The Data Mesh revolutionized how we think about data products, but in the age of AI, it needs to go further.

While Data Mesh solved key data-sharing challenges, it never fully addressed: 
1️⃣ End-to-end business use case delivery (including governance) 
2️⃣ Integration of analytics (AI, ML, GenAI) with workflows and UIs 
3️⃣ Rapid development AND deployment—many frameworks focus on design, but not business agility 

That’s why we’ve evolved beyond Data Mesh and built something AI-Native.

Introducing: The AI-Native Data Product Platform 🚀

We’ve reimagined Data Product Architecture for the AI era:

🎨 AI-Accelerated Development (Low/No Code for Data Products & Apps)

✅ Prototype full-stack AI solutions in days, not months 
✅ Instant business feedback loops with AI-generated Data Object Graphs (DOGs) 
✅ GenAI automates the creation of data pipelines, models, and UX—humans refine 

📊 Business-Centric Architecture 

✅ DOGs mirror business processes, orchestrating AI-powered Data Products 
✅ Full-stack deployment—each Data Product includes: 
🔹 UI + Models + Local Schema + SQL Virtualization 
✅ AI-powered Data Products connect directly to enterprise data sources 

🤖 AI-First Design

✅ Native LLM integration (SaaS + Local) 
✅ Containerized Data Products (portable AI/ML/LLMs that run anywhere) 
✅ AI Lifecycle Management—experiment, train, refine, and deploy models faster than ever 

This Is More Than Just "An Evolution" of Data Mesh

Data Mesh started a powerful conversation, but we’ve now fully redefined how businesses deliver AI-driven solutions at scale.

💡 Instead of just sharing data, we enable organizations to build AI-powered, business-ready solutions.

💬 Want to know more? Let’s talk.

With Dataception Ltd’s DOGs, AI is just a walk in the park. 🐶🚀