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
How AI Contextual Governance Enables Business Adaptation
Artificial intelligence has moved from experimental labs into the operational core of enterprises, demanding a shift from static to dynamic oversight. Traditional governance models, built for predictable software, cannot keep pace with AI systems that learn and evolve. Contextual governance addresses this gap by tailoring risk controls to each use case, balancing regulatory, ethical, and impact considerations. By embedding adaptable guardrails, organizations can accelerate innovation while maintaining accountability and trust.
BI Dashboards Are Dying; Prepare for the Next Wave
RIP BI Dashboards. Tools like Tableau and PowerBI are about to become extinct. This is what's coming (and how to prepare):
Scaling a Financial Reconciliation Pipeline With Serverless
The team built an event‑driven reconciliation pipeline on AWS using Step Functions, Lambda, and DynamoDB. At low volumes it performed well, but processing million‑transaction daily batches exposed two bottlenecks: Lambda’s 15‑minute timeout and hot DynamoDB partition keys. They resolved these...
How Moody's Can Be an AI-Enabler, but Remain Resilient to AI Disruption Itself. CEO Robert Fauber Lays Out the Data
Moody’s CEO Robert Fauber argues that a massive, proprietary data estate is the cornerstone of AI adoption for regulated financial institutions. The firm is unifying its data, models, ratings and research into a trusted context layer that makes raw information...
The Rise of Context-Aware Platforms in Cloud-Native Engineering
Cloud‑native engineering’s reliance on decoupled containers and Kubernetes has delivered scale but fractured operational context, creating a “Crisis of the Broken Context.” Vendors now advocate a shift from pure automation to context‑aware platforms that can reason about code, infrastructure, and...
QBO Cloud and MinIO Collaborate to Deliver Enterprise-Grade Object Storage for Modern AI and Analytics Workloads.
QBO Cloud announced a partnership with MinIO to bundle MinIO’s AIStor object storage with its bare‑metal cloud platform. The joint solution delivers S3‑compatible, high‑performance storage optimized for AI and analytics workloads. Customers can deploy the unified data platform on‑prem, edge...
Urban Vs. Rural: Why Data Centers Are Built Where They Are
Data center development in the United States is moving beyond the traditional urban corridors of Northern Virginia, Silicon Valley, and Chicago. Expanding power capacity, new long‑haul fiber routes, and aggressive state incentives are making rural states such as Pennsylvania, Louisiana,...
Old Mutual’s Dhesen Ramsamy to Present at ITWeb AI Summit 2026
Old Mutual’s Group Chief Technology and Data Officer Dhesen Ramsamy will speak at the ITWeb AI Summit 2026 on April 22. He will argue that robust data governance and sovereignty are prerequisites for trustworthy, high‑performing AI. Ramsamy highlights South Africa’s...
DHS Awards Palantir up to $1B to Deploy AI and Data Analytics Platforms
The U.S. Department of Homeland Security has signed a five‑year blanket purchase agreement with Palantir Technologies worth up to $1 billion. The deal lets agencies such as Customs and Border Protection, ICE, FEMA and CISA tap Palantir’s Gotham and Foundry platforms...
The Space Data Layer – Building an Interoperable Internet in Space
The satellite sector is shifting from launch‑centric hardware to data‑centric services, introducing a "space data layer" that fuses edge computing, AI, and optical links in orbit. This layer aims to turn raw sensor streams into sub‑second, actionable insights, effectively extending...
Radim Marek: Inside PostgreSQL's 8KB Page
PostgreSQL stores all data in fixed 8 KB pages, the atomic unit of I/O. The article explains why the 8 KB size persisted for decades, how the page header, line pointers, and tuple data are organized, and demonstrates inspection using the pageinspect...
