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
How to Leverage Claude for Data Analysis
Anthropic’s Claude Code helped a sales team produce a full data‑analysis case study in under an hour, turning natural‑language goals into Snowflake SQL without direct data access. By leveraging an existing dbt project, Claude iteratively generated and refined queries, quickly resolving the few issues that arose. The exercise highlighted how well‑documented data models empower AI agents to automate analytics workflows. The author shares the exact prompts used, demonstrating a repeatable process for rapid insight generation.
TGS Taps Tape Ark to Migrate Around 40 Petabytes of Data to the Cloud
Energy intelligence firm TGS has engaged Tape Ark to move roughly 40 petabytes of seismic and subsurface data into a hyperscale cloud environment. The migration leverages Tape Ark’s parallel ingest platform to accelerate high‑throughput transfer across multiple facilities. Once in the cloud, TGS...
NYT’s AI‑Generated Modern Love Column Sparks Data‑Governance Debate
The New York Times published a Modern Love essay that AI‑detection tools flagged as more than 60% generated by artificial intelligence. The incident has sparked a clash between journalists, AI researchers and editors over data‑governance, bias and disclosure standards in newsrooms.
(Video) What Is Apache Spark?
The episode traces the evolution from Google’s MapReduce model to Apache Spark, explaining how Spark’s in‑memory processing and the Resilient Distributed Dataset (RDD) abstraction overcome MapReduce’s limitations for iterative and interactive workloads. It breaks down Spark’s core concepts—transformations vs. actions,...
Data Pipeline Failures Cost Enterprises $3 Million per Month, Fivetran Benchmark Finds
Fivetran’s 2026 enterprise data infrastructure benchmark, based on a survey of 500 senior data leaders at firms with over 5,000 employees, reveals that fragile data pipelines are costing large organizations roughly $3 million in lost revenue each month. Nearly 97% of...
Cubs’ 150th‑Season Launch Leverages Cookie Data Up to 750 Days
The Chicago Cubs have teamed with at least ten advertising‑technology vendors to harvest fan data through cookies that can persist for up to 750 days. The extensive collection of IP addresses, device identifiers, browsing behavior and precise location data raises...
Cortex Code Updates: Faster AI Data Engineering on Snowflake
Snowflake announced a major upgrade to its Cortex Code AI coding agent, making it generally available inside Snowsight and adding native Windows support for the CLI. The update introduces Agent Teams, a coordination layer that lets multiple sub‑agents work in...
Gaskins: How Data and Data Analytics Improve Asset Utilization and Loaded Miles
Patrick Gaskins explains how real‑time fleet data and predictive analytics are reshaping trucking operations. By giving dispatchers minute‑by‑minute visibility, carriers can match loads to trucks, cut empty miles, and lift loaded‑mile percentages. Integrated network‑wide platforms further align operations, sales, and...
Palantir Deploys Vergence AI on Polymarket to Combat Fraud in Prediction Markets
Palantir Technologies has entered a joint venture with Polymarket to embed its Vergence AI engine into the prediction‑market platform’s sports‑betting and event‑driven ecosystem. The partnership aims to detect and prevent fraud in real time, offering regulators and users greater confidence...
Nvidia CEO Jensen Huang Says Growth Is ‘Inevitable’ as AI Chip Demand Soars
Nvidia chief executive Jensen Huang told Lex Fridman that the company’s growth is "extremely likely and in my mind, inevitable," underscoring a surge in AI‑chip sales. The statement comes after a 73% YoY jump to $68.1 billion in quarterly revenue and...
Data Quality Failures Stem From Governance, Not Technology
No data quality standards. No QA. No pipeline best practices. That's not a tech problem — that's a governance problem. #DataGovernance #AI #DataStrategy https://t.co/POToYzHvFN
How Big Data Collection Works: Process, Methods, Challenges
Enterprises are racing to harness big data, with 99% of Fortune 1000 executives reporting active programs and 96% seeing success. The data landscape spans structured, semi‑structured and unstructured sources, generating roughly 2.5 quintillion bytes daily. Effective collection relies on ETL pipelines...
