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enterprise AI software
Trends
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Cisco is drawing attention after its AI chief Jeetu Patel said the company gave a Gen Z employee unlimited AI tokens to rewrite all of Cisco's code. The remark, picked up by India Today, has sparked debate about how aggressively large enterprises are adopting AI-driven software development and what it means for traditional engineering workflows.
- 2Nvidia weighs $2,000 annual per-GPU software fee●Nvidia discusses $2k-per-GPU annual fee for software
Nvidia is discussing a $2,000 annual software fee per GPU for running AI agents on its infrastructure, according to Tom's Hardware. The company reportedly already charges more than twice that amount for its AI Enterprise software platform, and the proposal signals Nvidia's push to monetize software alongside its dominant AI hardware business. Industry observers are debating what the pricing means for companies deploying agentic AI workloads.
- 3Crisp Launches Halo AI Platform for Retail▼Crisp Launches Halo™, the AI Platform for Retail That Deploys Inside the Enterprise's Own Cloud and Data Environment
Retail data firm Crisp has launched Halo, an AI platform for the retail industry that deploys inside a company's own cloud and data environment rather than external infrastructure. The announcement highlights a growing push among enterprise software vendors to offer AI tools that keep sensitive sales and supply chain data under the customer's control.
- 4Red Hat opens AI Innovation Hub in Singapore▼Open source AI company Red Hat has established its AI Innovation Hub in Singapore
Red Hat has established its AI Innovation Hub in Singapore, announced in coordination with the Singapore Economic Development Board. The open source software company says the hub will focus on advancing enterprise AI development in the region. It adds to Singapore's push to position itself as a centre for AI investment and innovation in Southeast Asia.
- 5OpenText launches Core Capture 26.4 with AI add-on▼$OTEX · OpenText releases Core Capture 26.4 with integrated AI add-on On October 23, 2026, OpenText released the Core Ca
OpenText released Core Capture 26.4 on October 23, 2026, introducing Capture Aviator, an artificial intelligence add-on for document understanding built on large language models. The update extends the company's enterprise content management suite with AI-driven document processing, part of a broader push by software firms to embed generative AI into existing product lines.
- 6Ex-Palantir execs raise $17M for construction AI startup Dream▼Ex-Palantir execs launch Dream with $17M from a16z to build AI world models for construction
Former Palantir executives have launched Dream, a startup building AI world models tailored to the construction industry, and raised $17 million in funding led by Andreessen Horowitz. The company aims to apply simulation-style AI modeling to construction planning and operations, betting the sector is ripe for the kind of data-driven software Palantir brought to government and enterprise clients.
- 7QCon AI New York 2026 highlights agent identity and context costs▼QCon AI New York 2026 Program Committee Picks: Agent Identity, Context Costs, and Open-Source Infere
QCon AI New York 2026 organizers have announced their program committee picks, spotlighting three themes: agent identity, the rising costs of managing context in AI systems, and open-source inference. The selections signal which software engineering topics the conference expects to dominate discussions among developers and architects working on large-scale AI applications next year.
- 8Cognition acquires Corridor to bolster Devin's code security▼Cognition buys code-security startup Corridor to harden Devin
Cognition, the AI coding startup behind the Devin agent, has acquired Corridor, a code-security startup. The deal is aimed at hardening Devin, adding security capabilities to the company's autonomous software engineering tools as enterprise customers increasingly demand safer AI-generated code. Details such as the purchase price and Corridor's team size were not disclosed in the announcement.
- 9Freshworks Acquires Israeli AI Startup Robusta Dev●Freshworks Acquires Israel-Based AI Startup Robusta Dev To Strengthen Freshservice
Software company Freshworks has acquired Robusta Dev, an Israel-based startup specialising in AI-powered platform engineering, to strengthen its IT service management product Freshservice. The deal signals Freshworks' push to embed more artificial intelligence capabilities into its enterprise offerings. The financial terms of the acquisition have not been disclosed, and reactions so far are limited to coverage of the announcement.