Most AI failures are not “AI problems.”
They are mainly governance problems: unclear accountability, weak data controls, and security gaps.
If you work in AI / data / cybersecurity, comment one control you believe every organization must implement in 2026.
#AIGovernance #DataGovernance #Cybersecurity #TrustworthyAI #SecurityGovernance
Social Sage (@TheSocialSage1)
데이터 주권(data sovereignty)이 기업과 정부의 핵심 이슈로 부상하면서 디지털 자산의 보안과 컴플라이언스 관리를 위한 효과적 리스크 관리의 중요성을 강조함. 조직들이 충분히 대비하고 있는지 의문을 제기하며 관련 내용은 TechRadar를 통해 공유되었다고 밝힘.
Poor JSON validation and schema drift quietly cause data failures costing enterprises millions annually. Implementing layered defence, validation, and observability strategies can mitigate these risks and improve data integrity.
Discover more at https://smarterarticles.co.uk/the-quiet-catastrophe-how-bad-json-costs-enterprises-millions?pk_campaign=rss-feed
#DataQuality #SchemaValidation #DataGovernance #HumanInTheLoop
The FTC finalized a consent order limiting GM and OnStar’s ability to share geolocation and driving behavior data and requiring explicit consent, access rights, and opt-out controls.
While not a breach scenario, the case is relevant to InfoSec and privacy teams as it reflects:
- Regulatory expectations for telemetry and behavioral data
- Risks tied to secondary data use
- Growing scrutiny of embedded and IoT-style data collection
How should security and privacy teams approach data governance in connected systems?
Follow @technadu for grounded reporting at the intersection of security, privacy, and regulation.
#InfoSec #PrivacyEngineering #ConnectedSystems #DataGovernance #TechNadu
Understanding Vendor Lock-In: Impacts, Examples, and Avoidance Strategies
This article is intended to help readers better understanding vendor lock-in by identifying its impacts, examining examples, and highlighting avoidance strategies.
After reading, you should:
be familiar with the concept of vendor lock in
be aware of potential impacts vendor lock-in can ...
Continued 👉 https://blog.radwebhosting.com/understanding-vendor-lock-in-impacts-examples-and-avoidance-strategies/?utm_source=mastodon&utm_medium=social&utm_campaign=mastodon.social #datagovernance #supplychain #businesscontinuance #digitalsovereignty #vendorlockin
Alle reden über KI.
Wir haben über die Nebenwirkungen gesprochen.
Warum Schatten-IT entsteht.
Warum Security oft als Bremse missverstanden wird.
Und warum viele 2026 merken werden, dass sie Tools bedienen können – aber keine Verantwortung tragen.
Ein Neujahrs-Talk ohne Hype.
👉 Video jetzt ansehen
OpenAI has introduced ChatGPT Health, a dedicated environment for health-related AI interactions with purpose-built privacy controls.
Security-relevant highlights include:
• Data isolation from standard ChatGPT sessions
• Encryption at rest and in transit
• Explicit opt-in for third-party health apps
• No Health data used for foundation model training
• Immediate and final access revocation options
The feature reflects a growing push to align consumer AI tools with stricter data governance expectations in healthcare contexts.
From a security and privacy standpoint, what controls matter most here?
Source: https://cyberinsider.com/openai-launches-chatgpt-health-with-promises-of-strong-data-privacy/
Share your analysis and follow @technadu for security-aware tech reporting.
#HealthDataSecurity #AIPrivacy #Infosec #DataGovernance #SecureByDesign #HealthcareSecurity
Meta transiciona hacia un modelo de verificación descentralizado, replicando la arquitectura de 'Community Notes'. Un cambio estructural en la gobernanza de datos. 🧠👾 🔗 https://www.glitchmental.com/2026/01/meta-elimina-verificadores-notas-comunidad-x-2026.html #DataGovernance #Meta #SocialMedia #GlitchMentalMX
AI in Data Lineage and Catalog Curation #shorts #datagovernance #ai #aigovernance #datacatalog
Visit our Website: Check out our Blog Posts: Schedule a demo with us: ... source
Why data governance is your next revenue engine and not just a compliance checkbox.
Data governance sometimes brings negative thoughts by being seen as a dry, bureaucratic necessity to keep regulators happy. But what if I told you that treating data governance as a strategic asset can directly drive revenue and business growth?
Let’s reframe the conversation.
Trusted data = Confident decisions
When data is accurate, consistent, and accessible, teams across your organization, from marketing to sales to product, can make faster, smarter decisions. Imagine your sales team acting on real-time customer insights or your product team launching features backed by clean, reliable usage data. That’s revenue acceleration in action.
Unlock hidden opportunities
Governed data isn’t just about avoiding errors; it’s about uncovering patterns and opportunities. With a solid governance framework, you can confidently analyze customer behavior, optimize pricing strategies, or identify untapped markets. It’s like turning on a spotlight in a dark room, suddenly, everything becomes actionable.
Fuel AI and innovation
AI and machine learning thrive on high-quality data. Without governance, AI models are built on shaky foundations, leading to biased outcomes or missed predictions. But with clean, well-managed data? You are poised to innovate faster, personalize experiences, and stay ahead of competitors. Think of data governance as the rocket fuel for your AI initiatives.
Build customer trust (and loyalty)
In times data privacy concerns, customers reward transparency. A robust governance framework ensures compliance with regulations like GDPR, PIPL or CCPA, but it also signals to customers that you value their data. That trust translates into loyalty, repeat business, and positive word-of-mouth: all revenue drivers.
