Instrumental
Instrumental offers an AI and Data Platform for manufacturing, aimed at engineering and operations teams building complex electronics. The platform helps aggregate manufacturing data across the product lifecycle, discover novel defects using anomaly-detecting AI, intercept known defects by augmenting operator judgment, and accelerate failure analysis by identifying potential root causes in minutes, saving up to 90% of the time spent on analysis. They also help accelerate New Product Introduction (NPI) programs by improving engineering efficiency and avoiding unnecessary builds, and ensure quality goals by reducing field failures, ramping faster, and improving first-pass yield. Instrumental serves industries like Consumer Electronics, Enterprise Electronics, Servers and Data Storage, and Aerospace and Defense.
Instrumental
Instrumental offers an AI and Data Platform for manufacturing, aimed at engineering and operations teams building complex electronics. The platform helps aggregate manufacturing data across the product lifecycle, discover novel defects using anomaly-detecting AI, intercept known defects by augmenting operator judgment, and accelerate failure analysis by identifying potential root causes in minutes, saving up to 90% of the time spent on analysis. They also help accelerate New Product Introduction (NPI) programs by improving engineering efficiency and avoiding unnecessary builds, and ensure quality goals by reducing field failures, ramping faster, and improving first-pass yield. Instrumental serves industries like Consumer Electronics, Enterprise Electronics, Servers and Data Storage, and Aerospace and Defense.
TL;DR
Product: Manufacturing AI and data platform for complex electronics (defect detection, traceability, failure analysis, NPI)
Founders: Anna-Katrina Shedletsky (Co-founder & CEO) and Samuel Weiss (Co-founder & CTO), both ex-Apple engineers
Funding: Total disclosed funding $80,300,000; Series C $50M (Feb 2022) led by BAM Elevate
Headquarters: Palo Alto, California
Team size: Approximately 82 employees
Company Overview
Problem Domain
Electronics manufacturing quality, traceability, and new product introduction (NPI) efficiency.
Industry
Manufacturing software / Electronics
Funding Track Record
7,500,000.00 USD
Reported as a mid-2017 Series A amount mentioned in coverage of later rounds.
20,000,000.00 USD
Participation included Eclipse Ventures, Root Ventures, First Round Capital, and Stanford StartX Fund.
50,000,000.00 USD
Returning investors included Canaan, Root Ventures, and Eclipse Ventures.
Investor Signal
“Backed by institutional VCs including BAM Elevate (Series C) and Canaan Partners (Series B); recurring investors include Root Ventures, Eclipse Ventures, First Round Capital, and Stanford StartX Fund.”