Beyond the Hype: Where AI Meets Value

AI is making waves right now, with exciting developments opening new opportunities. But here's the thing – a lot of businesses are still lagging when it comes to adopting AI beyond PoCs. This challenge is especially clear with some of our clients who are trying to get their AI strategy right, but encounter roadblocks in trusting AI-generated insights, accessing business-critical data, and ensuring the right analytical approach for meaningful decision-making. 

That’s why we at msg global have built a team of AI experts. This newsletter aims to make AI adoption easier and more effective for businesses everywhere. 

Let’s jump right in! 

In this month's newsletter:

• AI Project in the Spotlight: Smarter Milk Forecasting with AI

• Meta FAIR's New Research Artifacts Advancing Machine Intelligence

• JP Morgan Just Called Out the AI Hype Train

• Is AI Getting More Real?

• Progressing In the Mobility Space With SafeDrivePod

AI Project in the Spotlight: Accurate Milk Forecasting with AI 

Imagine running a dairy where every liter of milk counts – not just in volume, but in fat and protein composition. A leading dairy producer should have a clear goal in mind: forecasting milk supply and quality more accurately, both week-to-week and across changing seasons. 

Why? Because forecasting errors can lead to major disruptions. Too much milk means wasted ingredients. Too little causes production delays. And when composition is off, it affects cheese and similar dairy productions. 

With the help of AI, the dairy can build smarter forecasting models tuned to its unique operations. They can start by identifying key variables – like temperature, humidity, or rainfall – and then develop AI prototypes to test feasibility before scaling to full production. 

According to our estimates, in this way the dairy producer can reduce production disruptions by up to 50%, waste by up to 20%, and costs by 1–2% per liter. For a mid-sized dairy, it could mean a 10–20% profit boost – all by using AI to transform data into decisions. 

Meta FAIR's New Research Artifacts Advancing Machine Intelligence 

Meta's FAIR team has released a powerful set of research artifacts designed to advance perception and reasoning in AI—developments that can drive innovation and efficiency across industries. 

These tools offer companies new ways to build smarter systems for automation, analysis, and interaction: 

• Meta Perception Encoder: Enhances performance in image and video tasks, making it useful for sectors like retail, security, and healthcare. 

• Meta Perception Language Model: Bridges vision and language for better visual recognition—ideal for search, content moderation, and customer service tools. 

• Meta Locate 3D: Enables accurate object localization in 3D, supporting applications in robotics, AR/VR, and logistics. 

• Dynamic Byte Latent Transformer: Offers a more efficient alternative to traditional language processing, improving the speed and reliability of AI-powered communication. 

• Collaborative Reasoner: Helps build AI systems that can reason and collaborate more effectively, making it useful in enterprise decision-making and team productivity tools. 

Businesses can leverage these open-source models to accelerate AI development, reduce costs, and deliver smarter user experiences. 

Key Takeaway: Meta’s latest open-source AI tools aren’t just research demos, but actual blueprints for the next generation of intelligent systems. From faster language models to collaborative reasoning engines, these artifacts lower the barrier to building AI that’s more perceptive, responsive, and cost-efficient. At msg global solutions, we’re exploring how models like these can enhance enterprise workflows, powering document intelligence, AI-assisted decision support, and improving how teams interact with and collaborate through AI. 

JP Morgan Just Called Out the AI Hype Train 

"We're seeing organizations deploy systems they fundamentally don't understand." 

JP Morgan isn’t buying the blind rush into AI. In a new open letter to its suppliers, the financial giant flagged what most enterprises are ignoring: nobody knows how their AI actually works. 

Their latest security review shows: 

• 78% of enterprise AI lacks proper safeguards 

• Security incidents tied to AI have tripled 

• And most systems make decisions that their creators can’t explain 

The root cause? Speed over safety. JP Morgan’s CTO Pat Opet warns that businesses are deploying black boxes with trillions at risk, especially in finance. 

The bank is pumping USD 2B into AI security and slowing some rollouts until models become more explainable and defensible. 

Key Takeaway: Auditability isn’t optional. If you can’t explain an AI decision, you can’t trust it, especially when it drives high-stakes outcomes. At msg global solutions, we’re focused on ensuring every AI-generated input used in decision-making is traceable, explainable, and backed by a clear logic trail. From financial services to insurance, we help clients move beyond the black box, because confidence in AI starts with understanding its retrieval logic. 

Is AI Getting More Real? 

As you probably know, OpenAI allows you to select the voice/ tone you prefer to interact with ChatGPT: they have now introduced a sixth voice – Monday.  In a world of endlessly cheerful virtual assistants, Monday offers something different: honesty. Launched initially as a tongue-in-cheek April Fools’ experiment, this dry, sarcastic voice struck a chord.  Monday captures what many people crave from AI right now: a touch of realism, a bit of humanity, and the freedom to drop the forced optimism. It’s a subtle shift, but worth reflecting upon. 

Key Takeaway: OpenAI's new voice, Monday, introduces a refreshingly honest and sarcastic tone to ChatGPT, reflecting a growing desire for more authentic and human-like AI interactions.

Progressing In the Mobility Space With SafeDrivePod 

This month we hit the road with a new partner—SafeDrivePod! We're plugging their top-tier after-market telematics tech into our AI Mobility platform to help insurers and fleet operators steer toward smarter decisions, lower risk, and safer roads. Buckle up and read more in our announcement.