Today's Big Data Pulse
Data‑Engineering Bottlenecks Shift From Legacy Tech to Leadership Gaps
Three 2026 surveys of 1,629 data professionals show that weak leadership direction and poor requirements now account for 40% of top‑bottleneck votes, outpacing legacy systems at 25%. By April, 50% of respondents cite lack of clear ownership as the biggest pain point, while better tooling is mentioned by under 5%.
Also developing:
By the numbers: Ampere Analysis acquires PlumResearch
Minor Hotels Teams with Google to Deploy Global AI Platform Across 640 Properties
Minor Hotels announced a partnership with Google Cloud to build a global AI and data platform that will connect guest information across its 640‑plus properties in 63 countries. The system, slated for full deployment in 2026, is designed to give the group a single view of guests and enable real‑time, context‑aware services. Executives say the move positions the chain to own its data and outpace rivals in a market where AI is reshaping travel demand.
AI to Rank Judges by Sentencing Impact
Feel like I want to build an AI agent to scrape every Judge’s sentencing history, then cross reference that with court records and arrest records to calculate recidivism rates, then rank the recipients crimes by level of severity/violence, then rank...
Nevada Police Deploy $12,000 Fog Data Science Tracker Without Warrant
The Nevada Department of Public Safety signed a $12,000‑per‑year contract with Fog Data Science to run a real‑time cellphone location‑tracking tool that permits more than 250 queries each month without a warrant. Privacy advocates warn the deal sidesteps Fourth Amendment...
AI Masks Bad Data, Making Broken Pipelines Invisible
Snowflake is trending this week. Not because of a new feature. Because AI made broken data transformation pipelines impossible to ignore. An LLM does not know your data is bad. It just makes it sound confident. That is worse than a bad dashboard. At...
Continent 8 Appoints Cris Kuehl as Chief Data, Information & AI Officer to Drive iGaming AI Strategy
Continent 8 announced the hiring of Cris Kuehl as its Chief Data, Information & AI Officer. The veteran AI leader will steer global data and AI strategy for the iGaming and online sports betting provider, aiming to embed intelligence across infrastructure,...
Snowflake Manager Explains the 'Spider-Man' Theory of AI Agent Data Access
Snowflake says the biggest hurdle for AI agents is clean, accessible, governed data, not model quality. To address this, the company is building an interoperable stack around the Apache Iceberg open table format, including Iceberg REST and Polaris‑based governance. The...
Data Leaders Turn to AI Automation to Tame Enterprise Integration Hurdles
Data chiefs at Thomson Reuters, Create Music Group and Booking.com say AI‑driven automation is cutting integration pain points that slow HR analytics. Their pilots promise faster, more consistent insights for talent and workforce decisions.
ICERAI 2026 Draws 278 Researchers to Advance Big Data and AI
The International Conference on Electrical, Electronics, Robotics, Artificial Intelligence and Informatics (ICERAI 2026) concluded with 278 researchers from 24 countries presenting work on AI, data science and large‑scale analytics. Organised by the American University of Ras Al Khaimah, the event...
Fordham 33 (Report 2): Top 5 Takeaways: Data Governance, Privacy, & Cybersecurity in an AI World
The Fordham Law data governance session highlighted how AI is upending traditional data‑management practices, demanding full traceability and new vendor oversight. Panelists compared stark regulatory splits, noting the EU’s aggressive AI legislation versus Japan’s relaxed consent rules for training data....
IBM's WatsonX Powers Masters App, Its Only AI Win
The Masters App is considered best sports app (Netflix execs say it is the best streaming app…after Netflix). A funny subplot: it’s powered by IBM and is basically IBM’s only AI-related win in past 5 years. IBM runs a bunch of ads...
Enterprise AI Agents Must Integrate, Not Operate Alone
Claude Cowork and software vendors The latest agentic AI tools like Claude Cowork are powerful desktop assistants that can handle multi-step knowledge work i.e. researching, synthesising data, creating documents, managing files and running workflows autonomously on your machine. But here's the...
