Today's Big Data Pulse
Leadership Gaps Hamper Data Engineering Teams, Survey Finds
Three 2026 surveys of 1,629 data professionals reveal organizational issues now dominate data‑engineering bottlenecks. In January, weak leadership direction and poor requirements accounted for 40% of top‑bottleneck votes, while by April 50% cited lack of clear ownership as the biggest pain point. Legacy systems and tooling were far lower priorities, at 25% and under 5% respectively.
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By the numbers: Sensor Tower acquires AppMagic to expand SMB offering
PostgreSQL Performance: Is Your Query Slow or Just Long-Running?
PostgreSQL performance issues fall into two distinct categories: slow queries caused by inefficient execution, and long-running queries that simply process large workloads. Slow queries consume excess CPU and I/O due to missing indexes, bad statistics, or poor join strategies, while long-running queries may be appropriate for batch ETL or reporting tasks. The article stresses that only business stakeholders can decide if a query warrants tuning, as premature optimization can add unnecessary indexes and operational risk. Recognizing the difference guides DBAs toward proper tuning or workload scheduling.
Embed Governance in Tools, Not Just Policies
Most companies think data governance is about policies and committees. The ones that get it right embed governance into their tools. https://www.ssp.sh/brain/data-governance
Analysts Question CDP Dominance as AI and Zero‑Copy Integration Rise
Analysts and marketers are reevaluating the supremacy of Customer Data Platforms (CDPs) amid AI‑driven orchestration, zero‑copy data activation and tighter privacy rules. Zeta Global’s CTO warns static CDP software may be replaced by generative, composable interfaces by 2026, signaling a...
Woodway Assurance Launches EviData Feature to Tackle Quebec and EU Anonymization Rules
Woodway Assurance introduced an automated inference‑risk assessment module for its EviData platform, aimed at meeting Quebec's privacy regulations and the EU's GDPR. The feature debuted today at a Toronto event co‑hosted with PwC Canada, giving organizations a scalable way to...
AEON360 Teams with Google Cloud to Launch AI‑Driven Shopping Ecosystem Across Southeast Asia
AEON360 announced a strategic partnership with Google Cloud to build an AI‑driven shopping ecosystem that will debut in Malaysia and later expand throughout Southeast Asia. The collaboration centers on a contextual intelligence engine, a new Innovation Foundry in Kuala Lumpur,...
Gartner Finds AI Leaders Spend Four Times More on Data Foundations, Boosting Consulting Demand
Gartner’s latest study shows AI‑focused enterprises allocate four‑fold higher budgets to data foundations than their peers, underscoring a growing market for management‑consulting services around data strategy, governance and AI implementation. The finding highlights a strategic shift as firms race to...
Suffolk Technologies Invests in Speckle to Power AI-Ready Design Intelligence
Suffolk Technologies announced a strategic investment in Speckle, the AEC design‑intelligence platform, to turn fragmented BIM data into AI‑ready assets. The move targets the 95.5% of project data that remains unused and could reduce the average $860,000 rework cost per...
Microsoft Launches Fabric IQ to Unify Financial Regulation Ontology
Microsoft unveiled Fabric IQ, a data platform that builds a unified ontology across banking, capital markets and peer‑to‑peer lending. The solution aims to give regulators a single, machine‑readable view of interconnected financial risks, starting with a pilot for Indonesia's financial...
What Is a Business Intelligence Strategy? A Guide to Scalable, AI-Ready Analytics
Business Intelligence (BI) strategy is a long‑term blueprint that defines how organizations collect, govern, analyze, and operationalize data to achieve business goals. It ensures consistent metric definitions, embeds insights into workflows, and balances governance with self‑service access. Modern BI strategies...
3 Data Trends Shaping the Race to AI Across Industries in 2026
Snowflake’s Data Trends 2026 report identifies three cross‑industry AI imperatives: agentic AI is moving from pilot to production, the data foundation remains the chief bottleneck, and governance with semantic standards is emerging as a competitive moat. The report cites that...
Personalized PageRank Reveals High-Impact Nodes in 9M-Edge Graph
So... "ai, explain what I just did": we ingested 9M+ directed edges from X into a weighted influence graph, then ran a personalized PageRank variant — tuned for human accounts — to surface eigenvector centrality at scale. once you know the...
