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
SAP Unveils AI‑First ‘Autonomous Enterprise’ Roadmap to Redefine Business Operations
SAP CEO Christian Klein announced a new AI‑first product strategy called the ‘autonomous enterprise,’ built around the SAP Business AI Platform and a four‑pillar architecture. The roadmap promises AI agents that manage end‑to‑end processes, aiming to help customers operate smarter and free capacity for higher‑value work.
Geovation’s Cohort 22 Launches AI‑Driven PropTech Start‑ups Backed by HM Land Registry
Geovation, the accelerator run with HM Land Registry, announced Cohort 22 – a group of AI‑focused PropTech start‑ups including Leamur, TreeStock and VisiProperties. The cohort marks the program’s 10‑year anniversary and reflects growing government‑driven demand for data‑centric real‑estate solutions.
HrFlow.ai Raises $7M Pre‑Series A to Pursue Global AI HR Data Standard
HrFlow.ai closed a $7 million pre‑Series A financing, bringing its total capital to $10 million. Led by 115K, La Banque Postale’s venture arm and EmergingTech Ventures, the round backs the startup’s push to become the de‑facto AI‑driven HR data standard and to...
Harvard Scientists Unveil First ‘Smell Map’ Using 5.5 Million Neurons
A team at Harvard Medical School has built the world’s first detailed map of olfactory receptors, analyzing more than 5.5 million neurons from over 300 mice. The map shows horizontal stripe patterns rather than random distribution, a discovery that could reshape...
Collate AI Analytics Gives Accurate, Governed Insights in Plain Language
Collate Inc., a semantic intelligence firm, launched Collate AI Analytics, an AI‑driven platform that lets analysts converse with data to discover sources, generate queries, and produce visualizations in a single prompt. The solution leverages the company’s Semantic Context Graph, which...
83% Predict AI Demand Will Outpace Data Infrastructure Soon
At least 83% of the 1,125 tech managers surveyed by Cockroach Labs agree that AI demand will exceed the capacity of most data infrastructure in the next 12–18 months. (My write-up in DBTA) https://t.co/H9Zchu6dgC
This New York City Leader Unlocked a Century of Data, Turning Paper Files Into Actionable Intelligence
Janet Aristy, assistant commissioner at New York City’s Department of Environmental Protection, has spent three decades converting centuries‑old paper records into a digital, AI‑enhanced system. By digitizing two million handwritten index cards, she created a searchable lead‑pipe inventory that drives targeted replacements...
OYO Launches PRISM 2.0 AI‑Led Global Operating Layer for Real‑Time Finance
OYO announced PRISM 2.0, an AI‑led global operating layer that unifies pricing, demand, and finance on Oracle Cloud Infrastructure. The upgrade brings near real‑time financial data to 35+ countries, aiming to eliminate siloed systems and accelerate decision‑making.
Chinese Study Finds Dust Storms Drive Extreme Rainfall via Ice‑Nucleating Effect
Chinese researchers have shown that dust storms are a hidden driver of extreme rainfall, acting as efficient ice nuclei that amplify precipitation. The findings, published in Science Advances, rely on massive atmospheric datasets and high‑resolution modeling, challenging the view of...
How Strong Data Governance and Lineage Improve Compliance
A recent Syncari webinar highlighted how strong data governance and end‑to‑end lineage turn compliance from a reactive task into a continuous discipline. By mastering data on a unified, agentic MDM platform, organizations gain granular access controls, immutable audit trails, and...
Litmus Launches Litmus Edge Bridge for Databricks Lakehouse to Accelerate Data Pipelines for Industrial AI
Litmus unveiled the Litmus Edge Bridge for Databricks Lakehouse, a serverless connector that moves industrial edge data directly into Databricks without middleware. The solution eliminates duplicate storage, reduces data‑transfer costs, and removes the need for dedicated infrastructure or cluster tuning....
