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
KODE Labs Unveils EnerG: Revolutionizing Utility Management for Smarter, Sustainable Real Estate Portfolios
KODE Labs has launched EnerG, an AI‑enabled platform that consolidates utility, sustainability, and performance data for enterprise real‑estate portfolios. The solution replaces fragmented spreadsheets, PDFs and portal pulls with automated ingestion, validation and anomaly detection. Built as an extension of KODE OS, EnerG creates a single system of record that links daily operations to financial and decarbonization goals. Early enterprise clients are already using the tool to streamline ESG reporting and drive cost‑saving initiatives.
How SCADA and Analytics Software Improve OEE
Manufacturers and OEMs are turning to integrated SCADA and analytics software to boost overall equipment effectiveness (OEE). Real‑time visibility into availability, performance, and quality replaces manual PLC checks and paper logs, enabling instant downtime tracking and quality monitoring. The combined...
Reddit Fined £14m for 'Concerning' Child Age Check Failings
Reddit has been hit with a £14.47 million fine from the UK Information Commissioner’s Office after the regulator found the platform’s age‑verification process inadequate and that it processed personal data of users under 13 without a lawful basis. The ICO criticised...
Speedata Partners with Nebul to Bring High-Performance Big Data and AI Analytics to European Sovereign Cloud
Speedata Ltd. announced a partnership with Nebul to integrate its purpose‑built Analytics Processing Unit (APU) into Nebul’s European sovereign cloud. The APU claims up to 100× performance gains over CPUs and GPUs for Apache Spark workloads, cutting server counts and...
AI Chip Startup MatX Raises $500 Million to Compete With Nvidia
AI chip startup MatX, founded by two former Google semiconductor engineers, announced a funding round exceeding $500 million to accelerate development of GPUs that challenge Nvidia’s market dominance. The round was led by Jane Street and Situational Awareness, with participation from...
Dominion Reports Marginal Increase in Data Center Pipeline
Dominion Energy announced that its contracted data‑center capacity now exceeds 48 GW, a three‑percent increase since September. The utility lifted its five‑year capital‑investment outlook by 30% to $65 billion, with over 90% earmarked for Virginia to meet accelerating data‑center load. A new...
ArisGlobal Launches XDI
ArisGlobal unveiled XDI, a Data Intelligence Cortex that federates fragmented life‑science data without centralizing it. The platform delivers continuous, explainable, decision‑grade intelligence across domains such as pharmacovigilance, benefit‑risk, and regulatory operations. XDI promises up to 80% reduction in compliance effort...
Scalo Partners With Databricks to Speed up Data & AI Innovation for Enterprises
Scalo announced an expanded partnership with Databricks, joining its Consulting and Service Integration Partner Program to bolster its Data & AI practice. The collaboration enables enterprise clients to centralize data on a lakehouse foundation, streamline data flows, and deploy AI...
AtNorth Announces Plans for 300MW Data Center Campus
Nordic data‑center operator atNorth announced a 300 MW campus in Sollefteå, Sweden, to be built on a 50‑hectare plot at Hamre Industrial Park and targeted for H1 2028. The facility will feature direct liquid cooling and support rack densities up to 1 MW,...
Flowrs: New TUI for Managing Airflow Jobs
A TUI for managing Airflow jobs? Something like k9s? Flowrs seems to be just that - haven't tried yet, but looks really cool. Will try next time I have to use Airflow :) https://github.com/jvanbuel/flowrs
From Days to Minutes: How Omnisend Embedded AI Into the Data Lifecycle
Omnisend embedded large language models into its DataOps pipeline, using the Cursor AI editor to auto‑generate SQL, YAML and documentation, shrinking model‑building cycles from hours to minutes. A second LLM, Gemini Code Assist, acts as an automated reviewer, cutting review...
The Alternative Data Arms Race: Why Hedge Funds Are Spending More Than Ever:
In 2026 hedge funds are pouring tens of millions of dollars into alternative data, turning information velocity into a core competitive lever. AI-driven analytics have lowered the barrier to processing vast datasets—from satellite imagery to web traffic—shifting the edge toward...
