business intelligence tools
business intelligence tools on Beyond Market Intelligence: a running collection of 149 stories we have gathered and hand-picked because they are worth your time. Every post here touches on business intelligence tools in some way — the news, the analysis, the deep dives, and the occasional surprise find. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work with data. New stories are added to this page as we find them, so check back if you want to keep up with what is happening around business intelligence tools, or subscribe to the RSS feed to get them as soon as they are published. Browse the collection below, or head back to the homepage to see everything Beyond Market Intelligence is covering right now.
How is your enterprise tracking AI agent telemetry? Groundcover thinks it should never leave your cloud
The rise of AI agents is fundamentally reshaping enterprise data management, particularly how telemetry is tracked. Groundcover thinks it should never leave your cloud, offering a compelling alternative to traditional observability platforms. With $160 million in funding, the company is challenging established players like Datadog and Splunk by prioritizing customer-controlled data storage and a predictable, host-based pricing model. Explore how this approach, combined with eBPF technology, is transforming observability into infrastructure for autonomous software, as discussed further in our recent article, "Smallest.
Thinking Machines debuts Inkling Small open source AI model nearing performance of predecessor at about 1/4 size
Thinking Machines has unveiled Inkling-Small, a groundbreaking open-source AI model demonstrating remarkable efficiency. Nearing the performance of its predecessor, Inkling, this new model achieves this at roughly one-quarter the size, surpassing it on several key benchmarks. Released under a permissive Apache 2.0 license, Inkling-Small offers enterprises a compelling blend of power and practicality, reducing compute requirements and deployment complexities. Explore this transformative solution and discover how it can empower your data journey—a clear signal that enterprise AI is rapidly evolving.
Mastercard spent decades training its fraud system to see bots as thieves. Now bots are the ones doing the buying.
For decades, Mastercard’s fraud detection system has rigorously identified and blocked malicious bots. Now, the landscape is shifting; the network must increasingly enable legitimate bots to facilitate transactions. As Chief AI and Data Officer Greg Ulrich recently explained, this necessitates a fundamental change to Mastercard’s risk framework, built upon the foundation of 175 billion transactions scored in under a tenth of a second annually. This evolution, and the critical need for agentic identity, mirrors insights from VentureBeat's recent Pulse research.
Hush Security says the AI security problem has shifted from protecting models to governing identities as autonomous agents spread
The AI security landscape is rapidly evolving. Less than a year after launching, Hush Security asserts the focus has shifted from securing AI models to governing the identities of increasingly prevalent autonomous agents. Following a $30 million Series A funding round, Hush is positioning its Identity Gateway as a critical control plane, enabling organizations to discover, assign identities, and govern access for these agents—a trend Gartner projects will see Fortune 500 companies managing over 150,000 AI agents by 2028.
At Waymo, an AI project isn't ready until its evals are — not when the model performs well
Deploying AI responsibly demands more than robust models; it requires rigorous, continuous evaluation. At Waymo, a leader in autonomous driving, “eval-centric development” elevates evaluation to a core engineering principle, ensuring readiness before deployment. With over 220 million autonomous miles driven, Waymo’s approach—combining data curation, human oversight, and clearly defined outcomes—offers a valuable playbook for enterprises across industries.
Nimble claims its new, domain-specialized Web Search Agents cut token costs in half while boosting retrieval accuracy
Nimble is introducing Web Search Agents, a new retrieval system designed to significantly enhance AI agent performance. Early testing indicates a 21% boost in retrieval accuracy alongside a notable 51% reduction in token costs compared to leading alternatives. This innovative system combines self-learning algorithms, proprietary web indexes, and live web access to deliver domain-specific search capabilities tailored for enterprise workloads.
Microsoft launches AI cybersecurity model, agentic defense platform to cut enterprise security costs
Microsoft is reshaping enterprise cybersecurity with the launch of MAI-Cyber-1-Flash, a compact AI model embedded within the agentic defense platform, MDASH. This innovative system, achieving 96% accuracy on the CyberGym benchmark, delivers significant cost savings—roughly 50%—compared to existing configurations. Project Perception, a coordinating agentic security system, enters public preview August 3rd. Microsoft’s approach prioritizes cost-effective solutions, leveraging a specialized model for routine tasks and OpenAI's GPT-5.