Simulations Plus Posts 8% Q2 Revenue Rise, Raises FY2026 Outlook Amid AI Partnerships
Simulations Plus (SLP) posted Q2 2026 revenue of $24.3 million, up 8% year‑over‑year, and lifted its full‑year revenue guidance to $79‑$82 million. The biotech‑software firm highlighted strategic AI collaborations with three large pharmaceutical companies, while trimming its FY2026 EPS outlook due to...
Meta Deploys Muse Spark AI Model, Backed by $14.3 B Scale AI Investment
Meta rolled out Muse Spark, its newest AI model created by the newly formed Superintelligence Labs. The effort follows a $14.3 billion investment in Scale AI and positions Meta against Google Gemini 3 and OpenAI’s GPT‑5, while promising tighter integration across its...
Why Data Governance Is the Secret to AI Agent Success
The article warns that AI agents can magnify weak DevOps and data‑governance practices, turning minor flaws into large‑scale risks. While 70% of IT leaders believe strong DevOps aids AI adoption, only 39% have automated audit trails, exposing a governance gap....
Schema Evolution in Delta Lake: Designing Pipelines That Never Break
Schema drift—unexpected column additions or type changes—frequently breaks Spark pipelines. Delta Lake mitigates this risk with two complementary features: schema enforcement, which rejects mismatched writes, and schema evolution, which can automatically merge new columns when explicitly enabled. Each schema change...
Use Pandas Query() for Cleaner, Chainable DataFrame Filters
Python tip You've been filtering DataFrames like this. df[(df['region'] == 'UAE') & (df['revenue'] > 10000)] There's a cleaner way. df.query("region == 'UAE' and revenue > 10000") Same result. No brackets. No repeated df. Reads like a sentence. Where it really pays off is inside a chain. Use...
New Data Surge Makes Internal Search Essential
90% of the world's data was generated in just the past two years. Discoverability is critical. A data catalog is Google Search for your internal metadata. https://www.ssp.sh/brain/data-catalog
SVT Robotics Launches ‘Softbot Intelligence’ to Power AI with Real-Time Automation Data
SVT Robotics unveiled Softbot Intelligence, a platform that captures and contextualizes real‑time execution data from robotics, software, and enterprise systems. By correlating events with millisecond precision, the solution creates a high‑fidelity data backbone that AI can consume for accurate predictions...
Replit Deploys to Databricks, Boosting Enterprise BI Speed
Replit now deploys directly to Databricks. Your apps run inside your Databricks environment while inheriting its security, governance, and data access. Beta is live. Enterprises are already building with it and seeing massive acceleration in BI and internal tools. https://t.co/O33uJHohgo
How I Built a Data Catalogue From Scratch As a Data Engineer
A lone data engineer at a mid‑size manufacturing firm built a data catalogue from scratch, turning ad‑hoc notes into a structured metadata repository. The organization lacked documentation, ownership, and a data strategy, causing slow, risky deliveries and hidden changes. By...
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 enterprises an average of $3 million each month. While organizations spend roughly...
Infometry Launches INFOFISCUS Conversa for macOS to Interact with Enterprise AI Analytics Using Natural Language
Infometry has released a native macOS version of its INFOFISCUS Conversa platform, letting executives ask plain‑English questions and receive AI‑generated insights without writing SQL or consulting dashboards. The app translates natural language into optimized queries for cloud warehouses such as...
Dune Analytics Adds Support for Datashare and Tempo Blockchain
Dune Analytics unveiled a fully integrated dbt connector that streams transformed blockchain data directly into Snowflake or BigQuery, eliminating the need for separate ETL pipelines. The platform now covers more than 130 blockchains through its Datashare library, offering ready‑made tables...
Data Integration: A Guide to Types, Tools, and Use Cases
Data integration consolidates disparate sources into a single, reliable view, moving data through identification, ingestion, transformation, loading, QA, and governance. The guide outlines common methods—ETL, ELT, streaming, API‑based, iPaaS, and CDC—and highlights tools like Zapier, Fivetran, and Azure Data Factory....