AI Writes SQL, but Fundamentals Lift Your Ceiling
Yes, AI can write the SQL. But do you understand: * Why that join works? * Why that model makes sense? * Why that metric matters? AI lowers the barrier. Foundations raise your ceiling.
Human Verification Tools Help Make Smarter Data-Driven Decisions
Human verification tools are emerging as essential safeguards for data‑driven enterprises, confirming that online interactions stem from real individuals rather than bots or synthetic identities. Modern solutions combine biometrics, AI, and privacy‑focused designs to validate personhood at scale, reducing fraudulent...
Metadata, Measurement, And The Evolution To Data Infrastructure
TiVo has pivoted from its legacy DVR brand to a data‑infrastructure player, leveraging its deep content metadata and household viewership signals. The company emphasizes independent, comprehensive data that uniquely combines the "what" (metadata) and the "who" (audience behavior) across linear...
Qdrant 1.17 Supercharges Vector Search with a Variety of Updates
Qdrant has launched version 1.17.0, introducing a Relevance Feedback Query that refines vector‑search results using lightweight model feedback. The release also adds latency‑reduction features such as configurable fan‑out thresholds, an update queue for up to one million pending writes, and an indexed‑only...
BMC Expands Collaboration with AWS to Accelerate Intelligent Automation
BMC announced a five‑year strategic collaboration with Amazon Web Services, designating AWS as the preferred cloud for its Control‑M SaaS platform. The partnership integrates BMC’s intelligent automation and generative AI advisor Jett with AWS’s scale, performance, and security. Joint customers...
How to Future-Proof Your AI Stack with Data Governance
MarTech outlines a framework for B2B firms to future‑proof AI deployments through robust data governance and consent management. It stresses tagging consent metadata at capture, using centralized policy tools with decentralized enforcement, and establishing a cross‑functional governance council. The guide...
Skip Semantic Layer Early; Use Native Metrics First
Controversial opinion: don't start with a semantic layer. A semantic layer makes sense when: - You have multiple consumers (BI, notebooks, apps) - KPIs are defined inconsistently across teams - You need a universal API for metrics If you're early stage with one BI tool,...
Killing Clusters & Orchestrating Chaos with Colt McNealy | Ep. 20
In this episode Tim Berglund talks with Colt McNealy, founder and CEO of Little Horse, about building a Kafka‑based platform for orchestrating microservice workflows and AI agents. Colt describes how his early experience debugging monolithic code with GDB contrasted with...
Vodafone Turns Its Network Into a Europe-Wide “Virtual Weather Station”
Vodafone’s Network‑as‑a‑Sensor (NWaaS) program is now operating pan‑European, using thousands of microwave backhaul links to turn the carrier’s infrastructure into a distributed weather‑monitoring platform. The service can infer rain, fog, humidity and, with added mast‑mounted sensors, air‑quality data, delivering near‑real‑time...
#347 Let's Get Physical with AI with Ivan Poupyrev, CEO at Archetype AI
In this episode, Ivan Poupyrev, CEO of Archetype AI, explains that "physical AI" goes far beyond robotics, embedding foundation‑model intelligence into everyday devices—from washing machines to HVAC systems—and enabling them to communicate and optimize as a unified system. He outlines...
Pulselight Platform Now Available to NHS via £10bn Fortrus Framework
Pulselight has become an authorised partner on the £10 bn Fortrus Digital Enablement Framework, giving NHS trusts a fast, compliant route to acquire its advanced data‑analytics platform. The framework, created by the Countess of Chester Hospital NHS Foundation Trust, streamlines procurement...
Data for Breakfast Canberra
Snowflake is hosting "Data for Breakfast Canberra" on 17 March 2026, aimed at Australian Public Service (APS) data and AI professionals. The event will feature a Snowflake keynote on secure, AI‑ready data collaboration, public‑sector case studies, and deep‑dive sessions on agents and...
