Founder, Kamna Ventures — building vertical AI ventures including Aginera and InduQT.
Inventory planning tools have become popular among manufacturing SMBs. They promise better safety stock calculations, smarter reorder points, and improved demand forecasting. And they deliver… Read More »Why Your Inventory Planning Tool Isn’t Enough: The Case for AI-Driven Operations
You run a manufacturing company with €10M to €50M in revenue. You have 50–300 employees. You’ve been hearing about AI for years — from trade… Read More »The AI Transformation Playbook for Manufacturing Companies Under €50M Revenue
Manufacturing companies live and die by what happens on the shop floor. But behind every production line is a back office drowning in manual work:… Read More »Automating Back-Office Operations in Manufacturing: From BOM Reconciliation to Order Processing
Mid-market manufacturers — companies in the €10M to €200M revenue range — are caught in a difficult position. They face the same supply chain volatility… Read More »Supply Chain AI for Mid-Market Manufacturers: What Actually Works in 2026
If you’re a manufacturing SMB running SAP Business One, Dynamics NAV, Sage, Epicor, or a custom-built ERP — and you feel stuck — you’re not… Read More »Legacy ERP to AI-Native Operations: A Practical Guide for Manufacturing SMBs
Manufacturing software has a dirty secret: most of the tools marketed to manufacturers weren’t built for manufacturing. They were built for “supply chain” or “inventory”… Read More »Vertical AI vs Horizontal SaaS: Why Manufacturing Needs Purpose-Built Intelligence
Procurement in European manufacturing is uniquely complex. Multi-currency transactions across the eurozone and beyond, cross-border suppliers with varying lead times and regulatory requirements, REACH and… Read More »How European Manufacturers Are Using AI to Fix Procurement Bottlenecks
Inventory is the lifeblood of manufacturing — and the number-one cause of cash flow problems for SMBs. Too much stock ties up working capital. Too… Read More »AI-Powered Inventory Forecasting for Manufacturing SMBs: Beyond Spreadsheets and Legacy ERP
Most of the value in a CAD or BIM model is not in the visual geometry—it’s in the metadata: part numbers, materials, quantities, classifications, and… Read More »Extracting Metadata from CAD and BIM Models: Practical Patterns for AI Pipelines
Azure AI Foundry (formerly Azure AI Studio) is Microsoft’s platform for building enterprise-grade AI applications. But “enterprise-grade” means different things at the prototype stage vs.… Read More »Microsoft Azure AI Foundry Architecture for Agentic Apps: RAG, Tools, and Evaluation