AI News for the Week of October 16; Updates from DigitalOcean, Linux Foundation, OneStream & More
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By
Tim King
, Executive Editor at Solutions Review - Data Management News,
Solutions Review Executive Editor Tim King curated this list of notable artificial intelligence news for the week of October 16, 2026.
Keeping tabs on all the most relevant artificial intelligence 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, and other noteworthy artificial intelligence 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.
AI News for the Week of October 16, 2026
Astera Labs Designs Compute-Agnostic AI Racks Around PCIe Fabrics And Shared Memory
Astera Labs has introduced Orion, a modular rack-scale reference architecture that lets customers choose their CPUs and accelerators while pooling eight to 160 accelerators over a PCIe Gen 6 fabric. Six validated designs span rack, compute, fabric, and memory components, with CXL-attached memory targeting long-context inference’s KV-cache demands. Partner availability through Accton Technology and Hyve Solutions begins in Q1 2027; Futurum notes that rack-level performance and efficiency benchmarks remain unpublished, leaving Orion’s economic advantage to be demonstrated.
Read on for more→ Astera Labs Orion Reimagines the XPU Rack as a Compute-Agnostic Platform
Coralogix’s $25 Million Round Backed A Shift In Observability Pricing
This is an archival October 2020 announcement, not a new funding round for the October 16 edition. Coralogix raised a $25 million Series B co-led by Red Dot Capital Partners and O.G. Tech Ventures, bringing total funding at the time to $41.2 million. Alongside the round, it introduced Streama, a real-time analytics approach designed to price observability by data priority rather than volume alone, supporting queries, alerts, and machine-learning analysis without requiring storage for those operations.
Read on for more→ Coralogix Raises $25M To Fix Observability Pricing Model
Dataiku Introduces Cross-Platform Agent Inventory, Performance Tracking, And Risk Oversight
Dataiku has announced Agent Management, a standalone product that discovers AI agents across enterprise platforms, measures their technical and business performance, and identifies high-risk or unmonitored deployments. Connections span AWS, Databricks, Google, Microsoft, Salesforce, Snowflake, and Dataiku, with OpenTelemetry support for custom environments. The product maps agents’ tools and models and maintains certification, risk, and recurring-test records for higher-risk systems.
Read on for more→ Dataiku Launches Agent Management to Track and Manage Performance of AI Agents Built and Running on Leading Platforms
DigitalOcean And Bright Data Bring Live Web Access To Managed AI Agents
DigitalOcean has integrated Bright Data’s search, access, extraction, and dataset tools into Managed Agents through Action Gateway, letting agents retrieve current public-web information without a separate Bright Data account or API key. Available in the Managed Agents public preview, the integration supports tasks such as gathering competitor prices, inventory levels, and reviews from sites that can be difficult for automated tools to access.
Read on for more→ DigitalOcean and Bright Data Partner to Unlock the Web for AI Agents
Linux Foundation Launches BUILD Foundation To Sustain Bazel’s Build And Test Ecosystem
The Linux Foundation has announced the operational launch of the BUILD Foundation, with ASML, Canva, Datadog, EngFlow, Figma, and Spotify as initial members. The initiative coordinates sustained investment in the Bazel ecosystem, which supports large-scale, multilanguage software builds and testing. Priorities include documentation, funding maintainers of bazel-contrib repositories, training and certification, IDE integration, and release attestations in the Bazel Central Registry.
Read on for more→ Linux Foundation Launches BUILD Foundation to Sustain Large-Scale, Multi-Language Build and Test Systems
OneStream Finds Finance AI Adoption Is Outpacing Trusted Data And Measurable Value
OneStream’s inaugural Forward Finance Index found that 74% of finance teams use AI to reduce manual work, but only 14% report enterprise-level value and decision impact. The survey of 1,300 CFOs and equivalent leaders across the U.S., U.K., and France also found that just 40% have fully transparent financial reporting data and 15% have fully embedded AI skills programs. The findings point to gaps in traceability, workforce readiness, and Finance–IT coordination that limit how confidently organizations can give AI greater responsibility.
