Analytics and Data Science News for the Week of September 18; Updates from Alteryx, Databricks, Golden Analytics & More

Solutions Review Executive Editor Tim King curated this list of notable analytics and data science news for the week of September 18, 2026.

Keeping tabs on all the most relevant analytics and data science news can be a time-consuming task. As a result, our editorial team aims to provide a summary of the top headlines from the last week in this space. Solutions Review editors will curate vendor product news, mergers and acquisitions, venture capital funding, talent acquisition, education updates, and other noteworthy analytics and data science news items.

For early access to all the expert insights published on Solutions Review, join Insight Jam, a community dedicated to enabling the human conversation on AI.

Analytics and Data Science News for the Week of September 18, 2026

Alteryx Expands Its Partner Ecosystem To Scale Governed Analytics And AI Adoption

Alteryx has expanded its Golden Analytics Partner program to help enterprises access implementation, consulting, and services expertise for governed analytics and AI initiatives. The program is designed to connect organizations with specialized partners that can help operationalize Alteryx workflows, analytics, and AI capabilities across business functions.

Read on for more→ Alteryx Golden Analytics Partner Program

Databricks Lets Teams Resize Stateful Spark Streams Without Rebuilding Checkpoints

Databricks has introduced on-demand state repartitioning in public preview for Apache Spark Structured Streaming workloads running Databricks Runtime 18 or later with the RocksDB state store. The feature lets teams change a stream’s state-store partition count after deployment, safely redistributing accumulated state instead of forcing a checkpoint rebuild, which supports performance tuning and infrastructure right-sizing as throughput changes; Coveo reports a 40% reduction in related Amazon S3 API costs using the capability.

Read on for more→ Announcing On-Demand State Repartitioning for Apache Spark Structured Streaming on Databricks

EY Finds Autonomous AI Deployments Are Moving Faster Than Enterprise Governance

EY research finds that organizations are accelerating the rollout of autonomous AI capabilities while governance, accountability, and oversight frameworks struggle to keep pace. The resulting gap increases the importance of defining decision rights, monitoring agent behavior, managing access to sensitive data and systems, and establishing escalation paths before autonomous systems take on broader business responsibilities.

Read on for more→ EY Survey: Autonomous AI Implementation Outpaces Oversight, Yielding an AI Governance Gap

Five Streaming Vendors (Including Redpanda) Form Open Working Group For Real-Time AI Data Architecture

Aiven, Confluent, Redpanda, StreamNative, and Ververica have formed the Streamhouse Working Group and published an open, vendor-neutral definition of “Streamhouse,” a data architecture for continuously capturing, transforming, governing, and serving the current state of a business to applications, analytics, and AI agents. The group defines the architecture as real-time, production-native, and decentralized, and will maintain the specification publicly while promoting interoperability across event streams, change data capture, stream processing, catalogs, open table formats, and low-latency serving systems.

Read on for more→ Aiven, Confluent, Redpanda, StreamNative and Ververica Form Streamhouse Working Group

Neudata Finds Alternative Data Spending Strong As AI Benefits Remain Efficiency-Led

Neudata’s 2026 survey of 191 global data buyers and providers found that 97% of buyers expect alternative-data spending to rise or remain steady over the next year, the strongest budget confidence in the report’s three-year history. While 56% of buyers reported a measurable AI return during the past 12 months, 41% pointed to efficiency gains and only 17% to improved investment performance; the report also found that 44% of providers offer Model Context Protocol access, with more than half charging no additional fee.

Read on for more→ Alternative Data Budget Confidence Hits 3-Year High While AI Returns Remain Efficiency-Led — Neudata’s 2026 Industry Report

ThoughtSpot Adds Native ClickHouse Connectivity For Governed Agentic Analytics

ThoughtSpot has made its native ClickHouse connector generally available, allowing users to query ClickHouse instances live without replicating data into a separate analytics layer. The integration pairs ClickHouse’s high-concurrency, low-latency analytical engine with ThoughtSpot’s governed semantic models and Spotter agentic analytics, supporting embedded reporting, natural-language questions, and decision-ready insights across large user populations.

Read on for more→ ThoughtSpot + ClickHouse Delivers Agentic Analytics at Scale

Expert Insights

Watch this space each week as our editors will share upcoming events, new thought leadership, and the best resources from Insight Jam, Solutions Review’s enterprise tech community where the human conversation around AI is happening. The goal? To help you gain a forward-thinking analysis and remain on-trend through expert advice, best practices, predictions, and vendor-neutral software evaluation tools.

