How 5 Startups Are Building Trust and Connectivity for Enterprise AI Agents
Five startups are pioneering solutions to enhance enterprise AI agents by enabling seamless communication, trust, security, and auditability. BAND focuses on orchestrating multi-agent systems; Conifers accelerates cybersecurity response; Raindrop AI provides critical issue detection and simulation; Arcade.dev offers secure authorization and observability; and Omilia improves customer experience with a self-learning AI platform. Collectively, they are shaping the next generation of trustworthy and interconnected AI agents for enterprises.
Target SVP Emphasizes the Competitive Edge in AI Ecosystem Beyond Just Models
Target's AI strategy focuses on building strong systems and governance around AI models to create a real competitive advantage. AI agents at Target earn autonomy over time and are closely monitored for performance and compliance, ensuring reliability and scalability. This comprehensive approach includes cultural shifts within teams to manage AI-human workflows effectively, underlining the importance of architecture, security, and continuous evaluation in leveraging AI for business value.
Mastercard Revolutionizes Fraud Detection to Embrace AI-Powered Bots in Commerce
Mastercard is transforming its fraud detection system to support AI-driven bots as legitimate buyers, not just block them as threats. Using advanced AI, the company enhances security across 175 billion transactions yearly, enabling seamless bot commerce through a multi-layered trust framework. This innovation extends into business procurement, emphasizing embedded security and real-time monitoring, positioning Mastercard at the forefront of secure, autonomous agent-driven transactions.
How NTT DATA AIVista Enables Enterprise AI to Overcome the Final Hurdle
NTT DATA AIVista CEO Bratin Saha explains how enterprises can achieve real AI value by focusing on the 'last mile' — integrating AI models with proprietary data, workflows, and robust guardrails. Rather than fine-tuning models, success comes from combining domain expertise, change management, and technology to move workflows effectively within regulated environments. Their approach balances scalability with bespoke knowledge to overcome implementation hurdles and deliver tangible business outcomes.
Inside Schneider Electric’s VC Arm: AI Spurs a New Industrial Investment Wave
Schneider Electric’s venture capital arm, SE Ventures, is driving a new industrial investment cycle fueled by AI’s integration with energy and automation sectors. Led by Amit Chaturvedy, the firm targets startups enhancing data centers, grid resilience, and AI-powered robotics. As AI demand strains energy systems, investments focus on efficiency and sustainable capacity expansion. With reindustrialization imperative in the U.S. and Europe, AI and robotics facilitate workforce transformation and productivity gains. SE Ventures supports end-to-end AI infrastructure to enable this industrial evolution.
Porsche Implements Bold Workforce Strategy After Massive Profit Drop
After experiencing a sharp 98 percent drop in profits, Porsche responded by launching a major restructuring plan focused on securing its long-term success and stability, including decisive changes to its workforce management.
The Impact of Creative Leadership on Business Growth
Ndidi Oteh highlights the essential role of creativity in leadership, emphasizing its importance in fostering innovation, driving transformation, and achieving long-term business growth.
Why LLM Agents Are Transforming the Back Office
LLM agents are revolutionizing back-office operations by automating tasks traditionally handled manually. Unlike brittle legacy automation, these intelligent agents adapt and self-manage, enabling businesses to scale efficiently without expanding teams. Leading the intelligent automation market's growth, LLM agents represent the future of digital infrastructure, working quietly behind the scenes to boost productivity and reduce overhead.
Why Your Team Opts for the Safer Route Despite New Process Implementation
Teams frequently default to safer, familiar methods even after new processes are introduced, leading to failures in execution. Recognizing and addressing the reasons behind this behavior is crucial for effective change management and successful implementation.
Why Established Companies Often Overlook Early Market Shifts
Established companies frequently miss the early indicators of shifting market trends, leading to a gradual decline in their relevance. Recognizing and adapting to these changes early is crucial for sustained success.
