis, not prep"
Most teams live in stage two. Foundation is the difference.
#DataQuality #Analytics
AI is not magic.
It learns from your data —
so if your data is broken,
your results will be too.
#AIReality #DataQuality #Tech
DQaaC embeds testing into pipelines using known tools to ensure reliable, scalable data systems. #dataquality
Great blog from the LexisNexis InterAction+™ Data Quality Services team, "Data Quality: The Unsung Hero to Your Law Firm’s CRM Success - read more now! https://bit.ly/3Zak9Yv
#DataQuality #LegalTech
Monique Alcantara reveals the hidden pitfalls in data reporting that could derail your FY25 CSBG submissions—are you ready to ensure accuracy and avoid costly mistakes?
Learn more here
#US #CivicAccountability #CitizenPortal #DataQuality #CommunityServices #SubmissionErrors
The most expensive AI mistake in 2026?
Skipping the audit and going straight to the build. 🚩
29% duplicate rate in training data.
14-month roadmap.
Nobody had looked at the data.
The sequence matters as much as the strategy.
#AI #DataQuality
Q2 starts today. Spend an hour on data before you spend it on strategy.
Clear hard bounces. Fix phone formatting chaos. Standardize company names.
An hour now prevents a quarter of compounding problems.
#DataQuality #RevOps
The companies winning with AI in 2026?
Cleanest data.
Clearest strategy.
Courage to subtract before they add.
Clean your data. Simplify your stack. Build on a foundation that won't crack.
That's not a trend. That's a principle.
#AI #MarTech #DataQuality
Bad data = bad decisions.
Even the best AI won’t fix messy inputs — it will just scale the problem.
Clean data isn’t optional anymore. It’s your competitive advantage.
#DataQuality #AI #PIM
AI isn’t broken. Your data might be. Everyone wants smarter insights and faster decisions, but if the data is messy, AI just gives you bad answers… quicker and with confidence. Clean data isn’t glamorous, but it’s where the magic actually happens. #DataQuality #ExplainableAI
Data quality is back—and more critical than ever. 💾
🟢 @Qlik’s Brendan Grady says organizations in 2026 are refocusing on clean, trusted data for real-time decisions both humans and AI can trust.
#TFDSpotlight #TFDPodcast #QlikConnect #TFDx #AgenticAI #DataQuality #AI
Optimized product data = better product discovery
With Data Octopus, you can prepare product feeds that work smoothly with Luigi’s Box, without complicated setups or heavy IT involvement.
#ecommerce #productfeeds #productdiscovery #sitesearch #dataquality #luigisbox
We are drowning in data but still questioning if we can trust it. Other countries are treating data quality like a national priority. The U.S. is still piecing it together. Better systems, smarter standards and solid taxonomy are not optional anymore. #DataQuality #Taxonomy
Your marketing automation is only as good as your data.
If your "enterprise" segment is half SMBs with wrong company-size values, your nurture is hitting the wrong people.
Audit segment fields first.
#MarketingAutomation #DataQuality
Man Institutionalized Due To Mistaken Identity Will Get $975K Settlement - Honolulu Civil Beat www.civilbeat.org/2026/03/home...
#DataQuality
Data quality is back—and more critical than ever. 💾
🟢 @Qlik’s Brendan Grady says organizations in 2026 are refocusing on clean, trusted data for real-time decisions both humans and AI can trust.
#TFDSpotlight #TFDPodcast #QlikConnect #TFDx #AgenticAI #DataQuality #AI
Stages of data sabotage:
😬 Analysts clean more than analyze
📉 Campaigns feel like guesswork
🔀 Customer records don't match across systems
🤷 Nobody trusts the dashboards
⏳ Every new tool needs a "data project" first
3+ = foundation problem.
#DataQuality
An enterprise spent 8 months building an AI model.
Deployed it. Marketing shifted strategy.
Two weeks later: high-value customers misclassified. 😬
Root cause? 26% duplicate rate in training data.
Same algorithm + clean data = 3x better results.
#AI #DataQuality