How Agentic Analytics Is Shaping Decision-Making Within Enterprises
Enterprises are moving beyond static dashboards to Agentic Analytics, an AI‑driven approach that monitors, interprets, and acts on real‑time data without human prompts. By embedding autonomous agents into finance, supply‑chain, and sales workflows, companies can flag risks, predict outcomes, and...
NHS Staff Alarmed as Palantir Engineers Receive NHS.net Email Accounts
NHS employees have raised concerns after at least six Palantir engineers were granted NHS.net email accounts, giving them access to a directory of up to 1.5 million staff. The issue spotlights data‑security, privacy and ethical questions surrounding the £330 million Federated Data...
Minor Hotels Unveils Plans for Global Data and AI Platform
Minor Hotels announced a new global data and AI platform built with Google Cloud, Salesforce, OneTrust and Deloitte. The platform will unify guest data across its 63‑country footprint, enabling real‑time personalization and AI‑driven service. Designed from scratch, it leverages generative...
New Jersey Uses Data to Improve Population Health
New Jersey’s Integrated Population Health Data (iPHD) project, created by statute in 2016, now links more than 90 million person‑level health and administrative records. The initiative, funded by the state Department of Health, breaks down data silos across agencies to support...
Minor Hotels Builds AI Stack From Scratch To Improve Personalization
Minor Hotels is constructing a brand‑new global AI and data platform to connect guest information across its portfolio of more than 640 hotels and 12 brands. By building the stack from the ground up, the company sidesteps the legacy‑system bottlenecks...
Cloudera Supports Its Hybrid Data Platform with Latest Enhancements
Cloudera unveiled a suite of enhancements to its hybrid data and AI platform, extending support through 2032 and promising a unified experience across cloud and on‑premises environments. The upgrades focus on operational stability, simultaneous updates for hybrid estates, and new...
The Infrastructure AI Needs: Why MDM Must Become a System of Trust
Enterprises are hitting a wall on AI not because models are flawed but because their data infrastructure remains fragmented and reconciled after the fact. Syncari argues that a continuously mastered, real‑time control plane—what it calls Agentic MDM—provides the trusted data...
SAS, NC State and ECU Deploy IoT Sensor Network for Precision Agriculture
SAS has partnered with North Carolina State University and East Carolina University to launch a pilot IoT sensor network in Hyde County, delivering real‑time flood, soil‑moisture and salinity data to farmers. The project leverages SAS® Analytics for IoT and the...
Meta Shuts Down Internal AI Token Leaderboard Amid Privacy Concerns
Meta eliminated the employee‑created "Claudeonomics" leaderboard that tracked AI token usage across its 85,000‑strong workforce. The tool had recorded more than 60 trillion tokens in a 30‑day span, prompting concerns over data privacy, cost control and internal governance.
China's AI‑Driven Big‑Data Platforms Slash Livestock Breeding Cycle to 3‑4 Years
China's smart breeding sector is accelerating with AI‑powered big‑data platforms that cut the traditional 8‑10‑year breeding cycle to 3‑4 years. New tools from the Nanfan platform, a Huawei‑backed intelligence hub, and the GEAIR robot promise faster, cheaper hybrid development for...
Prefer UNION ALL for Speed; Use UNION only for Deduplication
UNION VS UNION ALL in SQL UNION deduplicates every row after combining the results. That means sorting, comparing, discarding. On large tables that's a real performance cost -- and most of the time, you don't even need it. UNION ALL stacks the...
Data Governance Is Top Barrier To MSP AI Adoption: Survey
A new AvePoint‑Omdia survey of 333 MSP executives finds data governance and compliance are the biggest obstacles to AI adoption, with 51% naming it the top barrier. The AI services market is projected to reach $276 billion by 2030, creating a...
Postgres Can Be Your Data Lake (Pg_lake)
In this episode Marco introduces PgLake, an extension that lets PostgreSQL query and manage data lakes stored as Iceberg tables in object storage. By delegating analytical queries to DuckDB’s vectorized engine, PgLake can achieve up to 100× faster performance than...
I Asked 5 Data Leaders About How They Use AI to Automate - and End Integration Nightmares
Data leaders across industries are turning to generative AI and automation to tame complex data‑integration projects. Thomson Reuters is piloting an internal AI tool for M&A due diligence, while Create Music Group runs more than 600 pipelines with Astronomer’s Astro...