Solutions Review Set to Host Imply for Exclusive Spotlight Show “Federated Search Done Right: Build Security Data Lakes with Existing Tools” on October 21

See what federated search looks like when it’s done right: immediate access to security data across SIEMs and object storage, using the search languages and tools your teams already know. Learn how to extend retention and reduce costs without rehydrating data, defining schemas, or changing how your SOC operates. And, hear what our customers think.

Register on LinkedIn

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Mini Jam Q2, 2026: AI in Practice: How L&D Are Actually Changing Broadcasts June 25-26

AI is quickly moving from experimentation to operational reality across education, workforce development, and practitioner learning environments. What began as a conversation around tools has evolved into a much larger transformation involving skills, implementation strategies, institutional design, and the future structure of learning itself. All-in, Mini Jam Q2, 2026 provides an unparalleled opportunity to gain insights, engage with experts, and stay at the forefront of the conversation on the human impact of AI on education.

Read on Solutions Review

Solutions Review Announces New EdTech Site on the Future of Work and Learning

The site will provide ongoing editorial, expert thought leadership, research-driven analysis on the state of EdTech, and awards programming through Mesh Awards to cover fully this transformation. Solutions Review EdTech will also house information gain from quarterly virtual events, expert panels, podcasts, and more from its sister brand Insight Jam (1M+ on YouTube), the home for the human conversation.

Read on Solutions Review

We Didn’t Build Solutions Review for AI, We Built it for Buyers by Tim King

A nuclear bomb has been exploded in not only digital marketing, but enterprise tech buying. Buyers increasingly discover information through AI search and their favorite GenAI bot, social media platforms like LinkedIn, and synthesized answers rather than lists of blue links. Visibility still matters, but the question is evolving from “Can you rank?” to “Can you be anchored as trusted a source?”

Read on Solutions Review

Solutions Review Announces New EdTech Site on the Future of Work and Learning

The site will provide ongoing editorial, expert thought leadership, research-driven analysis on the state of EdTech, and awards programming through Mesh Awards to cover fully this transformation. Solutions Review EdTech will also house information gain from quarterly virtual events, expert panels, podcasts, and more from its sister brand Insight Jam (1M+ on YouTube), the home for the human conversation.

Read on Solutions Review

Mini Jam Q2, 2026: AI in Practice: How L&D Are Actually Changing Broadcasts June 25-26

AI is quickly moving from experimentation to operational reality across education, workforce development, and practitioner learning environments. What began as a conversation around tools has evolved into a much larger transformation involving skills, implementation strategies, institutional design, and the future structure of learning itself. All-in, Mini Jam Q2, 2026 provides an unparalleled opportunity to gain insights, engage with experts, and stay at the forefront of the conversation on the human impact of AI on education.

Read on Solutions Review

Insight Jam’s Mesh Lab Episode 5 Now Available: Human-Centered Environments

The conversation shifts beyond standard pedagogy to address the existential crisis facing students and workers as AI disrupts traditional ideas of productivity and purpose. Panelists emphasize the urgent need to stop measuring final outputs and instead focus on the creative, collaborative process of learning. Ultimately, the group argues that to foster uniquely human skills like adaptability in students, educators must first be granted the autonomy to exercise those exact same skills.

Watch on Insight Jam

Solutions Review Surpasses 250K on YouTube to Power Unmatched Media Momentum in Enterprise Tech & the Human Impact of AI

Solutions Review has officially surpassed 250,000 subscribers on YouTube, a milestone that’s about more than just the number. This moment marks the payoff of a deliberate, two-year strategy centered on authoritative video, human-led insight, and an early recognition of how AI search engines ingest information, assign trust, and surface sources at scale.

Read on Solutions Review

Solutions Review Editors Launch New ‘Human-AI Ledger’ Newsletter to Chronicle the Human Impact of AI

Artificial intelligence is everywhere—but understanding its human impact has never been more urgent. That’s where Solutions Review‘s latest newsletter, The Human-AI Ledger, comes in. Designed to chronicle how AI is reshaping the way we learn, work, lead, and live, this newsletter explores the soft side of AI—the non-technical, deeply human dimensions that determine whether this technological revolution helps us thrive or leaves us behind.

Sign up now to get a weekly debrief of the latest human-centric news, insights, and commentary coming out of this emerging discussion.

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How One Solutions Review Article Reshaped AI Answers Across an Entire Software Category

Something just happened in the AI search landscape that most companies will miss. But the ones who understand it will have a multi-year advantage. In January, Solutions Review recorded a 324 percent increase in media domain citations across AI answer engines in less than 30 days.

Read on Solutions Review

For consideration in future analytics and data science news roundups, send your announcements to the editor: tking@solutionsreview.com.