Read on for more→ Finance Is Scaling AI Faster Than It Can Trust the Results, New OneStream Index Finds
Quantiphi And LangChain Pair Embedded Engineering With Production Agent Evaluation
Quantiphi and LangChain have formed a strategic partnership combining Quantiphi’s forward-deployed engineering and industry expertise with LangSmith, LangGraph, and Deep Agents. The collaboration focuses on governance and observability, engineers embedded in enterprise implementations, and feedback loops that turn production traces, expert input, and evaluation results into improved agent performance.
Read on for more→ Quantiphi and LangChain Partner to Scale Production-Ready Agentic AI for Enterprises
RapidCanvas Raises $29 Million To Scale Managed AI Delivery And Field Engineering
RapidCanvas has raised a $29 million Series B led by Vertex Ventures SEA & India, with participation from Hitachi Ventures and existing investors, bringing total funding to $52.5 million. The company pairs its AI platform with field engineers who build custom applications and remain accountable for outcomes after deployment. Following reported eightfold ARR growth over six quarters, the funding will expand engineering and go-to-market teams while strengthening enterprise-context capture, reusable development capabilities, and production governance for customers seeking an alternative to consulting-heavy or do-it-yourself AI projects.
Read on for more→ RapidCanvas Raises $29M Series B to Bring Fortune 100-Grade AI to Every Enterprise
Rocket Software Acquires Geniez AI To Accelerate Agent-Assisted Mainframe Modernization
Rocket Software has acquired Geniez AI, bringing in technical leadership and engineers specializing in agents that operate directly on mainframes to monitor systems, diagnose incidents, and execute natural-language workflows. The team will help accelerate Rocket’s AI initiatives, including new capabilities within its EVA agentic AI platform for core systems.
Read on for more→ Rocket Software Announces Acquisition of Geniez AI to Accelerate Agentic AI for Mainframe Modernization
ServiceNow Adds Runtime Agent Credentials And Broader AI Governance Controls
ServiceNow has announced AI Passport, a cryptographically signed credential that verifies what agents and MCP servers are authorized to do throughout multi-agent workflows. Permissions draw on enterprise context, policies, and approvals, with graduated enforcement ranging from redirection and restrictions to termination; NVIDIA is a design and launch partner for runtime enforcement. Expanded governance capabilities add shadow AI discovery, access mapping, observability, and cost-to-value measurement.
Read on for more→ ServiceNow Advances Its Operational Harness for Enterprise AI With AI Passport and Expanded Governance Capabilities
Tensormesh Launches Enterprise KV-Cache Management To Reduce Repeated LLM Processing
Tensormesh, creator of the open-source LMCache project, has launched a platform that reuses previously computed LLM attention state across GPU memory, CPU memory, and storage, reducing repeated prompt processing in self-hosted inference environments. Available now, Tensormesh Platform adds enterprise controls for security, observability, resilience, policy management, and multitenancy, with APIs for locating, moving, pinning, and clearing cached state.
Read on for more→ Tensormesh Launches Tensormesh Platform to Cut LLM Inference Costs by Reusing KV Cache at Enterprise 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.
On-Demand: Mini Jam, Q3 2026: Education in the Age of Abundant Intelligence
This quarterly Mini Jam on Insight Jam virtual event brings together educators, EdTech leaders, workforce development experts, and learning model innovators to explore the human impact of education in an era of abundant intelligence. All-in, Mini Jam Q3, 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. Be sure to register for free at Insight Jam to watch all the sessions live or on demand.
Solutions Review Set to Host Radware for Exclusive Spotlight Show “Securing Healthcare’s AI Era” on November 19
This webinar will examine how these gaps put patient data, digital services and organizational resilience at risk. Attendees will learn how an integrated security strategy can help healthcare organizations govern and protect agentic AI, secure applications and APIs, manage AI crawlers and sophisticated bots, and defend against increasingly sophisticated application and Web DDoS attacks.
