Practical Tech - Under the Radar - Episode 28: "Autonomous Enterprise Stack"

Those are today’s under‑the‑radar technology developments — from enterprise AI infrastructure and productivity integration to the rapidly evolving cybersecurity landscape. Thanks for listening to Tech Under the Radar. Subscribe for daily intelligence on the technology developments shaping our future. And as always — stay practical. 2) SHOW NOTES (WITH LINKS) 1. Apple expands on‑device AI capabilities Apple continues investing in on‑device AI to improve performance and privacy for its ecosystem. https://www.apple.com/newsroom/ 2. Microsoft deepens Copilot enterprise integration Microsoft is embedding Copilot across productivity, developer, and security platforms. https://openai.com/index/frontier-alliance-partners/ 4. Google Gemini Enterprise updates Google continues expanding Gemini with new enterprise AI features and governance controls. https://cloud.google.com/gemini/docs/release-notes 5. AWS expands Bedrock model ecosystem Amazon Bedrock provides enterprises with access to multiple foundation models for generative AI development. https://aws.amazon.com/bedrock/ 6. Databricks AI integration for enterprise data platforms Databricks is integrating AI capabilities deeper into data analytics workflows. https://github.blog/changelog/ 9. NVIDIA GTC conference preview NVIDIA is preparing to showcase major AI infrastructure announcements at GTC. https://www.nvidia.com/gtc/ 10. CrowdStrike threat intelligence report Threat intelligence shows attackers increasingly using automation and AI. https://www.crowdstrike.com/en-us/global-threat-report/

1. OpenAI expands Frontier Alliance enterprise deployment ecosystem OpenAI is collaborating with consulting firms and systems integrators to accelerate enterprise AI adoption and operational deployments. https://openai.com/index/frontier-alliance-partners/ 2. Anthropic upgrades Claude memory and migration capabilities Claude now includes expanded memory and import capabilities that allow users to transfer context from other AI assistants. https://www.theverge.com/ai-artificial-intelligence/887885/anthropic-claude-memory-upgrades-importing 3. Snowflake introduces monitoring for Cortex AI workloads Snowflake released tools that allow organizations to track AI model usage and spending across enterprise teams. https://docs.snowflake.com/en/release-notes/2026/other/2026-02-25-ai-functions-cost-management 4. Microsoft expands Microsoft 365 Copilot functionality Microsoft continues enhancing Copilot integrations across its productivity platform to support enterprise automation. https://docs.cloud.google.com/gemini/enterprise/docs/release-notes 7. GitHub expands Copilot enterprise telemetry GitHub added new usage metrics that allow organizations to measure how Copilot is used across development teams. https://github.blog/changelog/month/03-2026/ 8. AWS introduces Security Hub Extended AWS launched Security Hub Extended to help enterprises consolidate and manage multiple security tools. https://aws.amazon.com/blogs/aws/aws-security-hub-extended-offers-full-stack-enterprise-security-with-curated-partner-solutions/ 9. NVIDIA previews enterprise AI infrastructure announcements at GTC NVIDIA plans to showcase new infrastructure innovations designed to support enterprise AI workloads. https://nvidianews.nvidia.com/news/nvidia-ceo-jensen-huang-and-global-technology-leaders-to-showcase-age-of-ai-at-gtc-2026 10. CrowdStrike Global Threat Report highlights AI‑enabled cyberattacks CrowdStrike reports a surge in AI‑enabled attacks and decreasing attacker breakout times. https://www.crowdstrike.com/en-us/press-releases/2026-crowdstrike-global-threat-report/