Kickstart Your Data Career with Our Free Guide
Aspiring Data Processionals Excel, SQL and PBI are great tools to build projects with. If you're completely confused, start with my Guide 👇🏾 https://tekdlin.com/data-analytics-guide/
AWS SageMaker HyperPod: Distributed Training for Foundation Models at Scale
Amazon Web Services introduced SageMaker HyperPod, a managed, persistent GPU‑cluster service built for training foundation models at massive scale. HyperPod automates node recovery, uses Elastic Fabric Adapter for ultra‑low‑latency interconnect, and integrates with SageMaker Distributed, PyTorch FSDP, and DeepSpeed. The...
Komprise Accelerates Agentic AI With Serverless Compute for Unstructured Data
Komprise unveiled KAPPA, a serverless compute service that lets enterprises enrich metadata for unstructured data with just a few lines of Python code. The offering automates scaling and execution across petabyte‑scale datasets, eliminating the need for traditional ETL pipelines. KAPPA...
How AI Is Forcing Storage Back Into the Enterprise Conversation
Early enterprise AI projects allocated most budgets to compute, treating storage as a leftover expense. As AI moves from experimentation to production, organizations discover that data readiness and storage performance, especially for retrieval‑augmented generation and inference, are the real constraints....
Accenture Wins Competition-Free £54m From Post Office
The UK Post Office has awarded Accenture a £54 million, competition‑free contract to manage its back‑office IT services from April 2026 through June 2029. The deal covers finance, ERP, HR, process automation and application modernisation across more than 11,500 branches, but excludes the...
FastMCP: The Pythonic Way to Build MCP Servers and Clients
FastMCP is a Python framework that streamlines building Model Context Protocol (MCP) servers and clients using decorator‑based abstractions. It handles JSON‑RPC 2.0 messaging, async execution, and multiple transports such as stdio, HTTP, WebSocket, and SSE, while providing built‑in error handling and...
Ask the Problem First, Then Match Tools
This is an interesting thread. Everyone is suggesting tools to solve the problem. I’d start by asking more about the data and the questions the customer is trying to answer or problems they are trying to solve first before recommending...
Mastering Serverless Data Pipelines: AWS Step Functions Best Practices for 2026
AWS Step Functions has become the backbone of serverless data pipelines, offering two workflow models—Standard for long‑running, exactly‑once jobs and Express for high‑frequency, short‑lived tasks. The article outlines best‑practice patterns such as the Claim Check for large payloads, using intrinsic...
ThoughtSpot Launches Agentic Data Prep to Transform How Teams Profile, Mash Up, and Secure Data for AI Workloads
ThoughtSpot unveiled the next‑generation Analyst Studio, adding SpotCache, a native spreadsheet interface, and an agentic data‑prep engine. SpotCache lets users cache data snapshots for unlimited queries at fixed cloud costs, while the spreadsheet UI brings Excel‑style flexibility under enterprise governance....
StorONE Arrays Adopt External Flash JBODs in Flash Program
StorONE introduced a 9x ROI on Flash program that pairs its S1 disk‑drive array with external SSD JBODs, creating an automatic two‑tier system that places hot data on flash and warm or cold data on HDDs. The solution leverages the...
Kong and Solace Partner to Unify API and Real-Time Data and Event Streaming
Kong Inc. and real‑time data specialist Solace have joined Kong’s Premium Technology Partner Program to deliver a unified, governed data fabric. The partnership merges Kong’s API and AI gateway capabilities with Solace’s high‑performance event streaming, enabling a single control plane...
AI Turns Weather Data Into Sales
Retailers have long known weather drives sales, but few have turned forecasts into actionable insight. New AI platforms now ingest long‑range weather data and feed it directly into ecommerce functions such as demand planning, pricing, personalization, fulfillment and ad activation....
Google's Air Gapped Cloud Gets "Public-Like" Networking
Google Cloud has unveiled a new networking layer that gives its air‑gapped, confidential computing environments public‑like connectivity. The feature leverages zero‑trust VPC Service Controls to keep workloads isolated while allowing them to communicate with external services as if they were...
