Data Management

Hamburg – November 03, 2026 -- Hamburg data strategist Ole Albers has launched the "Data Fitness Check," a three-minute anonymous online survey of how German companies and institutions manage their data, with first results due in the Data Fitness Report 2026.

The survey is the first wave of a multi-year research series. Albers plans to track changes in data management over several years and to repeat selected questions regularly to show which organizational and technical problems persist.

Seven core questions test data sources, ownership and quality controls

The questionnaire asks whether key data sources are known, responsibilities are clearly assigned, KPIs are defined transparently and data-quality measures are in place. Supplementary questions cover day-to-day difficulties. Respondents can also use the survey to gauge their own organization's standing.

Global – October 29, 2026 -- Snowflake has put metadata connectors for 18 data, BI and pipeline sources into public preview as part of Horizon Context, a governed context layer inside Horizon Catalog designed to give AI agents and analysts shared business definitions.

Snowflake introduced the layer at Snowflake Summit. It collects metadata, enriches it with business meaning and exposes it to people, BI tools and AI agents. Snowflake's stated aim is to stop teams from rebuilding definitions, such as what counts as customer retention, for every new AI use case.

Connectors cover 18 sources including Power BI, Tableau and Databricks

The supported list spans databases, BI tools and data pipeline tools: Power BI, Tableau, Looker, Sigma, Hex, dbt, SQL Server, Oracle, PostgreSQL, Databricks and BigQuery. Depending on the connector and its configuration, Horizon Context collects schemas, query logs, dashboard definitions and usage signals.

CALGARY – October 28, 2026 -- Peloton has launched Peloton Broker, a tract-based pre-leasing management tool that moves energy land teams from prospect to signed lease without re-entering data or switching between separate systems. The product is available now.

Broker extends Peloton's Land Data Management suite to the earliest lease stage

Peloton Broker joins LandView, LandView Map and Peloton Dashboards in the Land Data Management solution of the Peloton Platform. Pre-leasing work carries directly into agreement-based lease management in LandView. The tool serves brokers, consultants, land departments and legal teams at oil and gas operators and renewable energy developers.

James Hatcher, Product Manager for Land Data Management at Peloton, said pre-leasing is where land data is most scattered, with ownership research, negotiation notes and title issues held in different places.

Global – October 21, 2026 -- Capgemini identifies three data failures (fragmentation, stagnation and semantic inconsistency) as the main barrier keeping enterprise AI confined to pilots, particularly in financial services and other highly regulated industries.

Capgemini's Renjith Sreekumar says scaling problems lie in data, not models

Renjith Sreekumar, Head of Oracle Cloud & AI CoE for Financial Services at Capgemini, frames the issue as a shift from "does AI work?" to why it is so hard to scale. Early gains in analysis, content creation, workflow automation and customer experience remain limited to pilots, single functions or tightly controlled use cases.

Barcelona – September 30, 2026 -- Servier is standardizing customer reference data across more than 80 countries using Veeva OpenData, part of a global push to build an AI-ready data foundation for its commercial and medical teams.

Servier scales AI infrastructure after prior success with Veeva Link Key People

The French pharmaceutical company, governed by a Foundation, is harmonizing customer reference data globally to create a unified semantic layer that connects with Veeva Link. Liam Hanrahan, director of world operations excellence at Servier, said the move goes beyond process improvement, calling it the construction of a global data foundation designed to redefine how the company operates and scale AI across its affiliates.

Denver – September 29, 2026 -- Adswerve has secured an Adobe Real-Time Customer Data Platform (Real-Time CDP) specialization, a formal recognition from Adobe requiring a verified number of successful client implementations and certified team members before approval.

Three years of Adobe Customer Journey Analytics work earns formal specialization status

The designation caps three years of hands-on deployment work and follows Adswerve's history as a three-time Adobe Solutions Partner of the Year. The firm has already deployed Real-Time CDP for several enterprise clients, unifying data from web, app, CRM, and offline sources into single customer profiles activated in real time.

Washington – September 16, 2026 -- NGP VAN has rolled out a redesigned Bulk Upload workflow aimed at eliminating one of the most error-prone tasks for Democratic and progressive campaign staff, automatically detecting file types and flagging formatting issues before an import runs.

New workflow catches errors before data enters the system

The updated tool performs pre-validation checks that surface formatting and matching problems ahead of an import, replacing a process that previously required staff to manually identify file types and troubleshoot errors after uploads failed. Column mapping is now automated, matching spreadsheet fields directly to NGP VAN's data fields and cutting repetitive manual setup.