Side-by-side comparison of AI visibility scores, market position, and capabilities
Cloud MRP and manufacturing operations platform for small and mid-size manufacturers. Tallinn Estonia / New York NY, raised $35M+.
Katana MRP is a cloud-based manufacturing resource planning platform designed for small and medium-sized manufacturers, craft producers, and product companies that need real-time production scheduling, inventory management, and supply chain visibility without the complexity and cost of traditional ERP systems. Founded in 2017 and headquartered in Tallinn, Estonia with US operations in New York, Katana has raised more than $35 million from investors including Atomico and Creandum. The company targets the large segment of manufacturing SMBs that have outgrown spreadsheets but find traditional MRP and ERP systems too complex, expensive, and slow to implement.\n\nKatana's platform provides a live master planner that gives manufacturers real-time visibility into production scheduling, material availability, and work order status. When new sales orders are entered — either manually or automatically through e-commerce integrations — Katana automatically calculates material requirements, identifies shortages, and suggests purchase orders to suppliers. The visual scheduling interface allows production managers to prioritize and reschedule work orders intuitively, with the system automatically updating material allocations and availability as changes are made.\n\nKatana integrates with Shopify, WooCommerce, Xero, QuickBooks, and other SMB business tools, positioning it as a manufacturing operations hub within a modern SMB tech stack. The company competes with Fishbowl Manufacturing, inFlow, MRPeasy, and the manufacturing modules of larger platforms like NetSuite. Katana's Shopify integration is particularly strong, making it the manufacturing operations platform of choice for many growing Shopify-native product brands.
Adept AI raised $415M to pioneer computer-use AI agents; its core research and agent team moved to Amazon in 2024 in a landmark talent acquisition while the company continues developing ACT-1 for enterprise automation.
Adept AI was founded in 2022 by a team of former OpenAI, DeepMind, and Google Brain researchers to build AI that can take actions on computers — navigating software interfaces, filling forms, and executing multi-step workflows in any application. Its ACT-1 model demonstrated the ability to control web browsers and desktop applications through natural language instructions, pioneering the computer-use agent paradigm that Anthropic later commercialized with Claude's computer use feature.
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