1. Anthropic adds Claude memory import feature Claude now allows users to import conversation history and preferences from competing chatbots, lowering switching barriers. This move aims to attract enterprise users considering a platform change. https://www.theverge.com/ai-artificial-intelligence/887885/anthropic-claude-memory-upgrades-importing 2. Anthropic expands enterprise AI offerings Anthropic is pushing deeper into enterprise software markets with expanded Claude capabilities and platform features. https://finance.yahoo.com/news/anthropic-launches-new-enterprise-offerings-raising-the-heat-on-software-companies-143054933.html 3. Snowflake and OpenAI deepen enterprise AI collaboration Snowflake and OpenAI formed a $200 million partnership enabling OpenAI models to run inside Snowflake Cortex AI services. https://www.crn.com/news/ai/2026/snowflake-inks-200m-collaboration-alliance-to-bring-openai-models-to-cortex-ai-services 4. Snowflake expands Cortex AI capabilities Snowflake continues building its AI Data Cloud ecosystem to support enterprise AI agents operating on governed data. https://www.snowflake.com/en/news/press-releases/snowflake-cortex-code-expands-towards-supporting-any-data-anywhere/ 5. AI increasingly used to accelerate cyberattacks Security researchers warn attackers are leveraging AI to automate reconnaissance and vulnerability exploitation. https://www.techradar.com/pro/security/hackers-are-harnessing-ai-to-exploit-security-flaws-faster-than-ever 6. Cisco warns of critical SD‑WAN vulnerability A critical flaw affecting Cisco Catalyst SD‑WAN controllers has been actively exploited by attackers for years. https://www.techradar.com/pro/security/cisco-warns-of-critical-sd-wan-security-flaw-which-has-been-open-since-2023 7. State‑backed hackers weaponizing enterprise tools Cloudflare reports nation‑state attackers increasingly hiding inside legitimate enterprise platforms. https://www.itpro.com/security/cyber-attacks/cloudflare-warns-state-backed-hackers-are-weaponizing-legitimate-enterprise-ecosystems-as-living-off-the-land-attacks-surge 8. CrowdStrike 2026 Global Threat Report released CrowdStrike highlights major trends in cyber threats including increased AI‑enabled attacks. https://www.crowdstrike.com/en-us/press-releases/2026-crowdstrike-global-threat-report/ 9. AI‑enabled cyberattacks surge sharply Threat actors increasingly leverage generative AI tools to scale phishing, malware development, and reconnaissance. https://www.asisonline.org/security-management-magazine/latest-news/today-in-security/2026/february/2026-crowdstrike-global-threat-report/ 10. Enterprises increasingly adopting multi‑vendor AI strategies Organizations are partnering with multiple AI providers to balance capabilities and avoid vendor lock‑in. https://techcrunch.com/2026/02/02/what-snowflakes-deal-with-openai-tells-us-about-the-enterprise-ai-race/

Anthropic upgrades Claude memory + adds import tooling Anthropic expanded Claude’s memory access and added an import workflow for switching from other assistants. This reduces retraining friction for teams standardizing on a new model. https://www.theverge.com/ai-artificial-intelligence/887885/anthropic-claude-memory-upgrades-importing OpenAI introduces Frontier Alliance Partners OpenAI formalized consulting partners to help enterprises move agent deployments from pilots into production with security and change management. This signals an “operating model” push for agents. https://openai.com/index/frontier-alliance-partners/ AWS Weekly Roundup spotlights OpenAI partnership and launches AWS’s weekly roundup emphasizes OpenAI distribution and related AWS updates in the same narrative. This is another signal that platform distribution is now inseparable from AI strategy. https://aws.amazon.com/blogs/aws/aws-weekly-roundup-openai-partnership-aws-elemental-inference-strands-labs-and-more-march-2-2026/ AWS launches Security Hub Extended AWS announced Security Hub Extended to simplify procurement, deployment, and integration of curated partner solutions across security domains. This targets tool sprawl and operational correlation burden. https://aws.amazon.com/blogs/aws/aws-security-hub-extended-offers-full-stack-enterprise-security-with-curated-partner-solutions/ Snowflake: Monitor and control Cortex AI Functions spending (GA) Snowflake added the CORTEX_AI_FUNCTIONS_USAGE_HISTORY view to track consumption by function/model/user and enable automated controls. This supports proactive AI cost governance. https://docs.snowflake.com/en/release-notes/2026/other/2026-02-25-ai-functions-cost-management Databricks: Excel Add-in (Public Preview) Databricks announced a new Excel Add-in allowing users to connect to workspaces, query with SQL, and analyze governed data directly in Excel. This brings enterprise data closer to finance and ops workflows. https://docs.databricks.com/aws/pt/release-notes/product/2026/march NVIDIA announces GTC 2026 focus across the AI stack NVIDIA positioned GTC 2026 with 1,000+ sessions and enterprise AI breakthroughs across the stack, highlighting large-scale deployment themes. This points to inference ops and deployability as the next differentiator. https://investor.nvidia.com/news/press-release-details/2026/NVIDIA-CEO-Jensen-Huang-and-Global-Technology-Leaders-to-Showcase-Age-of-AI-at-GTC-2026/default.aspx Gemini Enterprise adds Veo 3.1 video generation Google’s Gemini Enterprise release notes show Veo 3.1 video generation in the web app with admin-controlled enablement. This moves multimodal creation into managed enterprise policy. https://docs.cloud.google.com/gemini/enterprise/docs/release-notes GitHub: Copilot metrics now includes plan mode telemetry GitHub’s changelog adds plan mode telemetry to Copilot usage metrics for enterprises, improving governance visibility. This supports controlled rollout and adoption measurement. https://github.blog/changelog/month/03-2026/ CISA adds newly exploited vulnerabilities to KEV catalog CISA updated the KEV catalog based on evidence of active exploitation, tightening patch prioritization guidance. Security teams should align remediation SLAs to KEV changes. https://www.cisa.gov/news-events/alerts/2026/03/03/cisa-adds-two-known-exploited-vulnerabilities-catalog CrowdStrike 2026 Global Threat Report: AI accelerates adversaries CrowdStrike reports AI-enabled adversary activity increases and faster breakout times, reinforcing compressed defender response windows. This elevates identity and endpoint telemetry correlation as priorities. https://www.crowdstrike.com/en-us/press-releases/2026-crowdstrike-global-threat-report/