The 'Last-Mile' Data Problem Is Stalling Enterprise Agentic AI — 'Golden Pipelines' Aim to Fix It
Enterprise AI is hitting a ‘last‑mile’ data bottleneck as messy operational data hampers model inference. Empromptu’s ‘golden pipelines’ embed automated ingestion, cleaning, labeling and governance directly into the AI application workflow, shrinking data‑preparation cycles from weeks to under an hour....
How This Cybersecurity Firm’s Graph Database Investment Is Paying Off
Darktrace, fresh from its $5.3 billion Thoma Bravo acquisition, migrated its security platform to Amazon Neptune, a managed graph database, to map threats across complex cloud environments in real time. The shift enables multi‑hop relationship queries that relational databases struggle with at...
Data Compliance for B2B SaaS: Navigating Hidden Complexity
Yesterday I was talking with another founder about ensuring their B2B SaaS product is data compliant. There’s so much complexity behind meeting required standards.
Free Resources Replace Costly Bootcamps—Discipline Is Key
You don't need a bootcamp to become a data analyst. Everything you need is free: Excel/SQL/Python/Power BI tutorials — YouTube SQL practice — SQLZoo, LeetCode, HackerRank Datasets for portfolio projects — Kaggle, data.gov, Google Dataset Search Resume feedback — Reddit (r/datascience, r/resumes), LinkedIn communities Interview prep...
UAE Data Centers: Powering the Middle East’s AI and Cloud Revolution
The United Arab Emirates is rapidly emerging as a pivotal data‑center hub for the Middle East and Africa, with live capacity surpassing 376 MW in 2025. Hyperscale players such as Microsoft, G42, and OpenAI are expanding AI‑focused facilities, targeting an additional...
Dave Page: Building Ask Ellie: A RAG Chatbot Powered by pgEdge
pgEdge introduced Ask Ellie, an AI‑powered documentation chatbot built directly on PostgreSQL using the company’s open‑source extensions. The system follows a Retrieval‑Augmented Generation (RAG) pattern: Docloader ingests docs, Vectorizer creates vector embeddings, and the RAG Server retrieves relevant chunks and...
Use Exponential Backoff with Jitter for Effective Retries
Not all retries are created equal. Immediate retry: usually fails again Exponential backoff: gives systems time to recover Exponential backoff with jitter: prevents thundering herd Most orchestrators have this built in. But you need to understand what's happening or you'll wonder why your retries...
Epsteinalysis.com
A new platform, Epsteinalysis.com, launched under the alias Axiomofinfinity, offers a searchable database called Epstein Files Explorer containing over one million documents and two million pages released by the DOJ. The site employs spaCy’s named‑entity recognition and similarity clustering to...
Perfect Salesforce Data: My Superintelligence Benchmark
Test for superintelligence: when the data in Fivetran’s salesforce is 100% accurate and up to date at all times, I’ll know we’re there.
Asylum: Courts Service and Home Office Hope to Join up Disconnected Data Systems by Spring
Senior officials from the Home Office and Ministry of Justice told MPs that the new Atlas immigration case‑working platform is now live and that work to link it with justice‑system databases will be completed by spring. The current data silos...
Semantic Layer: Serve Data Like a Menu, Hide Complexity
The semantic layer is like a restaurant menu: you know what you're ordering, but not how it's made. This analogy comes from Maxime Beauchemin and I think it's perfect. Users shouldn't need to understand your star schema to calculate revenue. They should...
Google Teams Up with CTC Global for Grid Intelligence
Google Cloud and Alphabet’s moonshot project Tapestry have deepened their partnership with CTC Global to launch GridVista, an observability platform that embeds optical‑fiber sensors in transmission conductors. The system delivers real‑time strain, temperature and vibration data, feeding it into Google...
Recurring Revenue Strategies for the AI Business Era
The article examines how AI’s high variable costs are reshaping recurring‑revenue models, moving firms away from flat‑rate SaaS subscriptions toward hybrid, usage‑based, and outcome‑based pricing. It cites McKinsey data showing 50% of firms plan AI adoption and highlights that 72%...
