ENGINE · Dec 2025
Interview profile on Autumn Labs’ manufacturing monitoring software, the founders’ background, AI-assisted productivity, and the company’s view of industrial broadband and U.S. manufacturing infrastructure.
Company research
Public company, workplace, funding, and market signals
Updated Jul 29, 2026
Overview
Autumn Labs is a San Francisco-based manufacturing intelligence startup that provides software and an SDK for real-time factory monitoring, analytics, alerts, root-cause analysis, and production-line control across robotic and manual manufacturing stations.
Primary product
Manufacturing intelligence platform and SDK for real-time factory monitoring and control
Founded
2023
Headquarters
San Francisco, California, United States
Team size
1-10
Work style
Flexible
Industry
Software Development
Sub-industry
Manufacturing intelligence / factory monitoring software
Offices
San Francisco, California, United States (LinkedIn/YC HQ)
677 Bonley Court, Folsom, CA 95630, United States (PitchBook corporate office)
Business model
B2B SaaS
Developer tools / SDK
Enterprise software
Funding
People & investors
Work & culture
Engineering-led and manufacturing-focused; public posts emphasize fast iteration, building in public, zero-waste manufacturing, and using AI tools to multiply team output.
Work style
Flexible
Compensation
No public salary bands were found. Public careers pages show one remote U.S. role and one in-office U.S. role, both full-time.
Product & market
Pricing
Not publicly disclosed; likely sales-led / quote-based
Differentiators
- —Fast onboarding claims (setup in under 30 minutes)
- —Integrates machines, MES, documents, and emails into one system
- —Real-time monitoring plus deep analytics and alerts
- —Tracks product lineage and unit history end-to-end
- —Supports hybrid factory lines, including manual stations
- —Offers on-prem or self-hosted deployment options
- —SDK-first integration approach for robotic and industrial stations
Technology
SDK
Client Services
Cloud Services
Web App
APIs
Event Processing
Data Processing
Real-time monitoring
Statistical Process Control (SPC)
Anomaly detection
Historical replay
AI-powered recommendations
Root-cause analysis
PLC adapters
Custom hardware adapters
On-prem deployment
Self-hosted deployment
Role-based access control
Customers
consumer electronics factories
contract manufacturers
factory operations teams
robotic assembly/test stations
manufacturers with hybrid manual and robotic lines
Competitors
Brain Cube
Linecraft
UGX.AI
Scale & contact
Estimated revenue
≈$330K ARR (public estimate; GetLatka, 2025-09-02)
Latest news
LinkedIn · Nov 2025
Prathik Muppidi says the company optimized station onboarding so factories can get from zero to live data quickly, emphasizing low-friction integration on the factory floor.
LinkedIn · Oct 2025
Autumn Labs describes a blog post about how factory data arrives in different formats across test, assembly, automation, and manual stations, and how the platform unifies it without rewriting station software.
LinkedIn · Sep 2025
A founder post outlining the ‘manufacturing spectrum’ and positioning Autumn Labs as the visibility layer that removes MES cleanup headaches, data delays, and blind spots.
LinkedIn · Jul 2025
Autumn Labs announced a blog series and said it would share team updates, product context, use cases, and lessons learned.
Jobs and careers at Autumn Labs
0 jobs at Autumn Labs
No open positions
Check back later for new openings