Wearable Health Trackers Spark Data‑Privacy Alarm as Biometric Data Goes Public
Smartwatches, period‑tracking apps and AI‑enabled glasses are harvesting unprecedented volumes of biometric data. FTC actions against femtech firms and mounting legal pressure in abortion‑restrictive states have turned the devices that promise wellness into privacy flashpoints.
Praxi Data Launches CaaS on AWS Marketplace with Advanced Matching
Praxi Data has made its Curation‑as‑a‑Service (CaaS) available through AWS Marketplace, adding a new matching engine that uses 30 statistical measures and weighting options. The move gives regulated enterprises a faster, more controllable way to automate data discovery, classification and...
The Graph Launches Large‑scale On‑chain Search and Analytics Platform
The Graph announced a large‑scale on‑chain search and analytics suite, expanding its indexing infrastructure to deliver real‑time risk metrics, wallet activity feeds and AI‑ready data. The move positions the protocol as the emerging semantic layer of blockchain data.
Snowflake Introduces Project SnowWork to Enable AI-Driven Enterprise Task Execution
Snowflake announced a research preview of Project SnowWork, an autonomous AI platform embedded in its data cloud that lets business users trigger complex, multi‑step workflows with natural‑language prompts. The system deploys secure, data‑grounded AI agents that can query governed data,...
How Lumi AI Helps CPGs Find ‘Multi-Million-Dollar Opportunities’ Hidden in Their Supply Chain Data
Lumi AI, founded in 2023, offers a natural‑language interface that plugs into ERP systems like SAP and Oracle, letting CPG and food‑retail teams query supply‑chain data instantly. The startup has secured $3.7 million in seed funding and counts Kroger, Growmark and...
Domo Launches AI Agent Builder with Broad Enterprise Data Connectivity
Domo Inc. announced an AI agent builder that includes a library of enterprise data connectors powered by the Model Context Protocol. The platform lets users design conversational or goal‑oriented agents that can pull internal and external data, automate tasks, and...
6 Ways to Extract Data From Salesforce Data Cloud (Updated 2026)
Salesforce Data 360, the fastest‑growing component of the Salesforce ecosystem, now supports over 300 native connectors for ingesting any data type. The platform offers six distinct ways to export that unified data: Data Activations, Data Actions, Flow‑triggered HTTP callouts, zero‑copy...
US Clouds Cast Long Shadow over EU Data Sovereignty, Says Osmium
Osmium Data Group warns that using US‑owned cloud providers for backups undermines European data‑sovereignty, even when the physical datacenter sits in the EU. The firm evaluated four source‑and‑destination scenarios, ranking a Europe‑owned source and datacenter as highest compliance, while a...
Building Declarative Data Pipelines with Snowflake Dynamic Tables: A Workshop Deep Dive
Snowflake’s recent workshop taught data engineers how to build declarative pipelines using Dynamic Tables, which automate refresh logic, dependency tracking, and incremental updates. Participants created synthetic datasets, staged transformations, and a fact table, observing real‑time performance on 10,000 order records....
Altimate-Code: Open‑Source Terminal Editor Boosts Data Engineering
Altimate-code: a new open-source code editor for data engineering based on opencode. Easter comes early for every developer this year. Altimate-code is an OSS agentic code editor that works in the terminal, based on the admired OpenCode AI editor, with...
CData Sync Adds Pipeline Orchestration with Real-Time CDC and Open Table Formats
CData Software unveiled major upgrades to its CData Sync platform, adding native pipeline orchestration, an enhanced API 2.0, and enterprise‑grade change data capture (CDC) for IBM DB2 and SAP HANA. The solution now writes directly to open table formats such...
Why IBM Paid $11B For Real-Time AI, Not Kafka
IBM completed an $11 billion acquisition of Confluent on March 17, 2026, adding the leading data‑streaming platform used by over 6,500 enterprises, including 40 % of the Fortune 500. IBM frames the deal as buying an AI‑focused data platform that delivers real‑time data to power...
Entrinsik Informer Improves Reporting for Insurance Agencies
Entrinsik Informer now offers insurance agencies an automated data‑quality layer that plugs into AMS360, surfacing missing fields, duplicate records, and inconsistent structures before reports are generated. The solution replaces manual data‑hunt routines with a continuous Data Report Card that highlights...