Data Lakes Gain Full ACID Guarantees Like Traditional Databases
Normally ACID means a database. But now data lakes like Delta Lake added these features too. Atomicity, Consistency, Isolation, Durability. Simple files on S3 now have the same guarantees as Postgres. https://www.ssp.sh/brain/acid-transactions
Why Embedding Pipelines Break at Scale and How Lakehouse Architecture Fixes Them
Embedding pipelines work well for small prototypes but quickly break when the document corpus grows to millions and models evolve. Re‑embedding entire datasets becomes costly, and vector databases lack the lineage needed to answer compliance questions about which model or...
Pinecone Makes Dedicated Read Nodes Generally Available
Pinecone announced the general availability of Dedicated Read Nodes (DRN), a new tier that offers fixed hourly pricing, always‑hot data, and scalable read capacity for vector‑search workloads. DRN delivers predictable low‑latency, high‑throughput reads by provisioning memory and local SSD, while...
Data‑rich SaaS Firms Poised for AI‑driven Growth
5 fast-growing SaaS companies with strong moats + AI tailwinds 👇 Companies that already own data + distribution are in the strongest position. $SNOW Snowflake | NTM growth +26.2% Snowflake is positioning itself as the core layer for enterprise AI. Tools like...
Data Governance: Fast‑Pass to Faster, Confident Decisions
Data governance sounds like bureaucracy. In reality, it’s a fast-pass to faster, more confident decision-making. Here’s why it matters more than ever 👉 https://t.co/BXkcbZnc00 @DI_tweet #HIMSS26 #HITSM
Monitor Databricks with Grafana Cloud for Instant Visibility Into Your Workloads
Grafana Cloud launched a native Databricks integration that streams billing, job, pipeline, and SQL warehouse metrics directly into Grafana dashboards. The offering includes three prebuilt dashboards and 14 default alert rules tailored for FinOps, SRE, and analytics teams, eliminating the...
Metadata Driven Data Engineering: Declarative Pipeline Orchestration in Lakeflow
Databricks Lakeflow introduces a metadata‑driven, declarative model for streaming pipelines, letting engineers define tables and flows with simple Python decorators instead of hand‑coded Spark jobs. The platform automatically infers dependencies, builds an execution DAG, and orchestrates jobs with built‑in retry,...
Eight R/CLI Tools Simplify Excel, TSV, CSV Handling
8 R/command line tools to deal with excel, tsv and csv files 🧵 that makes your life easier https://t.co/X3AU0OARmR
Trump‑Branded $10B AI Data Center Stalls as CEO Departs, Shares Dive 75%
The President Donald Trump Advanced Energy and Intelligence Campus, a $10 billion AI data‑center project in the Texas Panhandle, hit a major roadblock when CEO Toby Neugebauer abruptly left the company. The departure triggered a 75% plunge in the firm’s shares...
BESS Analytics ‘Bridge the Gap Between Technical Performance and Commercial Outcomes’
Battery energy storage system (BESS) operators are turning to cloud‑based analytics to overcome fragmented data and inconsistent performance metrics. TWAICE, a German firm with a growing U.S. presence, provides a platform that standardizes health, performance, and lifetime metrics across individual...
Data Authenticity & Accountability Crucial in the AI Age
Data authenticity has become a cornerstone of AI deployment as deepfake and synthetic‑data threats rise, exposing firms to fraud, litigation and reputational damage. The EU’s new digital omnibus aims to streamline AI, cybersecurity and data rules, promising roughly $6 billion in...
Kleene.ai Launches KAI Assistant A Native AI Interface for Its Data and Analytics Platform
Kleene.ai introduced KAI Assistant, a native AI layer that lets data teams and business users generate SQL, debug pipelines, and explore data using natural language. The tool, built on Google Gemini via Vertex AI, converts data to synthetic form with...
Tredence Named a Market Leader in the Inaugural ISG Provider Lens™ 2026 Databricks Ecosystem Partners Report
Tredence has been named a Leader in ISG’s inaugural Provider Lens™ 2026 Databricks Ecosystem Partners report. The firm is praised for its AI‑first, agent‑based approach to modernizing data estates and accelerating decision intelligence on Databricks. The recognition highlights Tredence’s portfolio...
Day 158: User Behavior Analytics - Catching the Insider Threat
The post outlines building a User Behavior Analytics (UBA) system that learns normal employee activity and flags anomalies in real time. By establishing a behavioral baseline, the solution can spot insider threats such as off‑hours server access or sudden data‑exfiltration...