Break down silos, boost collaboration
Governance creates a common language for data across departments. When everyone understands how data is defined, stored, and used, collaboration skyrockets. Marketing and sales align on customer journeys, finance and operations sync on performance metrics, resulting in cohesive strategies that maximize revenue potential.
Data governance is a revenue enabler
Data governance isn’t a cost center; it’s a revenue enabler.When you invest in governance, you are not just avoiding fines, you are building a foundation for growth, innovation, and customer-centric approach.
#data #DataGovernance #business #marketing #collaboration #customer #privacy #GDPR #PIPL #CCPA #digital #DigitalTransformation #AI #innovation #artificialintelligence #technology #tech
🚨 New article now available online!
Managing large quantities of information is a challenge that has to be addressed in many areas of modern economy, including those relatively removed from the IT field. As the research shows, the construction industry often lags behind the other sectors in terms of data protection and organisation.
Ornella Tanga Tambwe, Clinton Ohis Aigbavboa, Opeoluwa Israel Akinradewo, and Seyi Segun Stephen offer a case study in the current state of the field. In their paper “The Impact of Data Governance on Data Management in the South African Construction Industry,” they present results of a survey conducted among professionals from the South African capital province of Gauteng along with their implications for further decision making.
Learn more about their findings and analysis: https://www.acigjournal.com/The-Impact-of-Data-Governance-on-Data-Management-in-the-South-African-Construction,213473,0,2.html
🌐 Applied Cybersecurity & Internet Governance (#ACIG) is published by #NASK – National Research Institute
#construction #constructionIndustry #dataProtection #dataManagement #dataGovernance
Africa: Oladipo - Africa's Voice On Global Data Governance: [Leadership] Professor Francisca Onaolapo Oladipo has joined the ranks of Nigerians flying the country's flag in the international community. http://newsfeed.facilit8.network/TQC8hQ #Africa #DataGovernance #Leadership #NigeriansAbroad #GlobalInfluence
Search queries are more than convenience — they’re a form of data exhaust most orgs overlook.
This piece compares SearXNG (self-hosted, architectural control) and Brave Search (privacy-focused search as a service), helping privacy and compliance teams assess where trust should live. It’s not just about privacy for individuals — it’s about governance for organizations.
👉 https://medium.com/@biytelum/searxng-vs-brave-search-control-or-convenience-for-privacy-minded-teams-6064a30c28cf
#Privacy #Tech #B2B #DataGovernance
🚀 Dive into the latest Innovator Session where AIM and Snowflake explore AI‑driven organisations. Learn how data teams can boost governance, integrate workflows, and shape the future of work. A must‑read for anyone building smarter, collaborative enterprises. #AI #Snowflake #FutureOfWork #DataGovernance
🔗 https://aidailypost.com/news/aim-snowflake-host-innovator-session-ai-driven-organisations
Data sovereignty shapes global trust. Your view matters. Share it. #DataSovereignty #DigitalTransformation #TechnologyStrategy #CorporateGovernance #GlobalBusiness #DigitalTrust #DataGovernance #CrossBorderData #CloudSecurity
https://www.linkedin.com/pulse/new-power-map-why-data-sovereignty-shapes-fate-sanjay-k-mohindroo--ikclc
Data sovereignty shapes global trust. Your view matters. Share it. #DataSovereignty #DigitalTransformation #TechnologyStrategy #CorporateGovernance #GlobalBusiness #DigitalTrust #DataGovernance #CrossBorderData #CloudSecurity
https://www.linkedin.com/pulse/new-power-map-why-data-sovereignty-shapes-fate-sanjay-k-mohindroo--ikclc
The California DROP Act launched Jan 1, 2026 — giving residents a centralized way to opt out of data sales and request deletion across registered data brokers.
Mandatory registration, structured timelines, and potential per-request fines make this more than symbolic.
Whether you’re a consumer or a business handling third-party data, this is real privacy enforcement happening now.
👉 https://medium.com/@biytelum/californias-drop-act-is-live-and-it-quietly-changes-data-privacy-forever-d97bb496bb78
#Privacy #CCPA #CalPrivacy #DataGovernance
As of January 1, 2026, California’s DROP platform is live, allowing residents to submit a single opt-out and deletion request to registered data brokers (500+). While brokers aren’t required to process requests until August 1, 2026, this marks a major shift toward enforceable consumer data rights — and real friction for the data broker economy.
#Privacy #CCPA #CalPrivacy #DataGovernance
An alleged cyber incident involving Tokyo FM Broadcasting Co., Ltd. has been claimed by a threat actor, with reports suggesting possible exposure of personal and system-related data.
The incident is currently unverified, underscoring the need for caution when assessing early breach claims. From an InfoSec perspective, this reinforces the importance of logging, monitoring, incident validation, and coordinated disclosure processes.
How do you balance early awareness with responsible communication?
Source: https://x.com/H4ckmanac/status/2006848430300086767?s=20
Engage in the discussion and follow TechNadu for measured InfoSec reporting.
#InfoSec #ThreatIntel #IncidentResponse #CyberRisk #DataGovernance #TechNadu
2025的最後一天，一起展望2026吧！
回顧臺灣2025的資料相關政策
在確保安全、賦予自主與推動加值創新間努力
哪項是你認為2025最重要的「資料事」？
有什麼是我們沒有提到但您認為很重要的時刻？
歡迎留言、私訊跟我們分享！
PyData Taipei 在此也預祝大家新年快樂🥳
#PyData #datascience #python #data #datagovernance #PyDataTaipei