Government Expands Use of Private Data‑analytics Firms as Palantir Lands New Contracts
The federal government has awarded several new data‑analytics contracts to Palantir Technologies, signaling a broader shift toward private‑sector analytics. Contract values and specific agency details were not disclosed, but the moves raise questions about privacy, data security, and fiscal impact.
IQAir Report Finds Only 14% of 9,446 Cities Meet WHO Air Quality Standards
Swiss air‑monitoring firm IQAir released a global air‑quality report that surveyed 9,446 cities across 143 countries, revealing that just 14% meet the World Health Organization’s PM2.5 target. The analysis links climate‑intensified wildfires and dust storms to sharp pollution spikes, underscoring...
Consultants Grapple with Scaling Dependable AI for Fortune‑50 Firms
Anil Pantangi, a senior partner at a leading management‑consulting firm, outlined how consulting teams are tackling the architecture, data‑governance and talent challenges of deploying dependable AI across Fortune‑50 enterprises. He stressed that the biggest friction points are legacy systems, risk‑averse...
AI Agents Show Progress Yet Reliability Gaps Stall Data‑Driven Rollouts
In the last 24 hours, industry analysts noted that while autonomous AI agents are gaining capabilities, persistent reliability issues are limiting their adoption in data‑intensive environments. The gap between performance and trust is prompting firms to pause large‑scale rollouts.
The Hidden Complexity Behind Simple Dashboards
In this episode of the Dashboard Effect podcast, hosts Brick Thompson and Landon Oaks explore why the most valuable dashboards are often the simplest in appearance, yet the most complex to build behind the scenes. They share real‑world examples—including a...
BMLL, Tradefeedr Partner on Analytics for Equities and Futures Data
BMLL and Tradefeedr announced a partnership to create an AI‑ready analytics layer for equities and futures trading data, leveraging BMLL’s harmonised historical order‑book datasets. The collaboration will extend Tradefeedr’s existing FX analytics APIs to cover multi‑asset execution data, delivered through...
Day 46: Time-Based Windowing for Real-Time Log Aggregation
The post walks through building a production‑grade time‑based windowing engine for real‑time log analytics, covering tumbling, hopping and session windows, a metrics calculator, late‑data handling, and RocksDB‑backed state persistence. It demonstrates sub‑100 ms latency while processing over 50,000 events per second...
Data in Action: Why Airports Can’t Afford to Get This Wrong
Airports are betting on data to drive efficiency, resilience and passenger experience, yet many still stumble on turning raw information into actionable insight. At the International Airport Summit in Berlin, senior leaders highlighted that reliable data, strong governance and clear...
Wearable Health Trackers Spark Privacy Outcry as Big Data Harvest Grows
Consumer groups and regulators warned that data from millions of smartwatches, period‑tracking apps and smart rings is being sold to advertisers and could be subpoenaed in criminal cases. The scrutiny comes as the U.S. smart‑ring market hits 2.6 million units in...
TikTok's Kenyan Moderation Hub Stumbles Under Data Deluge, Raising Governance Concerns
TikTok relies on a Nairobi‑based moderation center staffed by Teleperformance to sift through hundreds of videos per shift, but language diversity and AI limitations force users to self‑police. The strain highlights weaknesses in data ingestion, real‑time analytics and governance for...
Europe’s Grid Strains Under 30 GW AI Data‑Center Surge
National Grid says more than 30 GW of AI‑powered data‑center projects are queuing for connection in the UK, a load equal to two‑thirds of Britain’s peak demand. The bottleneck is prompting cancellations, regulatory pressure and a scramble for technical fixes to...
Spark, AI, and the Future of Data Engineering with Daniel Aronovich
In this episode, host Dan Beach chats with data engineering veteran Daniel Aronovich about his 15‑year journey from MATLAB‑based signal processing at Intel to Python, Spark, and his current startup, True Data Flynn. Daniel explains how he transitioned from data...