China and Serbia Launch Intergovernmental Tech Committee to Expand Surveillance Camera Network
Serbian President Aleksandar Vučić and Chinese President Xi Jinping announced an intergovernmental technology committee to extend Huawei‑backed surveillance cameras across Serbia’s three largest cities. The move follows a $7.4 billion trade surge and nearly $20 billion in Chinese investments, raising concerns about...
Anaconda Acquires Outerbounds, Adding Metaflow to Its AI‑Native Platform
Anaconda announced the acquisition of Outerbounds, the company behind the open‑source Metaflow framework, to embed full‑stack AI/ML orchestration into its platform. Terms were not disclosed, but the move promises a governed path from AI experimentation to production for its 50 million...
Inside FDP – Part 1: Understanding the Problems Facing NHS Data
Former NHS England deputy director of data engineering Tom Bartlett outlines the chronic data flaws plaguing the UK health service and introduces the Frontline‑First framework behind the NHS Federated Data Platform (FDP). He argues that the existing architecture is a...
Delta Lake and Databricks Expert – Inside Look
The article profiles a leading Delta Lake and Databricks expert, highlighting the rapid adoption of the Lakehouse architecture across enterprises. It notes a 45% year‑over‑year increase in Delta Lake deployments in 2025 and Databricks’ Lakehouse revenue reaching roughly $2.5 billion. The...
FDA Launches Real‑Time Clinical Trial Monitoring to Accelerate Drug Reviews
The U.S. Food and Drug Administration announced the completion of its first real‑time clinical trial monitoring tests, partnering with AstraZeneca and Amgen to stream safety and efficacy data live to regulators. The initiative uses AI and electronic health‑record integration to...
Actian Unveils VectorAI DB, a Portable, Compliance‑Focused Vector Database
Actian introduced VectorAI DB, its first vector database designed for on‑premises, edge and self‑hosted deployments. The product ships with a free community edition for up to 5,000 vectors and paid plans starting at $417 per month, aiming at regulated sectors...
'The Era of the Pilot Is over, the Era of the Agent Is Here': Google Cloud Wants You to Unlock...
At Google Cloud’s Next conference, CEO Thomas Kurian declared the shift from pilot‑style AI to agentic AI, positioning autonomous agents as active participants in business processes. The event featured over 260 announcements, including the Agentic Enterprise Blueprint and Gemini Enterprise platform,...
Walmart Launches Self‑serve Scintilla API, Giving Agencies Access to 500 Retail Metrics
Walmart Data Ventures has opened its Scintilla Media Data Feed to agencies and advertisers via a new self‑serve API, delivering almost 500 first‑party retail metrics. The move promises faster planning, optimization and measurement for marketers, while deepening Walmart’s retail‑media ecosystem.
NexPoint Leverages AI‑Powered Leasing Pro Platform as Q1 2026 Earnings Remain Flat
NexPoint (NXRT) posted a $6.8 million net loss for Q1 2026, essentially unchanged from a year earlier, while unveiling its proprietary AI‑driven Leasing Pro platform that processed 31,882 leads and achieved a 4.9% conversion rate, well above the 3.2% industry average. The...
Ghana Rejects $109 Million U.S. Health Aid Deal Over Data‑Sharing Terms
Ghana has turned down a proposed five‑year, $109 million U.S. health assistance agreement because of demands to share sensitive health data. The decision underscores growing friction between Washington’s “America First Global Health Strategy” and low‑income nations wary of data sovereignty.
DeepTarget Unveils Growth Hub to Cut “Disconnectivity Tax” For Community‑Bank Leaders
DeepTarget introduced a strategic growth hub on its revamped website to help community‑bank and credit‑union executives eliminate the “Disconnectivity Tax.” The platform offers a data‑driven blueprint for acquiring high‑value households, automating cross‑sell offers and retaining new accounts, positioning leaders to...
OneTrust Integrates Consent Signals Into Snowflake Data Clean Rooms for Privacy‑First Collaboration
OneTrust announced a partnership with Snowflake that embeds its consent‑aware signals directly into Snowflake Data Clean Rooms, giving companies a way to enforce user permissions during multi‑party data collaboration. The move addresses a growing gap between data accessibility and privacy...
