LangGraph is a framework for building stateful, multi-agent applications where tasks are represented as nodes, edges. It supports branching, memory management, event handling, making workflows more adaptable than linear pipelines. Experts say by enabling agents to reason, coordinate, recover from errors, LangGraph simplifies complex automation, improves transparency in AI-driven decision-making.

How does LangGraph improve multi-agent AI workflows?

As per experts, personalised onboarding welcomes users with tailored guidance, interactive tutorials, milestone tracking, and timely support. It reduces early confusion, builds confidence, and strengthens engagement. Companies applying structured onboarding methods report retention improvements up to 50%, lower churn rates, and higher customer lifetime value through positive first experiences.

How does personalised onboarding boost retention by up to 50%?

Oracle Co-founder Larry Ellison is closing the gap with Tesla CEO Elon Musk as the world's richest person. This comes as Ellison's total fortune surged by $70 billion in a day, lifting it to $364 billion, according to Bloomberg Billionaires Index. With Oracle shares up 45% this year, Ellison now trails Musk, whose net worth is $384-billion, by $20 billion.

Ellison nears Musk's net worth as he gets $70 bn richer in 1 day

Meta's TBD Lab, a Superintelligence unit, comprises "a few dozen" researchers and engineers developing its next-generation of foundation models, CFO Susan Li said. She added that TBD Lab, short for "to be determined", is focused on pushing AI models to the frontier over the next one to two years. "We conceive of it as...small, few-dozen-people...very talent-dense...set of folks," Li said.

Meta's Superintelligence TBD Lab has few dozen researchers: CFO

Apple’s “Awe Dropping” event revealed the iPhone 17 lineup, including the sleek iPhone Air, all manufactured in India before shipping worldwide. This marks a shift in Apple’s supply chain strategy. With FY25 India sales at $9 billion and exports surging 76% to ₹1.5 lakh crore, Apple is cementing India as both a key market and production hub.

Why Apple chose India first for the iPhone 17 series?

Elon Musk's brain implant company Neuralink said that 12 people worldwide have received its chips so far. This marks an increase from a prior announcement in June, when it said that seven individuals with severe paralysis had received the implants. Collectively, these patients have had their devices for 2,000 days and accumulated over 15,000 hours of use, the firm added. 

12 patients worldwide now use Neuralink's brain implants

Microsoft will license Anthropic AI's technology for some AI features in its Office 365 apps, The Information reported. The integration will bring Anthropic and OpenAI technology to tools like Word, Excel, Outlook, and PowerPoint, after years in which Microsoft primarily used OpenAI for new features in these apps. This decision comes as Microsoft reportedly faces a growing rift with OpenAI.

Microsoft taps Anthropic AI for Office 365, cuts OpenAI reliance: Report

Marketing Mix Modelling (MMM) measures how channels collectively drive sales separating base vs incremental revenue using statistical analysis, not attribution. In privacy-conscious landscapes where tracking falters, MMM still delivers insight. Google's tool Meridian shows MMM can yield 2.9 % revenue lift by reallocating budget into higher-performing channels.

Why is marketing mix modelling vital in privacy-first eras?

Over 22 % of companies struggle with conversion rates on Google and Meta. Conversion-driven strategies focus on optimizing existing visitors using analytics, tailored messaging, and persuasive ad design. Google and Meta tools enable targeting, creative testing, and measurement across campaigns. That focus converts intent into action and raises ROI on ad spend.

What boosts conversions from Google and Meta campaigns?

Revenue Growth Management (RGM) combines assortment, pricing, promotions, and trade strategies for profitable growth. Start with market assessment and customer segmentation, then apply dynamic pricing, test promotion depth, and measure impact. Integrating AI enables real-time pricing and insights. Executed methodically, RGM lifts profit margins by 4-7 %.