AI cites the deep pages but sends humans to the homepage — most sites are built backward
The digital landscape is undergoing a fundamental shift. Recent data reveals a concerning trend: AI-powered search is diminishing traffic to traditional web pages, with users clicking through from AI summaries a mere fraction of the time. While AI platforms consume the web at an accelerating rate, publishers are experiencing significant declines in referral traffic, threatening the established ad-supported model. To thrive, businesses must adapt; prioritize structuring deep pages for citation and rebuilding homepages to engage context-aware visitors.
Anthropic launches Claude Opus 5, a cheaper AI model for coding, agents and enterprise workflows
Anthropic has launched Claude Opus 5, a new AI model poised to reshape enterprise workflows. Delivering near-parity with its top-tier Claude Fable 5 at roughly half the cost, Opus 5 prioritizes efficient, practical intelligence. This launch signals a shift toward economic viability in the AI landscape, excelling in coding and knowledge work—scoring notably higher on benchmarks like Frontier-Bench. Early adopters are already reporting significant token savings and improved accuracy, demonstrating Opus 5’s potential to transform daily operations.
Microsoft launches new in-house AI models it says cut costs up to 89% versus OpenAI
Microsoft has unveiled two new in-house AI models, MAI-Image-2.5-Pro and MAI-Voice-2-Flash, marking a significant shift towards self-sufficiency in AI capabilities. These models, now in public preview, demonstrate the potential for substantial cost reductions – up to 89% versus OpenAI – across key products like Bing, Excel, and Dynamics 365.
Black Forest Labs launches FLUX 3 capable of generating images and 20-second video with audio — but in limited release to start
Black Forest Labs today expands its FLUX family with FLUX 3, a multimodal frontier model capable of generating images and up to 20-second video clips with audio from a single prompt. Trained across image, video, and audio modalities, FLUX 3 aims to unify creative generation, simulation, and even robotic actions under a single "visual intelligence" framework. Initially available through a gated "Early Access" program, with FLUX 3 Image slated for broader release soon, this launch echoes a trend among leading AI labs.
Inflection AI returns to consumer market with Pi Journeys after Microsoft upheaval
Inflection AI is returning to the consumer market with Pi Journeys, a new research division and experimental product focused on building AI relationships rather than simply processing requests. Following a significant restructuring and Microsoft acquisition last year, the company now argues that the future of AI lies in relational intelligence—AI that understands and supports users within the context of their lives and relationships.
OpenAI unveils Presence, a new platform that lets enterprises launch and manage realtime voice agents and chatbots
OpenAI introduces Presence, a new enterprise platform designed to simplify the deployment and management of AI agents across business workflows. This offering empowers eligible customers to launch voice and chatbot agents capable of answering questions, accessing systems, and taking approved actions—all while adhering to company policies. Delivered through a limited general availability program with OpenAI Forward Deployed Engineers, Presence addresses the challenge of ensuring reliable agent behavior in production environments.
Poolside drops Laguna S 2.1, an open-weight coding model that beats rivals 10x its size
Poolside's Laguna S 2.1 introduces a compelling new option in the open-weight coding model landscape. This 118-billion-parameter system, activating just 8 billion parameters per token, impressively matches or surpasses models many times its size on agentic coding tasks, achieving top scores on benchmarks like Terminal-Bench 2.1. With a permissive OpenMDW-1.1 license and broad ecosystem support, Laguna S 2.1 represents a strategic move to empower Western users with trustworthy, self-hostable AI.
Evals are the new PRD, Expedia’s AI chief tells VB Transform 2026
Expedia’s chief AI and data officer, Xavi Amatriain, is redefining product development, asserting that "evals are the new PRD." This shift prioritizes embedding security and design principles directly within evaluation processes, even before coding begins, leveraging AI-assisted code generation. Amatriain advocates for risk-calibrated governance layers, minimizing restrictive guardrails to maintain feedback loops and user agency, particularly emphasizing that users should retain the final click for transactions.
Cohere VP says enterprise AI sovereignty requires control of the full agent stack at VB Transform 2026
At VB Transform 2026, Cohere VP Rachad Alao emphasized that true enterprise AI sovereignty demands control of the entire agent stack—from GPUs and infrastructure to governance and connectors. Alao, formerly at Google and Meta, argued that data residency and operational control are paramount for institutions like banks and hospitals. He highlighted the exponential rise in token utilization driven by complex agent workflows, advocating for strategic model routing and the use of the "right model for the task.
