Founder, Kamna Ventures — building vertical AI ventures including Aginera and InduQT.
SaaS sells access; nobody owns the outcome. Troubleshooting as a Service sells the resolved problem itself — and InduQT is how we’re proving the category.… Read More »Troubleshooting as a Service: Why the Next Industrial AI Category Is Outcome-Based, Not SaaS
The story of RouteNet — the patent-pending computer-vision system we built when every generic AI model failed on construction drawing routing — and the vertical… Read More »How We Built RouteNet: Why We Created Our Own AI for a Problem Off-the-Shelf Models Couldn’t Solve
For three decades, manufacturing has run on systems of record — ERP platforms, MES databases, maintenance logs, and SCADA historians that faithfully capture what happened… Read More »From System of Record to System of Action: How AI Agents Transform Factory Operations with Microsoft Fabric IQ
TL;DR: Claude’s Model Context Protocol (MCP) lets you build AI agents that connect directly to your business tools — ERP, email, databases, file systems —… Read More »Claude MCP Agents for Manufacturing: Email Automation with Resend, Multi-Agent Architecture, and ERP Integration
TL;DR: OpenClaw is an open-source AI agent framework that automates purchase order processing by giving AI agents real browser control over supplier portals, ERP systems,… Read More »OpenClaw for Purchase Order Automation: Architecture Guide for Manufacturing
You run a manufacturing business. Maybe you make parts, assemble products, process materials, or fabricate custom orders. Your team is good at what they do.… Read More »I Don’t Know Where to Start with AI in My Factory — A Plain-English Guide
Every manufacturing owner knows the shop floor matters most. But walk through your office and count how many people are re-typing data from one system… Read More »5 Back-Office Tasks Every Manufacturer Should Automate First
Your procurement team gets a purchase order by email. Someone opens the PDF. Someone else types the line items — part numbers, quantities, prices, delivery… Read More »Automating Purchase Orders: A Beginner’s Guide for Small Manufacturers
You’ve decided your manufacturing business needs AI. Maybe you’re losing money to manual processes. Maybe a competitor started automating and you’re falling behind. Maybe your… Read More »How to Choose an AI Consulting Partner for Your Manufacturing Business
You know the routine. Purchase orders come in by email — sometimes PDF, sometimes a spreadsheet, sometimes a scanned fax from a customer who hasn’t… Read More »Still Running Your Factory on Paper and Spreadsheets? Here’s How AI Can Help