The Diverse Responsibilities of a Principal Software Engineer
Liberty IT’s principal software engineer Sarah Whelan leads data pipeline enablement and experimentation, delivering reliable datasets for product and analytics teams. Her day blends technical design—creating reusable patterns, observability tools, and testing frameworks—with cross‑functional collaboration and mentorship. Whelan also co‑chairs...
Unstructured Data Is Piling up as AI Risks Rise
A new Thales report, based on a survey of 210 IT and security leaders, finds that more than half of enterprises lack full visibility into their unstructured data estates, and 68% say most of that data remains unprotected. Only 9%...
Satellite Data Shows Earth's Nighttime Brightness Up 16% but Flickers with Conflict and Policy
Researchers using daily satellite imagery report a 16% net increase in global nighttime illumination between 2014 and 2022, driven by rapid urbanization in Africa and Asia. The study also uncovers sharp regional dimming linked to conflict, power outages and deliberate...
Honeywell Secures $0 Deal to Digitally Upgrade Dangote Refinery, Doubling Capacity to 1.4M Bpd
Honeywell announced a partnership with Dangote Petroleum Refinery to install its Performance+ Services, digital twins and operator‑training simulators across core units. The deal targets a capacity jump from 650,000 to 1.4 million barrels per day by 2029, while upskilling more than...
UC Berkeley Study Finds ICE Arrests of Non‑Criminal Immigrants Jump 770% Under Trump
A new analysis by UC Berkeley’s Deportation Data Project shows ICE arrests of immigrants lacking criminal convictions surged 770% in the first year of President Donald Trump’s second term. The study, based on FOIA‑obtained ICE records, also documents a five‑fold...
Replication vs Sharding: A Beginner’s Guide
A single database eventually hits CPU, memory, and I/O limits, causing latency and availability risks. Replication creates multiple copies of the same dataset, improving read scalability and fault tolerance through synchronous or asynchronous modes. Sharding splits data across nodes, allowing...
Agentic AI Will Fail without a Stronger Data Backbone
Enterprises are rapidly moving from experimenting with AI agents to scaling agentic AI, with 23% already deploying agents in at least one function. However, many organizations still rely on legacy, fragmented data stacks that cannot meet the low‑latency, high‑throughput demands...
Accenture Acquires Keepler Data Tech, Adding 240 AI Experts to Health‑Data Portfolio
Accenture has bought Spanish cloud‑native AI and data company Keepler Data Tech, bringing more than 240 Keepler professionals into its health‑data analytics practice. The terms were not disclosed, and Accenture’s stock fell 0.83% to $197.30 after the announcement. The deal...
ColorCloud 2026 Preview: Prepare for Power BI Everywhere
ColorCloud 2026, the Microsoft Business Applications conference, takes place in Hamburg from April 15‑17. The event features a session titled “Power BI Everywhere: Embedding Apps and Automations,” co‑presented by Capgemini’s Power Platform architect Keith Atherton and Sarah Guest. Atherton will also...
Nasuni CEO On Expanding Cloud-Native Unstructured Data Platform For AI
Nasuni, a long‑time leader in cloud‑native global file systems, announced two AI‑focused offerings—AI Activate and Active Everywhere—aimed at giving enterprise AI applications secure, permission‑aware access to unstructured data. CEO Sam King framed the move as a natural evolution from the...
Video Forum: Natalie Ryan, The Emerson Group
Natalie Ryan, vice president of data strategy, insights and analytics at Emerson Group, highlighted the critical role of timely, actionable information for retailers and their CPG partners. She examined current shopper trends, noting how AI is reshaping demand forecasting and...
ACM Prize in Computing Honors Matei Zaharia for Foundational Contributions to Data and Machine Learning Systems
The ACM announced Matei Zahara as the 2026 recipient of the ACM Prize in Computing, recognizing his pioneering work on distributed data systems that power large‑scale machine learning and AI. The $250,000 award, funded by Infosys, highlights his creation of...