Wearable Health Data Boom Drives Doctors Toward New Big‑Data Analytics
A surge in consumer wearables—now a $100 bn industry—has clinicians scrambling to integrate continuous biometric streams into medical workflows. Doctors cite raw data overload, new AI‑driven coaching tools and emerging analytics platforms as essential to turn wrist‑ and finger‑sourced metrics into...
Building Banking Systems with Kafka Streams with Mateo Rojas | Ep. 28
In this episode, Mateo Rojas recounts his early‑day experiences building a policy‑management platform for a banking‑type application using Kafka Streams when the technology was still nascent. He describes the challenges of orchestrating multiple microservices via stream joins, handling windowing limits,...
The Hidden Complexity of Multi-Cloud Data Architecture (And How to Master It)
A Fortune‑500 enterprise migrated 440 products to a multi‑cloud environment spanning AWS, Azure and GCP, ending up with 57 Snowflake accounts and soaring egress costs. The team discovered that compute, not storage, accounted for over 80% of spend and that...
Google Cloud Next Spotlight Shows CTOs How to Turn Legacy Data Into Action‑Oriented AI Systems
Andi Gutmans and Yasmeen Ahmad presented a Spotlight session at Google Cloud Next that offered CTOs a framework for converting traditional system‑of‑record data stores into system‑of‑action architectures that can be orchestrated by AI agents. The guidance, aimed at preventing breakage...
Elastic Unveils AI‑Powered Observability Features in 2026 Spring Release
Elastic introduced AI‑suggested log processing and out‑of‑the‑box alert templates during its 2026 Spring webinar on May 16, expanding its observability stack to help enterprises automate insight from complex data streams. The rollout targets faster detection and reduced manual configuration for...
What Power BI DirectQuery Does to Your SQL Server (and How to Fix It)
Power BI DirectQuery pushes every visual interaction to SQL Server as live T‑SQL, turning dashboards into a flood of ad‑hoc queries. The generated SQL is verbose, with nested subqueries, CASTs and non‑sargable predicates that strain the plan cache and indexes....
GitHub Copilot's New Policy for AI Training Is a Governance Wake-Up Call
GitHub announced that, beginning April 24, 2026, interaction data from Copilot Free, Pro and Pro+ users—including prompts, code snippets and context—will be used to train its AI models by default, unless users opt out. Business and Enterprise customers are exempt...
Delska Opens 10 MW AI‑Optimized Data Center in Riga, Wins Top Construction Award
Delska inaugurated its EU North Riga LV DC1 facility, a 10 MW data center built for AI and high‑performance computing, and received the Latvian Construction Annual Award. The launch, attended by over 400 officials and industry leaders, underscores the Baltic region’s...
Loop Secures $95 Million to Deploy AI That Predicts Supply‑Chain Disruptions for E‑commerce
Loop announced a $95 million financing round to accelerate its AI platform that predicts supply‑chain disruptions. The capital will be used to expand the service for e‑commerce merchants seeking more reliable fulfillment and inventory management.
Palantir Forces Public Sector Transparency, Threatening Opacity
How many people know that Palantir has always explicitly sought to create an operational environment in which decisions, data, and actions by the PUBLIC SECTOR are so thoroughly recorded and linked that they can always be reconstructed and scrutinized after...
Utilities' $713 Billion Digital Push Opens New Consulting Frontiers
Utilities are set to invest $713 billion in grid digitalization over the next six years, a wave that is creating massive opportunities for management consultants to guide strategy, financing and implementation. The shift is spurred by renewable growth, EV charging and...
Atlassian to Harvest Jira and Confluence Data by Default for AI Training
Atlassian announced that, effective Aug. 17, 2026, it will automatically collect metadata and in‑app content from Jira, Confluence and other cloud products to train its AI models. The policy covers roughly 300,000 global customers, with free, standard and premium tiers...
Tadawulcom Real Estate Secures $400K Seed Round to Accelerate Saudi PropTech
Tadawulcom Real Estate, a Saudi‑based SaaS platform for brokers and agencies, closed a $400,000 seed round from an angel investor. The capital will fund new market‑intelligence tools, dynamic mapping, and regional expansion, positioning the firm at the forefront of the...