How Bridging the Physical and Digital Brand Experience Sets Companies Up for a Decade of Success
Successful brands are those that seamlessly integrate their physical and digital identities, crafting experiences that reinforce their core values rather than contradict them. This cohesive approach to branding is essential for companies aiming to dominate the next decade.
AI Agent Conversations May Appear Perfect but Still Reveal Deep Flaws, Experts at VB Transform 2026 Observe
At VB Transform 2026, AI leaders highlighted how single AI agent conversations can look flawless but still hide product flaws. They emphasized shifting from scoring isolated interactions to analyzing user cohorts, combining automated and human review. Continuous evaluation, contrastive analysis, and scalable judge models improve AI reliability and trust. Human oversight remains vital for accountability and learning, especially in sensitive sectors.
Zillow's Engineering Lead Highlights the Importance of Measuring AI ROI Before Development at VB Transform 2026
At VB Transform 2026, Zillow's engineering chief explained how the company’s AI efforts focus on maintaining customer context throughout real estate transactions rather than just managing data. Zillow built its own AI context layer and uses a combination of specialized models and Glean’s platform to improve efficiency and reduce costs. Crucially, measuring AI impact before development, centralizing context, and strict data permissions are vital for success.
Omnicom Media Adapts Agency Model Amid AI Automation Shift
As AI automates media tasks, Omnicom Media Group is reshaping the agency business model, emphasizing strategy, data, and unique capabilities to stay competitive rather than relying solely on scale.
Evals Replace PRDs as Key Product Planning Tools, Says Expedia’s AI Leader at VB Transform 2026
Expedia’s AI chief, Xavi Amatriain, revealed at VB Transform 2026 that product evaluations are replacing traditional PRDs, embedding important security and design considerations early in development. He promotes specialized AI agents over all-in-one models and details Expedia’s risk-based governance system to balance innovation with safety. Emphasizing user control and early security integration, Amatriain addresses challenges in managing AI systems amid rising threats from autonomous agents. His approach highlights the need for tailored oversight and adaptive feedback to ensure effective, secure AI deployment.
Atlassian's Research Reveals: Maximizing AI ROI Requires Team-Centric Adoption, Not Just Individual Use
Atlassian research shows that real AI value comes from team-level collaboration, not just individual use. Successful teams create shared contexts, redesign workflows, and foster a culture of experimentation. Organizations that treat AI as a team effort, with clear agreements and shared knowledge, achieve better ROI and higher quality outcomes.
Revamping Entry-Level Roles for the AI-Driven Workplace
As AI transforms the workplace, companies face the critical challenge of reshaping entry-level positions. It is essential to cultivate inexperienced employees into trusted decision-makers to meet evolving business needs in an AI-driven era.
Intuit’s AI Journey: Rebuilding Its Agent Architecture Twice in Four Months
Intuit rebuilt its AI agent architecture twice in four months due to complexity and error compounding in its earlier orchestration system. The new design emphasizes modular skills and tools, human-agent collaboration, and comprehensive customer feedback, resulting in improved performance and scalability.
Bridging the Speed Gap: How LinkedIn, Walmart, and Zendesk Overcame Legacy Infrastructure Challenges to Accelerate AI Agents
At VB Transform 2026, leaders from LinkedIn, Walmart, and Zendesk revealed that legacy infrastructure—not AI models—is the main hurdle slowing AI agents. They shared strategies for modernizing workflows, managing data, and maintaining flexibility to keep pace with agent speeds, emphasizing early evaluation, employee empowerment, and owning adaptable infrastructure.
Verizon to Cut 3,000 Retail Jobs, Shift Stores to Franchise Model Amid AI Integration
Verizon is cutting 3,000 jobs in its corporate retail stores and shifting 274 locations to franchises as AI transforms customer service operations. This restructuring will leave the company with 1,000 stores under direct ownership and 5,000 operated by independent franchises, marking a significant shift in its retail strategy.