Forge Automation

Forge Automation is a Toronto, Ontario-based manufacturing company that operates software-enabled factories to produce custom CNC-machined metal parts for product development and production. The organization utilizes advanced automation and digital workflows to provide instant online quoting, efficient fulfillment, and the delivery of precision components in four days or less. Serving a diverse client base that ranges from early-stage startups to Fortune 10 companies, the firm allows engineers to order on-demand via CAD uploads or reserve dedicated machines for guaranteed service level agreements. Operating with a current scale of nine to ten full-time employees, the enterprise has successfully shipped thousands of parts to North American customers and recently participated in the Y Combinator Winter 2025 batch under the guidance of primary partner Aaron Epstein. Forge Automation was founded in 2022 by Walter Raftus and Timothy Seto.

High-Level Overview

Forge Automation is a software-enabled CNC parts supplier specializing in rapid manufacturing of custom metal parts with a typical turnaround of four days or less. The company operates digitally integrated factories that streamline quoting, production, and fulfillment, serving engineers and companies needing fast, reliable custom CNC components for prototyping, product development, and low-volume production. Their platform allows customers to upload CAD models, receive instant quotes, and order parts online, with options for on-demand manufacturing or reserving dedicated CNC machines for guaranteed lead times.

Founded in 2022, Forge Automation targets mechanical engineers and businesses across North America, including Fortune 10 companies and startups, addressing the common industry pain points of long lead times and inconsistent quality in traditional CNC machining. Their software-driven approach enhances speed, precision, and ease of use, enabling faster product iterations and reducing production delays.

Origin Story

Forge Automation was founded in 2022 by Walter Raftus and Timothy Seto, who identified the need to modernize custom CNC machining by integrating software automation into factory operations. Both founders brought a vision to solve the inefficiencies of traditional machine shops, such as slow quoting processes and unpredictable lead times, by creating a digital platform that automates workflows and optimizes factory capacity. Early traction came from successfully shipping thousands of parts across North America within tight deadlines, validating their model of combining software with physical manufacturing.

Core Differentiators

• Software-Enabled Manufacturing: Uses advanced digital workflows to automate quoting, scheduling, and production, enabling rapid turnaround and consistent quality.
• Reserved Machine Model: Offers customers the option to reserve dedicated CNC machines on Forge’s shop floor, guaranteeing a 4-day production SLA and transforming machining into a subscription-like service.
• Ease of Use: Engineers can upload CAD models directly, add manufacturing intent, and receive instant quotes online, simplifying the ordering process.
• High Precision and Material Support: Manufactures parts with tight tolerances (±0.001") using a fleet of 3-axis CNC mills and supports a variety of materials including aluminum, stainless steel, and plastics.
• Customer Base: Serves a broad range of clients from startups to large enterprises, emphasizing fast, reliable service for prototyping and low-volume production.

Role in the Broader Tech Landscape

Forge Automation rides the wave of digital transformation in manufacturing, specifically the shift toward software-driven, on-demand production. The timing is favorable due to increasing demand for rapid prototyping and agile product development cycles in hardware engineering. Market forces such as supply chain disruptions and the need for localized, flexible manufacturing also support their growth. By integrating software with CNC machining, Forge Automation influences the broader ecosystem by setting new standards for speed, transparency, and customer experience in custom parts manufacturing.

Quick Take & Future Outlook

Forge Automation is poised to expand its footprint by scaling its software-enabled factory model and growing its reserved machine subscription service, which offers predictable capacity and faster delivery. Future trends shaping their journey include increased adoption of digital manufacturing platforms, growing demand for customization, and further automation in production workflows. As they mature, Forge Automation could become a key enabler of agile hardware development, potentially influencing how companies approach manufacturing capacity and supply chain resilience. Their blend of software and manufacturing positions them well to lead in the evolving CNC parts market.