Thought Leaders: AI Ransomware Accelerates ─ Time to Hit the Breaks and Do More Than Just Backup by Infinidat’s Eric Herzog
Everything your enterprise does revolves around data, including those new AI workloads. If you don’t have cyber resilience across your AI workloads and the datasets that feed into those workloads, you are leaving yourself open to being deeply affected by a major cyber threat from cybercriminals, who will use AI-driven cyberattacks against you in a heartbeat.
Editor’s Lens: Cybersecurity Vendors Claim They’re “AI-Native” by William Jepma
Open a dozen security product pages this quarter, and you will find the same two words stamped on nearly all of them: AI-native. It has become one of the default self-descriptions for everything from endpoint agents to identity platforms to the SOC tooling sitting above them. For a buyer working through a short list, the label is close to useless. After all, when every vendor claims the same ground, the claim stops carrying information.
Editor’s Lens: Data Sovereignty is Becoming a Design Principle for Enterprise AI by Tim King
From my view of the chess board, data sovereignty is usually explained through the lens of regulation and geography. That is, companies needed to know where sensitive information was stored, which jurisdiction governed it, and whether their infrastructure complied with applicable requirements.
EdTech Series: College Was the Default Answer, But the Data Says it’s Time to Ask Better Questions by MyComputerCareer’s Edwin Robles
Over more than 25 years working in education and EdTech, I’ve heard countless questions and concerns about education and career decisions. I’ve also watched the options available to students and workers change considerably. Very recently, two major studies put data behind some of the patterns I’ve been seeing. Together, they raise important questions about how we help people choose the right education and career pathway for their circumstances.
EdTech Series: What “Friction Maxxing” Reveals About AI’s Impact on IT Skill Development by Jim Atria
As AI adoption accelerates, a countertrend has emerged that reinforces the old saying: what goes around comes around. After spending years looking for ways to remove friction from everyday life, a growing number of people are embracing it by choosing to perform certain tasks without the assistance of AI and other forms of automation.
Contributor Series: The CISO’s AI Priority List: What Changes and What Doesn’t by Gigamon’s Grant Yacomeni
Recent developments are also showing how difficult that activity can be to control. This month, OpenAI disclosed that an internal research agent found a gap in its sandbox controls and reached an external chatbot despite restrictions on internet access. Anthropic separately reported malicious actors using agent swarms to divide and execute reconnaissance and post-exploitation tasks in parallel. For CISOs, these developments reinforce a challenge that is already taking shape.
Information Gain Series: AI Assessment in Higher Ed: What Proves a Student Learned
AI assessment in higher education is becoming a much larger challenge than determining whether students used ChatGPT, it’s true. When AI can produce polished essays, research, analysis, and other academic work, educators face the fundamental question: What actually proves that a student learned?
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1 Million Views: Insight Jam Surges Past 1 Million Site Views & 10 Million on YouTube by Tim King
We’re thrilled to announce that Insight Jam has officially surpassed one million views on Insightjam.com, reaching the milestone at nearly the same time the Insight Jam YouTube channel crossed 10 million lifetime views and more than 1,000 published videos. All this after the Solutions Review channel reached the 250,000 subscriber milestone earlier this year.
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.
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.
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?”
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.
Solutions Review Editors Publish New Whitepaper – Authority with Video & How Marketers Win GenAI Search
This is a market-presence strategy for enterprise marketers who want to move from campaign execution to category influence and even niche building, while also positioning their brands for visibility inside the large language models that increasingly shape how buyers discover, evaluate, and shortlist enterprise tech solutions.
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.
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.
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.
For consideration in future AI news roundups, send your announcements to the editor: tking@solutionsreview.com.
Tim King
Executive Editor
Tim is Solutions Review's Executive Editor covering the human impact of AI on the future of work and learning. He is also the Media Strategist behind Insight Jam (1M+ on YouTube) events and programming. A 2017 and 2018 Most Influential Business Journalist and 2021 "Who's Who" in multiple categories, Tim is a recognized thought leader in enterprise tech and AI.
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