New Report Aims to Help States Define the Chief Data Officer Role
A new Georgetown Beeck Center report maps the evolving role of state chief data officers (CDOs), noting that nearly 40 states have created the position but lack a common structural model. The study introduces archetypes—such as the early‑stage “lone builder”...
How Data-Driven Businesses Protect MySQL Databases From Shutdown
DemandSage reports 97% of firms rely on big data, making MySQL a critical asset. Unexpected power loss or improper shutdown can corrupt tables, leading to costly downtime. The article outlines backup, replication, UPS, and recovery tools, plus step‑by‑step repair methods...
Beyond Big Data: Designing Agentic Data Pipelines for AI Workloads
Traditional big‑data pipelines focused on ingest‑store‑process for batch analytics, but AI workloads now require near‑real‑time, context‑aware data delivery. Agentic data pipelines answer this need by actively deciding what to retrieve, how to transform it, and when to trigger downstream tools....
Isle of Man Passes World-First Legislation to Establish Data as an Asset
The Isle of Man has enacted world‑first legislation that creates Data Asset Foundations, a statutory framework that legally recognises data as an asset. Built on the 2011 Foundations Act, the new regime lets companies treat data like property, enabling valuation,...
OpenPOIs
OpenPOIs is an open‑source toolkit that aggregates and conflates Points of Interest (POIs) across major U.S. geospatial datasets. It pulls current POI snapshots from OpenStreetMap and Overture Maps, merging them into a single unified dataset. Each POI receives a confidence...
Homebuyers Privacy Protection Act Forces Lenders to Upgrade Data Tools
The Homebuyers Privacy Protection Act, signed into law in September 2025 and effective March 5, 2026, bars credit bureaus from sharing mortgage trigger leads without explicit borrower consent. Lenders are scrambling to replace the lost channel with predictive‑analytics platforms, a...
Google Invests $15 Bn in 1 GW AI Data Centre in Andhra Pradesh, Sparking India Data‑centre Race
Google announced a $15 bn investment to construct a 1 GW artificial‑intelligence data centre on 600 acres near Visakhapatnam, with Andhra Pradesh chief minister N. Chandrababu Naidu laying the foundation stone. The project anchors the state's ambition to reach 6.5 GW of digital capacity...
Modernizing Cloud Data Automation for Faster Insights
The article breaks down the three primary data‑integration methods—ETL, ELT and the emerging Zero‑ETL—detailing each workflow and its trade‑offs. ETL still delivers high‑quality, pre‑transformed data but adds latency and resource overhead. ELT flips the order, loading raw data quickly into...
Datris Launches the Agent-Operated Data Platform
Datris unveiled an agent‑native data platform that lets AI agents act as first‑class operators of data infrastructure. The new release adds "taps" for autonomous data feeds, English‑driven pipeline creation, self‑managed credentials, and a live operations view that logs every agent...
Paradigm Health Teams with FDA and Pharma Giants to Speed Trial Data Review
Paradigm Health announced a partnership with the U.S. Food and Drug Administration, Amgen and AstraZeneca to pilot an integrated technology platform that delivers real‑time trial data to regulators, promising to shrink review cycles from months to days. The model, already...
JSON Schema Emerges as Key Guardrail for Generative AI Outputs
Enterprises are turning to the long‑standing JSON Schema standard to impose structure on generative AI results. Experts say the move addresses data integrity, integration and security concerns that CIOs face as AI models become more pervasive.
Cinelytic Launches AI Tool to Forecast Box Office in 88 Territories
Cinelytic, the AI‑driven analytics firm backed by Warner Bros. and WME, unveiled a tool that predicts global box‑office performance in up to 88 territories up to two years ahead. The rollout aims to give studios early‑stage data for budgeting and...
Dataiku Launches Kiji Privacy Proxy to Guard Enterprise Data in Generative AI
Dataiku announced the general availability of Kiji Privacy Proxy, an open‑source layer that prevents personally identifiable information from leaving a company when using third‑party generative AI services. The tool automatically masks and restores data, aiming to remove a key barrier...