MBZUAI Launches Fully Funded Ruwwad AI Scholars Fellowship to Nurture UAE Data Talent
Mohamed bin Zayed University of Artificial Intelligence (MBZUAI) announced the Ruwwad AI Scholars (RAIS) Fellowship, a fully funded two‑year postdoctoral program for Emirati PhDs. The initiative targets a pipeline of homegrown AI researchers who will staff future faculty positions and...
Verisk Analytics Pushes AI‑driven Data Solutions Into Europe’s Insurance Market
Verisk Analytics announced a focused expansion into Europe, targeting Germany, Austria and Switzerland with AI‑enabled data and analytics tools for insurers. The move aims to meet rising demand for precise risk modeling amid tighter regulations and accelerating digital adoption.
Pitt Researchers Leverage Big‑Data Model to Forecast Texas Measles Outbreak
University of Pittsburgh public‑health scientists deployed the FRED big‑data simulation to map a 2025 measles surge that infected more than 800 Texans and killed two children. The model’s granular forecasts helped state officials target vaccination campaigns and curb the outbreak’s...
DNV Unveils Integrated Wind‑Solar Data Platform to Boost Renewable Forecasting
DNV has launched an integrated wind‑and‑solar data‑management platform that consolidates asset information to improve forecasting accuracy and operational efficiency across power systems. The solution is positioned to address growing data‑handling challenges as renewable portfolios expand worldwide.
How to Scrape JavaScript-Heavy Websites for LLM Pipelines with Cloudflare Browser Rendering
Modern LLM pipelines struggle with JavaScript‑heavy sites because traditional scrapers only capture the initial HTML, missing hydrated content. Cloudflare’s Browser Rendering (now called Browser Run) runs headless Chrome on the edge and offers two layers: Quick Actions for single‑request rendered...
Data Platforms Transform Semiconductor Manufacturing Efficiency
#Technology #Blog #Semiconductor #Manufacturing #Data BLOG-323 | The Emergence Of Data Platforms In Semiconductor Manufacturing: https://www.chetanpatil.in/the-emergence-of-data-platforms-in-semiconductor-manufacturing/
Office Solution AI Labs Launches Pulse Convert, Slashing BI Migration to Microsoft Fabric to 90 Days
Office Solution AI Labs unveiled Pulse Convert, an automated engine that reduces migration from legacy BI tools to Microsoft Fabric from 18 months to 90 days while delivering up to 90% conversion accuracy. The launch targets global enterprises seeking to...
NTT Data to Build One of Japan’s Largest AI‑Focused Data Centers Near Tokyo
NTT Data Group announced plans to build one of Japan’s biggest AI‑centric data centers just outside Tokyo. The facility will target cloud service providers that need high‑performance compute for artificial‑intelligence and big‑data workloads, underscoring rising demand for infrastructure in the...
Blackstone Invests $17 Million in TextQL to Power Instant AI Answers for Executives
Blackstone’s early‑stage arm, Innovations Investments, led a $17 million strategic round in TextQL, a startup that uses AI agents to turn plain‑language questions into instant data insights. CEO Ethan Ding says the funding will accelerate entry into low‑liquidity markets like finance...
Oracle and AWS Launch Direct Managed Connection to Streamline Multicloud Data Pipelines
Oracle and Amazon Web Services have unveiled a jointly managed interconnect that links Oracle Cloud Infrastructure with AWS Interconnect, promising faster, more private data transfers for enterprises. The service, slated for release in the US East (N. Virginia) region later...
![$220K Lost to a Fraud Model That Passed a 0.82 Accuracy Check [Edition #5]](/cdn-cgi/image/width=1200,quality=75,format=auto,fit=cover/https://substackcdn.com/image/fetch/$s_!fOxT!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F444d8dff-2e3d-4216-b86d-30b379177d49_1200x1200.png)
$220K Lost to a Fraud Model That Passed a 0.82 Accuracy Check [Edition #5]
FinFlow AI, a Series B fintech processing 15 million daily transactions, lost $220,000 after a schema change rendered the merchant_zip feature null. The XGBoost fraud model still met its 0.82 accuracy threshold, so the corrupted data went undetected and fraud capture...
Mangrove Systems Acquires Grain Ecosystem Assets to Expand Biochar MRV Platform
Mangrove Systems has purchased select operating assets from Grain Ecosystem, adding a cohort of North American biochar operators to its MRV platform. The deal consolidates a fragmented market, giving Mangrove broader data coverage and stronger positioning in the fast‑growing carbon‑removal...