Brand and Company Name Normalization Rules and Best Practices
Company name normalization is a foundational step for clean GTM data, especially as AI amplifies the cost of poor quality. The article outlines practical rules—removing special characters, legal suffixes, standardizing case, extracting domains—and shows how Payfit cut duplicate records from...
From Messy to Clean: 8 Python Tricks for Effortless Data Preprocessing
The article outlines eight concise Python tricks that streamline data preprocessing, from normalizing column names to clipping outliers. Each technique uses pandas functions to handle whitespace, type conversion, date parsing, missing values, categorical standardization, duplicate removal, and quantile‑based capping. The...
Trackforce Brings Real-Time Visibility to the Whole Business with Geckoboard
Trackforce upgraded its support analytics by swapping delayed Zendesk reports for Geckoboard’s real‑time dashboards. The new self‑serve visualisations gave agents instant insight into queue health, productivity and CSAT, enabling proactive management. As a result, customer satisfaction jumped to 92.5% and...
How to Safely Use MySQL 8.0 Post End-of-Life (and Alternatives to Consider)
MySQL 8.0 reaches official End‑Of‑Life in April 2026, ending Oracle’s security patches and bug fixes. Organizations can still rely on Premier or Extended Support for a limited period, but the safest route is to upgrade to newer MySQL releases or migrate...
1606 Corp to Acquire Plot of Land in Texas for AI Data Center Development
1606 Corp signed a non‑binding term sheet to acquire roughly 132 acres in Lufkin, Texas, including a 55 MW natural‑gas power plant and a 50,000 sq ft warehouse for an AI‑focused data center. The transaction is priced at about $11.67 million, combining $7.5 million in...
Amazon Fends Off Blowback for Ring’s Search Party Tool
Amazon’s Ring introduced the “Search Party” feature, allowing users to share video clips from their doorbell cameras with friends, family, or law‑enforcement agencies to help locate missing persons. The rollout triggered immediate privacy backlash from civil‑rights groups who argue the...
Illinois Governor Pritzker to Call for Two-Year Suspension of Data Center Tax Incentives – Report
Illinois Governor J.B. Pritzker plans to request a two‑year suspension of tax incentives for new data centers, pending a study of the sector’s impact on the state’s electricity grid and residential bills. Current incentives grant up to 20 years of...
Safeguarding IoT & Edge Data Pipelines: QA Best Practices
The migration of data processing from centralized servers to edge devices is reshaping QA strategies for IoT pipelines. Unstable networks, fragmented device fleets, and expanded attack surfaces demand testing that goes beyond functional checks. Specialized IoT testing services now employ...
Platters: WD New Disk Drive Tech Hits Lucky 14
Western Digital announced a 14‑platter hard‑disk drive architecture that boosts capacity by roughly 27% over its current 11‑platter models, enabling 40 TB drives in 2026 and paving the way for 44 TB HAMR units later this year and 100 TB drives by 2029....
AI Threatens Staffing Industry as Companies Bring Recruitment In-House
Artificial intelligence is rapidly automating core recruitment tasks, enabling employers to screen resumes, rank candidates, and conduct initial interviews without external recruiters. This technological shift allows companies to bring talent acquisition in‑house, diminishing reliance on traditional staffing firms such as...
Data’s Objectivity Is an Illusion; Human Choices Shape It
Data is objective only in appearance. Behind every dataset lies a human decision about what to measure
Analyze Global Data with One BigQuery Query
You've got data spread across geographies. What happens when you want to bring that data together? Usually ETL jobs or other mechanisms. We just launched @googlecloud BigQuery global queries. Do multi-location analysis with a single query: https://t.co/F3p2mn5SjZ
Edge Data Centers Vs. Edge Devices: When to Use Each
Edge computing can be delivered via purpose‑built edge data centers or through distributed edge devices such as gateways, sensors, and consumer hardware. Data centers provide consolidated compute, storage, and robust security for high‑throughput, latency‑sensitive workloads, while devices excel at mobile,...