Governance, Not AI, Drives Triple ROI for Leaders
This week, SAS marks 50 years. Bryan Harris opened the conference with a single frame: SAS was built to close the information gap, the gulf between data and the human capacity to act on it. AI is finally powerful enough...
Replace Patterns in a Single Column Using Command‑line Tools
1/Need to replace a pattern, but only in column 5? Don't touch the rest of the file. Don't reach for Excel. Here’s how real data wranglers do it. https://t.co/MwsbgOKyVD
Google Launches Agentic Data Cloud, a New AI‑driven Data Platform
Google Cloud announced the Agentic Data Cloud, an autonomous data platform designed for AI agents rather than human analysts. The architecture combines an AI Hypercomputer, a cross‑cloud lakehouse on Apache Iceberg, and a Knowledge Catalog that adds contextual intelligence. The...
Claude Enables Unified Queries Across Structured and Unstructured Data
Using Claude to query the context layer and data fabric including unstructured documents. #AppianSummit #AI https://t.co/5gozb1CTrJ
Data Fabrics and MCP Must Provide Clear AI Context
Michael Beckley - data fabrics and mcp must deliver clear context to AI agents. #AppianWorld #AI #CIO https://t.co/GOrMSwUFXy
NSB Marketing Partners with Zeeto Group in Strategic Martech Alliance
NSB Marketing, Inc. has sealed a strategic investment and operational alliance with Zeeto Group, merging Zeeto's patented first‑party data engine with NSB's real‑time search intent and creative studio. The partnership aims to create an independent martech platform that can scale...
Custom SAP S/4HANA Tweaks Hide Major Risk
Public filings reveal a disconnect: 98% data cleanliness and fitting SAP S/4HANA's standard functionality sound great, but the devil's in the details. Customizations, not standard features, often introduce hidden risks and complexities. #DataGovernance #SAP #ProjectManagement https://t.co/s1WdakdrgC
ABB Teams with Alcemy to Deploy AI for Cement Quality and Emissions Cuts
ABB announced a partnership with AI specialist Alcemy to embed artificial intelligence into cement and concrete production. The joint effort combines ABB's automation hardware with Alcemy's real‑time analytics to boost product consistency, cut energy use and lower carbon emissions, a...
AI Failures Reveal Data Quality as Critical Priority
Data Quality Assurance broke out this week. Not because anyone got excited about data quality. Because AI deployments started failing. The models were fine. The data wasn't. 18 months later, every serious team is circling back to the unsexy work. https://t.co/6W59KI6Zhb
Appian Integrates MCP Protocol and Partners with Snowflake to Govern AI Agents
Appian announced at its Appian World 2026 conference that it is adopting the Model Context Protocol (MCP) and forging a technology partnership with Snowflake. The move adds secure data‑fabric integration and unified metadata, giving AI agents tighter governance and enterprise‑grade...
GoodData Unveils Agent Builder to Accelerate Agentic AI Development
GoodData released Agent Builder on April 22, a low‑code framework that transforms its semantic layer into deployable AI agents. The tool promises minutes‑level creation, governance and reuse, targeting both enterprise analysts and independent software vendors.
Snowflake Helps Unlock Data Collaborations with Consent Signals From OneTrust
Snowflake and privacy‑governance leader OneTrust have teamed up to embed OneTrust consent signals directly into Snowflake’s Data Clean Rooms. The integration makes consent data actionable across analytics, activation and data‑sharing workflows, helping marketers ensure privacy‑first collaborations. OneTrust, used by more...
Snowflake Unveils Agentic AI Enhancements to Its Data Cloud
Snowflake announced expanded agentic AI capabilities across Snowflake Intelligence and Cortex Code, turning its data cloud into a unified control plane for AI‑driven workflows. The updates let business users and developers build, govern, and execute AI agents that act on...
AI Agents Poised to Dissolve Data Silos with AWS
Will AI agents finally break down data silos? I’m "relatively” optimistic. Jigar Thakkar is talking about how to do this with Amazon Quick #WhatsNextWithAWS #AWS https://t.co/SnP4khetyO