1. What inspired the addition of multi-step reasoning, and how does it differ from the assistant’s earlier capabilities? Our merchants often deal with challenges that aren’t solved by looking at a single data point. A dip in sales, for example, can stem from inventory bottlenecks, an underserved segment, and shifting demand signals, all at once. We…
1. What are the biggest challenges organisations face in achieving real-time data interoperability, and how can they overcome them? One major challenge in achieving interoperability is a world of constantly changing data formats and APIs. Batch-based systems introduce latency and tight coupling. Streaming platforms like Apache Kafka shift teams toward an event-driven architecture, where components exchange…
1. Can you explain how the introduction of self-managed Akka nodes changes the way organizations can architect their distributed systems?Tyler: Fundamentally, self-managed Akka nodes means that enterprises can gain all the traditional benefits of Akka – scalability, elasticity, availability – on any cloud infrastructure. By decoupling the runtime from the platform, self-managed Akka nodes shift…
1. Could you walk us through how Pi agents function in real-time, especially when dealing with unpredictable variables? Pi agents operate autonomously across the end-to-end freight management cycle, from procurement through planning to payment, adapting in real time to unpredictable variables. Powered by Pando’s proprietary Logistics Language Model (LLM), Pi interprets contextual signals and executes…
1. How does the platform accelerate time-to-insight compared to other AI solutions in the market? View AI stands out by enabling organizations to move from raw enterprise data to actionable AI experiences in a matter of minutes, not months. Unlike traditional platforms that require extensive coding, specialized teams, and lengthy development cycles, View AI leverages…
1. With MITRE losing funding and the limitations of the NVD exposed, what should security teams understand about the reliability of traditional vulnerability scoring systems? Well, first it’s important to clarify that Mitre didn’t lose its funding in the end because CISA saved the day by extending Mitre’s funding for 11 months, which restored calm…
1. Can you walk us through the core components of your AI Roadmap—and how it differs from traditional AI integrations? We’re looking at AI playing a role in three areas: 2. What exactly is an “Intelligent Delivery Organization,” and how is it fundamentally different from today’s professional services teams? A “Professional Services” team, by definition,…
1. Why does AI adoption in fleet operations still lag behind broader HSE digitalisation? Despite 84% of HSE leaders ranking fleet safety as a high priority according to our latest research, and a clear correlation between the adoption of AI and automation tools and better driver behaviour, faster incident response and improved compliance reporting, only…
1. What role is localisation playing in driving revenue growth for companies operating across multiple markets in 2025? Localization has evolved into a critical revenue driver for global businesses in 2025, with 74% saying that it accounts for more than one-quarter of revenue growth with 11% saying it accounts for more than half Strategic localization…