'We have maybe 20 months' to rebuild for AI agents, Meta's infrastructure VP tells VB Transform 2026
The shift to agentic AI demands immediate infrastructure transformation. Meta VP of Engineering Barak Yagour, speaking at VB Transform 2026, highlighted a critical timeframe: “We have maybe 20 months to rebuild the whole thing for a world where humans and agents co-create at scale.” Automated traffic now surpasses human traffic, reshaping foundational assumptions about data consumption. Meta is prioritizing agent-aware infrastructure, focusing on dynamic controls, robust identity management, and accelerated data velocity—a flywheel effect driving innovation across agents, data, and recommendations.
Canva launches Code 2.0, offering AI website building to every user — including free accounts
Canva has significantly expanded its AI capabilities with the launch of Canva Code 2.0, now accessible to all 265 million monthly users—including free accounts. This major update empowers anyone to build interactive websites, apps, and experiences through plain-language prompts, with the ease of editing a Canva presentation. Unlike other "vibe coding" tools, Canva Code prioritizes design, offering drag-and-drop editing and seamless integration within the broader Canva ecosystem.
The enterprise AI challenge nobody solves with code generation alone
The promise of AI code generation is undeniable, yet a stark reality persists: most organizations fail to translate prototyping success into enterprise-grade execution. SAP's Michael Ameling observes that 81% strategize for AI, yet only a fraction achieve operational deployment, revealing a critical gap beyond code quality. Successfully integrating AI-generated logic into complex, legacy systems demands foundational data readiness, robust governance, and a shift in developer roles—a challenge amplified by AI’s very power. Discover how to bridge this gap and unlock true enterprise value.
SpaceX's Grok 4.5 launches at half the price of rivals — here's why that could rattle Anthropic and OpenAI
SpaceX has launched Grok 4.5, its first AI model specifically designed for coding and autonomous agents, leveraging its $60 billion acquisition of Cursor. Unlike competitors, Grok 4.5 prioritizes cost-effectiveness, utilizing half the tokens per task and costing significantly less than rivals like Anthropic's Claude Opus – a strategy Musk believes will drive real-world usefulness. Early benchmarks suggest competitive performance, with Grok 4.5 demonstrating remarkable efficiency, potentially disrupting the AI coding market.
Build for the new AI era with Microsoft and NVIDIA
The era of AI experimentation is evolving. Microsoft and NVIDIA are partnering to accelerate the shift from isolated demos to scalable, production-ready agentic AI—a critical step for businesses seeking transformative results. This collaboration delivers a unified platform, combining Microsoft's enterprise control plane with NVIDIA’s intelligence and acceleration, to empower developers and build agent factories. Join us to discover how this architecture unlocks a new level of efficiency and collaboration across your organization. Learn more about this evolution in agentic AI and its implications.
Meet Kirki: WordPress’s First Visual Builder With An Infinite Canvas
For years, WordPress website design has been constrained by rigid templates. Now, meet Kirki, the first freeform visual builder offering an infinite canvas. This innovative tool redefines the WordPress experience with cleaner performance and unparalleled design freedom—all without plugin dependency. Discover a more intuitive workflow and unlock your creative potential. Explore Kirki and elevate your website building. For deeper insights into scaling complex systems, see our article on "How HubSpot Scaled Semantic Search to 20 Billion Vectors."
Anthropic brings Claude Cowork to mobile and web as usage data shows most users aren’t coding
Anthropic is expanding the reach of Claude Cowork with a mobile and web launch, driven by compelling usage data demonstrating its broad appeal. Contrary to the narrative surrounding developer-centric AI, data reveals that the majority of Cowork users leverage the tool for "the work around the work"—business processes, content creation, and information assembly—rather than coding. This strategic shift positions Anthropic to capture a significantly larger market of knowledge workers, empowering them to transform their productivity across devices, even offline.
Z.ai launches ZCode to challenge Cursor, Claude Code and GitHub Copilot in AI coding
Z.ai has launched ZCode, a free desktop application and a direct challenge to established AI coding tools like Cursor, Claude Code, and GitHub Copilot. Built as an "Agentic Development Environment" deeply integrated with Z.ai's powerful GLM-5.2 large language model, ZCode prioritizes long-horizon tasks and continuous development across devices. Notably, it offers a 1.5x usage-quota bonus for subscribers and supports BYOK configurations, addressing growing concerns about vendor lock-in highlighted by recent export restrictions.