Databricks Metric Views and the Reality of the Semantic Layer
Databricks introduced Metric Views, a Unity Catalog‑based feature that centralizes metric definitions and dimensions. By storing business logic as reusable objects, teams can apply consistent calculations across SQL queries, dashboards, and AI‑driven tools. The YAML‑like syntax makes metrics human‑readable while...
Polars’ Streaming Engine Is a Bigger Deal Than People Realize
Polars' new streaming engine dramatically improves performance, halving runtimes on moderate datasets and delivering up to four‑times speedups on a 12 GB workload compared with eager execution. The library supports eager, lazy, and streaming modes, with lazy enabling predicate pushdown and...
All AI and Security Teams Need Transparent Data Pipelines
Organizations that rely on opaque AI data sources expose themselves to integrity risks, compliance gaps, and trust deficits. Without auditable pipelines, security teams cannot verify data quality, leading to hallucinations and regulatory violations such as under the EU AI Act....
Op-Ed: Singapore Cruise Centre Reimagines Passenger Operations with Real-Time Data
Singapore Cruise Centre (SCCPL) is entering the final stage of a five‑year digital transformation that centers on a real‑time data integration platform built on Solace’s event‑driven architecture. The platform unifies passenger, vessel, baggage, staff and resource data, enabling instant updates...
Immuta Introduces the First Data Provisioning Platform for Managing Agentic Data Access
Immuta unveiled the first data provisioning platform designed to manage AI agent access, treating agents as distinct identities with attributes, intent, and audit trails. The Agentic Data Access feature grants just‑in‑time, temporary roles on cloud data warehouses such as Snowflake,...
Elon Musk Announces $20 B ‘Terafab’ AI Chip Plant in Austin
Elon Musk unveiled a $20‑$22 billion semiconductor fab, dubbed Terafab, near Tesla’s Austin gigafactory. The plant will target advanced 2‑nanometer AI chips, aiming to generate up to one terawatt of computing power annually for Tesla, SpaceX, and his AI venture xAI,...
Communiqué 110: Our Knowledge Ecosystem Takes a Giant Leap
Communiqué announced Communiqué OS, an operating system that consolidates data, intelligence and resources for Africa’s creative economy. The platform builds on a database of over 1,000 verified entities across 54 markets and adds a health index, capital‑flow tracker and policy...
California Lawmakers Scrutinize Data Center Health and Energy Impacts Amid AI Boom
State senators and representatives are introducing bills to curb the health and energy footprint of rapidly expanding AI data centers in California. The proposals target exemptions from environmental law, impose energy tariffs, and demand water‑use disclosures, reflecting growing community concerns...
Data Migration Remains Underestimated and Perennially Challenging
"Data Migration Is Still Hard: Why the Industry Keeps Underestimating It", by Craig Mullins @craigmullins Every few years the IT industry rediscovers something that experienced practitioners already know: moving data is difficult. https://t.co/XDoOXASJRP
Anynines Advances Klutch to Power A9s Hub for Kubernetes Data Service Orchestration Across On-Premises and AWS Environments
anynines unveiled its open‑source Klutch control plane at KubeCon EU, positioning it as the core of the a9s Hub framework for data‑service orchestration across on‑premises and AWS environments. The solution lets platform teams expose databases, object storage and caches through...
European Utilities Stretched as AI‑Driven Data Centers Seek 30 GW of Grid Capacity
National Grid reports that data‑center projects demanding more than 30 GW of power are queuing for connection in the UK, a volume equal to two‑thirds of Great Britain’s peak demand. The bottleneck is forcing AI‑focused facilities across Europe to cancel or...
Solid Data Foundations Outperform Point‑Solution Automation
Before investing in smarter automation… Fix the data foundation. Why infrastructure beats point solutions → https://t.co/qWIUPgZhYD @MadaketHealth #PayerIT #HITSM
Maryland’s Data Lead Reflects on Ongoing ‘Culture Shift’
Maryland has intensified data‑driven decision making under Governors Larry Hogan and Wes Moore, with Chief Data Officer Natalie Evans Harris describing a statewide "culture shift" toward breaking data silos. The state is building a centralized governance structure and an enterprise...