From Weeks to Minutes: Streamlined AI/DS Workflow
❌Most data science projects take 4 weeks because of meetings, reruns, and handoffs between teams ✅A good AI/DS workflow compresses it to ~15 minutes. I’m demo-ing how to do it live (free): https://learn.business-science.io/registration-ai-workshop-2
Sri Lanka Launches CROPIX DPI to Bridge Gaps in Agriculture
Sri Lanka has launched CROPIX DPI, a national digital platform that consolidates fragmented agricultural data into a single, mobile‑accessible system. The platform integrates the crop registry, yield forecasts and climate analytics, enabling automated data exchange among farmers, officials and policymakers....
Rust Powers Python's Data Engineering, Not Replaces It
Will Rust kill Python in data engineering? No. But it has already consumed much of the JavaScript tooling ecosystem. And it's quietly doing the same in data. The pattern: Python remains the interface, Rust becomes the engine. Polars, DataFusion, DuckDB's internals - all Rust...
Choose the Right SQL Ranking Function to Avoid Misleading Gaps
ROW_NUMBER(), RANK(), DENSE_RANK(). Three functions, three different behaviors. Pick the wrong one and your rankings mislead. Here are 4 patterns to get it right: - ranking with gaps vs without - top-N per category - deduplication - running totals 1. ROW_NUMBER() vs RANK() vs DENSE_RANK() Three functions, three behaviors...
Data-First Telecom Management: From Blind Spot to Value Driver
Enterprises are still paying for legacy telecom services that are unused, creating hidden cost leaks. A data‑first approach—digitizing invoices, consolidating contracts, and applying AI/ML analytics—provides clear visibility into service usage and pricing. Companies that adopt this model can shift telecom...
Platform Wars Hinge on Owning the Stack’s Central Node
Salesforce is now bridging four domains at once: Salesforce Implementation (CRM) Databricks (data lake) Agentforce (AI agents) Data 360 (data platform) The platform wars are not about features. They are about who owns the most connected node in your stack.
Bridging the Data Integrity Gap for Reliable Insights
The Data Integrity Gap: From “Big Data” to “Reliable Physics”.. click to learn everything you need to know about issues you likely don't know you have or will soon have in your organisation.. https://t.co/LrOOv5lGcm
Ruohang Feng: Is Oracle-Compatible PostgreSQL Actually Useful?
A Fortune 500 auto firm needed to migrate from a 15‑year‑old EDB PostgreSQL 9.1 instance, but the application code was lost and only a JAR containing Oracle‑compatible SQL (e.g., bare SYSDATE) remained. Because PostgreSQL cannot add new keywords through extensions, the...
Automatic Tenant Isolation Built Into Nile by Default
This is a common problem and one of our biggest motivations in building Nile - to isolate tenants automatically and by default.
Decentralized Back‑Office, Unified Analytics Layer Wins
Centralizing analytics on a single platform? Not happening. The focus is on decentralized back-office systems and a common analytics layer for daily visualization. #Analytics #Strategy #BusinessTech https://t.co/7ObAL6iVQ5
Top 5 Synthetic Data Generation Products to Watch in 2026
Synthetic data generation has moved from niche to core enterprise AI, with Gartner predicting three‑quarters of businesses will use generative AI for synthetic customer data by 2026. K2view remains the benchmark for large‑scale, end‑to‑end synthetic data workflows, while Mostly AI,...
Hubert 'Depesz' Lubaczewski: Per-Worker, and Global, IO Bandwidth in Explain Plans
Jeremy Schneider added per‑worker I/O bandwidth metrics to explain.depesz.com’s EXPLAIN output. The change displays both average per‑worker speed and total exclusive bandwidth, clarifying why summed I/O time can exceed wall‑clock time in parallel scans. In the example, 39 GB read in...
Melbourne Airport Deploys Veovo Intelligent Airport Platform to Enhance CX and Operational Efficiency
Melbourne Airport has rolled out the Veovo Intelligent Airport Platform, a web‑based system that unifies flight, resource and operational data into a single source of truth. The platform leverages management‑by‑exception alerts and continuous integration to improve real‑time coordination among operations...
