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From prompt chaos to clarity: How to build a robust AI orchestration layer

venturebeat.com Emilia David 2025-09-09 07:11:10

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more Editor’s note: Emilia will lead an editorial roundtable on this topic at VB Transform next week. Register today. AI agents seem like an inevitability these days. Most enterprises already use an AI application and may have deployed at least a single-agent system, with plans to pilot workflows with multiple agents. Managing all that sprawl

Topics: ai enterprises framework need orchestration
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If You Were Surprised by an Amazon Refund From Years Ago, Here's Why

cnet.com See Full Bio 2025-09-10 16:55:03

What's better than a surprise package from Amazon? A big chunk of money. After all the money you've spent at Amazon, it's only fair that the online shopping giant gives you some cash back, right? That's what some customers are discovering after learning about surprise Amazon refunds they've received, sometimes for purchases made years ago. One customer on LinkedIn said he received a refund of $1,800 for a smart TV bought in 2018. Others made similar comments about products bought long before.

Topics: amazon customers orders refunds surprise
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Google launches production-ready Gemini 2.5 AI models to challenge OpenAI’s enterprise dominance

venturebeat.com Michael Nuñez 2025-09-11 07:55:56

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more Google moved decisively to strengthen its position in the artificial intelligence arms race Monday, declaring its most powerful Gemini 2.5 models ready for enterprise production while unveiling a new ultra-efficient variant designed to undercut competitors on cost and speed. The Alphabet subsidiary promoted two of its flagship AI models—G

Topics: ai enterprise gemini google models
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The case for embedding audit trails in AI systems before scaling

venturebeat.com Emilia David 2025-09-15 19:13:09

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more Editor’s note: Emilia will lead an editorial roundtable on this topic at VB Transform this month. Register today. Orchestration frameworks for AI services serve multiple functions for enterprises. They not only set out how applications or agents flow together, but they should also let administrators manage workflows and agents and audit t

Topics: agents ai enterprises orchestration systems
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Senator’s RISE Act would require AI developers to list training data, evaluation methods in exchange for ‘safe harbor’ from lawsuits

venturebeat.com Carl Franzen 2025-09-16 14:59:24

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more Amid an increasingly tense and destabilizing week for international news, it should not escape any technical decision-makers’ notice that some lawmakers in the U.S. Congress are still moving forward with new proposed AI regulations that could reshape the industry in powerful ways — and seek to steady it moving forward. Case in point, yest

Topics: ai lummis new public rise
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Kyber (YC W23) Is Hiring a Technical Account Manager

news.ycombinator.com Unknown 2025-09-17 03:01:11

At Kyber, we're building the next-generation document platform for enterprises. Today, our AI-native solution transforms regulatory document workflows, enabling insurance claims organizations to consolidate 80% of their templates, spend 65% less time drafting, and compress overall communication cycle times by 5x. Our vision is for every enterprise to seamlessly leverage AI templates to generate every document. Over the past 8 months, we’ve: 20x’d revenue and are profitable. Landed multiple si

Topics: ai customer enterprise kyber technical
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Glean, gen AI enterprise search startup, raises $150 million in deal adding billions to valuation

cnbc.com Afshan Musani 2025-09-18 15:00:01

Arvind Jain, CEO of Glean, on SaaS Monster stage during day one of Web Summit 2022 at the Altice Arena in Lisbon, Portugal, on Nov. 2, 2022. In early 2025, Glean launched its agentic AI, Glean Agents, which the company says are on pace to support one billion agent actions by year-end. "We're building the platform that brings AI into the fabric of everyday work, connecting people to knowledge, automating tasks, and enabling smarter decisions across the enterprise," said Arvind Jain, Glean co-fo

Topics: ai enterprise glean jain said
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Why most enterprise AI agents never reach production and how Databricks plans to fix it

venturebeat.com Sean Michael Kerner 2025-09-19 13:00:00

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more Many enterprise AI agent development efforts never make it to production and it’s not because the technology isn’t ready. The problem, according to Databricks, is that companies are still relying on manual evaluations with a process that’s slow, inconsistent and difficult to scale. Today at the Data + AI Summit, Databricks launched Mosaic

Topics: agent ai data databricks enterprise
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