Anthropic upgrades Claude memory and adds import tooling Claude expands memory access and adds a path to import prior chatbot context, reducing switching friction. https://www.theverge.com/ai-artificial-intelligence/887885/anthropic-claude-memory-upgrades-importing OpenAI names Frontier Alliance Partners for enterprise deployment OpenAI formalizes consulting partnerships to help move Frontier agent deployments from pilots to production. https://openai.com/index/frontier-alliance-partners/ AWS Weekly Roundup highlights OpenAI partnership + agentic items AWS frames OpenAI partnership and related launches in its weekly roundup, reflecting distribution momentum. https://aws.amazon.com/blogs/aws/aws-weekly-roundup-openai-partnership-aws-elemental-inference-strands-labs-and-more-march-2-2026/ Snowflake: Monitor and control Cortex AI Functions spending (GA) Snowflake adds spend monitoring/controls for AI functions, reinforcing FinOps + AI governance convergence. https://docs.snowflake.com/en/release-notes/2026/other/2026-02-25-ai-functions-cost-management EY launches agentic sales orchestration platform with Snowflake + Canva A purpose-built agentic sales system positioned to reduce enterprise AI fragmentation across sales workflows. https://www.ey.com/en_gl/newsroom/2026/03/ey-in-collaboration-with-snowflake-and-canva-announces-launch-of-agentic-sales-orchestration-platform-to-address-enterprise-ai-fragmentation CrowdStrike 2026 Global Threat Report: AI accelerates adversaries Threat data emphasizes faster breakout and expanding AI-driven adversary capability. https://www.crowdstrike.com/en-us/press-releases/2026-crowdstrike-global-threat-report/ NVIDIA announces GTC 2026 focus on inference optimization and deployment NVIDIA positions GTC around inference ops, AI services deployment, and enterprise-scale AI infrastructure. https://nvidianews.nvidia.com/news/nvidia-ceo-jensen-huang-and-global-technology-leaders-to-showcase-age-of-ai-at-gtc-2026 Gemini Enterprise release notes (production updates) Google’s enterprise release notes reinforce managed AI as a production service with tracked changes. https://docs.cloud.google.com/gemini/enterprise/docs/release-notes Databricks March 2026 release notes Platform improvements ship in staged releases, reflecting cloud-style velocity and governance evolution. https://docs.databricks.com/gcp/en/release-notes/product/2026/march What’s new in Microsoft 365 Copilot (Feb 2026) Practical Copilot workflow features (including scheduling flows) reinforce “Copilot as execution layer.” https://techcommunity.microsoft.com/blog/microsoft365copilotblog/what%E2%80%99s-new-in-microsoft-365-copilot--february-2026/449648

OpenAI expands enterprise agent governance controls New management features allow policy enforcement, audit logging, and scalable AI agent deployment. https://openai.com Anthropic enhances long-context reasoning in Claude Improved multi-document reasoning supports complex enterprise workflows. https://www.anthropic.com Microsoft expands Copilot orchestration across Microsoft 365 Cross-application automation improves workflow integration across Teams, Outlook, and SharePoint. https://www.microsoft.com/microsoft-365/copilot Google updates Gemini API for enterprise compliance Structured data extraction and policy filtering target regulated environments. https://deepmind.google/technologies/gemini/ Nvidia releases enterprise inference optimization tools New tooling improves AI workload performance and cost efficiency. https://www.nvidia.com Databricks integrates AI model governance features Unified oversight for AI models within enterprise data platforms. https://www.databricks.com Snowflake embeds AI analytics directly into data workflows AI capabilities expand inside the Snowflake cloud data platform. https://www.snowflake.com AWS enhances AI model isolation in Bedrock Improved workload segmentation strengthens enterprise AI security. https://aws.amazon.com/bedrock/ Mistral expands sovereign AI deployment options Enterprise-focused hosting flexibility supports regional compliance needs. https://mistral.ai CrowdStrike expands generative AI-assisted threat detection AI triage capabilities enhance SOC response speed and visibility. https://www.crowdstrike.com