Analyst Ads Overpromise Python; Excel, SQL Dominate Daily
Unpopular opinion: Data analyst job postings ask for Python. Data analyst jobs don't actually use Python. What you'll use daily: Excel — every single day SQL — every single day Power BI or Tableau — multiple times per week Python — maybe once a month This pattern holds...
Lakehouse Surge Shows Data Infrastructure Beats AI Hype
AGI is in the noise bucket this week. Lakehouse architecture? Up 400%. While the industry debates the AI endgame, data infrastructure quietly becomes non-negotiable. The boring skills win again.
Canadian Utility Hydro-Québec Proposes Electricity Tariff for Data Centers
Hydro‑Québec has filed a proposal to charge large data centers 13 CAD cents per kilowatt‑hour, roughly twice the existing high‑power rate. The tariff would apply to facilities over 5 MW and take effect in the second half of 2026, with a five‑year...
Browse S3 Files Locally in One Fast Command
I quickly recorded how easily and conveniently it is to browse S3 files locally with a single command, blazingly fast. Even preview works with DuckDB integration. https://youtu.be/cimUvBd_9Ns
How Clean Connected Data Improves Pricing and Distribution
Hospitality operators often juggle disparate systems—PMS, channel managers, and finance—resulting in conflicting reports and gut‑driven decisions. The article argues that clean, connected data unifies these sources, delivering a single source of truth for pricing, distribution, marketing, and staffing. By standardising...
Accelerating Data Center Construction with Sustainability in Mind
AI adoption is driving a 160% surge in data‑center power demand by 2030, prompting developers to seek faster, greener construction methods. Prefabricated concrete emerges as a solution, shaving 2‑4 months off build schedules and delivering 30‑40% faster overall completion. The...
Cost Control for Kubernetes: Monitor, Right-Size, Govern
Christian Dussol, engineering manager at a financial firm, warns that Kubernetes deployments can generate surprising cloud bills when resources are over‑provisioned. Moving a production cluster to Azure revealed hidden costs in storage, networking, and telemetry, highlighting that Kubernetes itself does...
Non‑engineers Building Tools Strain Professional Developers
I struggle with the phrase “everyone’s a coder now.” And I hesitate to post because I don’t want you to read this as gatekeeping. If anything, I want more people to build, but in a stronger, more functional way. Building any...
Liquibase Secure 5.1 Closes Gap in Data Platform Security, Compliance, and AI Readiness
Liquibase announced Secure 5.1, extending its modeled change‑control framework to Snowflake’s control plane. The release treats Snowflake access, sharing, and cost‑control changes as first‑class, auditable objects, enabling policy enforcement, drift detection and automated rollback. Secure 5.1 also adds support for Databricks, MongoDB,...
7 XGBoost Tricks for More Accurate Predictive Models
The article outlines seven practical XGBoost tricks that boost predictive accuracy on tabular data. It demonstrates how adjusting learning rate, tree depth, subsampling, regularization, early stopping, hyper‑parameter search, and class weighting can transform a baseline model. Code snippets using the...
Replace If‑elif Chains with Clean Python Dispatch Patterns
The more if-elif chains you write, the harder your code gets to change. Python has cleaner patterns for this. Here are 4 worth knowing: - dictionary dispatch - guard clauses - match/case - conditional expressions 1. Dictionary dispatch. Replace long equality checks with a dict. Constant-time lookup. No branching....
Building a Proprietary Data Fusion Layer This Weekend
big fan of ontology btw, but noted. building the proprietary data fusion layer this weekend 🫡
Why the Era of Relying on Dozens of “Purpose-Built” Databases Is Finally Coming to an End
Enterprises are shifting from fragmented, purpose‑built databases to unified operational data platforms that prioritize memory‑first architectures and AI‑ready features. The new platforms deliver sub‑millisecond response times, reduce infrastructure complexity, and cut total cost of ownership by up to 60%. By...