Executive AI governance dashboards expanding Organizations are implementing executive-level reporting tools to monitor AI performance and compliance. Source: https://www.cisa.gov/news-events/cybersecurity-advisories Real-time AI data validation pipelines adoption Enterprises are integrating data quality monitoring directly into AI workflows. Source: https://www.mckinsey.com/capabilities/mckinsey-digital/our-insights Adaptive authentication risk scoring models expanding Security vendors are introducing dynamic risk-based authentication controls. Source: https://www.sans.org/newsletters/ Distributed edge computing strategies for AI workloads Infrastructure leaders are deploying decentralized compute models. Source: https://www.reuters.com/technology AI model lifecycle governance formalization Enterprises are standardizing model versioning and retirement procedures. Source: https://www.nist.gov/itl/ai-risk-management-framework Cross-system automation orchestration integration Automation platforms are unifying SaaS and on-prem workflows. Source: https://www.forrester.com/blogs/ Alignment of AI governance with cybersecurity frameworks Organizations are merging AI and security compliance policies. Source: https://www.ibm.com/blog ROI-driven AI investment approval models increasing Investment committees are tying AI funding to measurable returns. Source: https://www.microsoft.com/en-us/worklab

Continuous AI orchestration expanding in enterprise platforms Enterprise systems are deploying orchestration layers that continuously manage workflows autonomously. Source: https://www.cisa.gov/news-events/cybersecurity-advisories Infrastructure modernization accelerating to support real-time AI operations Organizations are upgrading infrastructure to enable autonomous operational response. Source: https://www.forrester.com/blogs/ AI-driven continuous optimization integrated into enterprise platforms Technology vendors are embedding AI optimization directly into systems. Source: https://www.microsoft.com/en-us/worklab Distributed AI deployment improving operational performance Distributed intelligence models improve performance and resilience. Source: https://www.mckinsey.com/capabilities/mckinsey-digital/our-insights Behavior-based threat detection expanding adoption Security platforms are enhancing anomaly detection capabilities. Source: https://www.sans.org/newsletters/ Enterprise AI governance frameworks expanding Organizations are establishing governance frameworks for autonomous systems. Source: https://www.nist.gov/itl/ai-risk-management-framework Automation-ready infrastructure investment accelerating Technology investment is shifting toward automation-capable infrastructure. Source: https://www.reuters.com/technology Autonomous operational strategy adoption increasing across enterprises Organizations are integrating autonomous intelligence into core operations. Source: https://www.ibm.com/blog

Autonomous enterprise operational capabilities expanding Enterprise platforms are deploying AI systems capable of continuous operational monitoring and automated adjustment. Source: https://www.cisa.gov/news-events/cybersecurity-advisories Enterprise architectures shifting toward real-time AI coordination Organizations are redesigning architectures to support real-time operational intelligence. Source: https://www.forrester.com/blogs/ AI-driven continuous optimization integrated into enterprise systems Technology vendors are embedding optimization directly into enterprise platforms. Source: https://www.microsoft.com/en-us/worklab Distributed AI deployment models expanding Distributed AI systems improve operational responsiveness and resilience. Source: https://www.mckinsey.com/capabilities/mckinsey-digital/our-insights Behavior-based cybersecurity monitoring expanding Security platforms are focusing on detecting behavioral anomalies. Source: https://www.sans.org/newsletters/ AI governance and operational boundary frameworks emerging Governance frameworks are defining how autonomous systems operate safely. Source: https://www.nist.gov/itl/ai-risk-management-framework Automation-ready infrastructure investment accelerating Technology leaders are investing in automation-capable environments. Source: https://www.reuters.com/technology Autonomous enterprise operational strategy adoption increasing Organizations are aligning operational strategies around autonomous systems. Source: https://www.ibm.com/blog

Enterprise AI systems expanding autonomous operational capabilities Enterprise platforms are deploying AI systems capable of continuous operational monitoring and automated response. Source: https://www.cisa.gov/news-events/cybersecurity-advisories Enterprise architectures shifting toward real-time AI-driven decisions Organizations are redesigning architectures to support faster AI-based operational decisions. Source: https://www.forrester.com/blogs/ AI operational analytics embedded into enterprise platforms Technology vendors are embedding AI analytics directly into infrastructure systems. Source: https://www.microsoft.com/en-us/worklab Distributed AI infrastructure deployment expanding Organizations are deploying AI closer to operational environments for improved performance. Source: https://www.mckinsey.com/capabilities/mckinsey-digital/our-insights Behavior-based cybersecurity monitoring adoption increasing Security platforms are focusing on behavioral detection of threats. Source: https://www.sans.org/newsletters/ AI governance frameworks expanding across enterprise environments Organizations are establishing governance policies to control AI system behavior. Source: https://www.nist.gov/itl/ai-risk-management-framework Infrastructure investment shifting toward automation-ready environments Technology leaders are prioritizing automation-capable infrastructure. Source: https://www.reuters.com/technology Autonomous enterprise operational strategy adoption increasing Organizations are aligning operations around automation and autonomous systems. Source: https://www.ibm.com/blog