Obico

What Obico does

Obico is a privately held software company founded in 2019 and based in Fremont, California (previously operating under the name The Spaghetti Detective). It develops an open-source, community-built smart 3D printing platform that enables remote monitoring, control, and AI-powered failure detection for consumer and prosumer 3D printers. The platform is delivered in two deployment modes — Obico Cloud (a managed SaaS offering maintained by Obico) and a fully open-source Self-hosted Obico Server — and is extended into the dominant open-source 3D printing stacks via native plugins: Obico for OctoPrint, Obico for Klipper (moonraker-obico), and Obico for Duet3D (reprapfirmware-obico).

The core technology pairs webcam-based computer vision with printer telemetry to detect 3D print failures such as spaghetti defects, layer shifts, nozzle blobs, and first-layer adhesion problems, alerting users via push, email, or SMS and optionally auto-pausing the printer. A dedicated Nozzle Ninja First Layer AI inspects nozzle-camera imagery for early-stage defects, and Janus WebRTC-based Premium Streaming delivers up to 25 FPS live video. Mobile apps for iOS and Android, app-store distribution, and pre-installation on BigTreeTech (BTT PI 2) and Sovol (SV08) hardware form the primary go-to-market surface.

The business model is product-led and freemium: a free tier supports a single printer with basic remote access, while the Pro plan starts at $4/month with unlimited printers at roughly $2/printer/month and unlocks AI Premium features and Premium Streaming; the self-hosted server is free. Customers are individual makers, hobbyists, and small-scale 3D printer operators, with marketing driven through Discord, GitHub, app stores, and maker-community channels. The company operates with 1-10 employees, has no disclosed funding rounds or revenue, and recently extended its footprint with the JusPrin product launch in 2025.

Name

Obico

Legal name

Obico

Website

https://obico.io

Company type

Private

Founded year

2019

Operating status

Operating

Headcount range

1–10 employees

Short description

Obico is an open-source, community-built SaaS platform that provides remote monitoring, control, and AI-powered failure detection for consumer 3D printers, serving individual makers, hobbyists, and small-scale operators via a freemium cloud and self-hosted model.

Ownership category

akta.pro rank

Product category

Smart 3D Printing Software

akta.pro primary industry

Optical Character Recognition (OCR) & Document Vision (HDAAAEAD)

akta.pro secondary industry

Real-Time Vision at the Edge (on-device CV/video) (HDAAAJAE)

Keywords

• 3D printing software
• Print failure detection
• Remote printer monitoring
• AI computer vision
• Open source 3D printing

Headquarters

HQ city

Fremont

HQ country

United States

HQ region

North America

Markets served

GTM type

B2C

Offering type

Software

Cost components

Technology or R&D, Personnel, Infrastructure, Operations, Marketing or Sales

Revenue model

1. Obico Cloud Subscriptions: Freemium model with a free tier for occasional printing and a paid AI Premium plan (Pro plan) starting at $4/month. The free plan allows 1 printer; the paid plan supports unlimited printers at approximately $2/printer/month. 1-month free trial with 250 AI Detection Hours is offered to new users.
2. Self-Hosted Server: Free open-source self-hosted server option available to users. No revenue generated directly; positions Obico as an accessible platform for the maker community.

Pricing tiers

Go-to-market motion1 record

Distribution channels4 records

Marketing channels6 records

Core offering

Obico provides an open-source, AI-powered smart 3D printing platform that enables remote monitoring, control, and real-time failure detection for 3D printers. The platform is available as a managed cloud service (Obico Cloud) or as a self-hosted server, and integrates with leading open-source 3D printing ecosystems including OctoPrint, Klipper/Moonraker, Fluidd, Mainsail, and Duet3D. Core capabilities include AI-powered computer vision for detecting print failures (spaghetti defects, under-extrusion, bed adhesion issues), Nozzle Ninja first-layer AI, and high-FPS webcam streaming via Janus WebRTC, accessible through mobile apps for iOS/Android and a web interface.

Product overview

Obico is an open-source, community-built smart 3D printing platform that provides remote monitoring, control, and AI-powered failure detection for 3D printers. The core Obico Server platform is available in two deployment options: Obico Cloud (managed hosting by Obico) and Self-hosted Obico Server (user-managed, fully customizable). The platform integrates with major 3D printing ecosystems including OctoPrint via the Obico for OctoPrint plugin, Klipper via moonraker-obico, and Duet3D via reprapfirmware-obico, enabling remote access to Fluidd and Mainsail interfaces. Mobile apps for iOS and Android provide webcam streaming, print notifications, and printer control on the go. Key AI capabilities include AI Failure Detection (real-time anomaly detection via computer vision) and Nozzle Ninja First Layer AI (first layer quality monitoring). Streaming options include Premium (25 FPS) and Basic (5 FPS) modes. Additional offerings include Printer Feed Sharing, the Orange Pi Zero 2 OctoPrint Kit, and the AI-powered JusPrin 3D printing experience.

Differentiator

Problem solved

Functional benefit

Brands

• Obico Cloud: Cloud-hosted smart 3D printing platform maintained by the Obico team.
• Obico for OctoPrint
• Obico for Klipper
• Obico for Duet3D
• Nozzle Ninja First Layer AI
• JusPrin

Products and services

• Obico Cloud Managed cloud-hosted version of the Obico smart 3D printing platform. Provides easy setup (under 5 minutes for OctoPrint/Fluidd/Mainsail users), professionally load-balanced servers, automatic updates, and no hardware requirements. Targets individual 3D printing enthusiasts who want remote access and AI failure detection without managing their own server.
• Self-hosted Obico Server Free, fully open-source self-hosted server deployment of the Obico platform that runs on the user's own hardware. Provides complete customization, hackability, and data sovereignty. Targets technical makers and tinkerers comfortable with Docker/Linux and self-configuration of reverse proxy, firewall, and DNS.
• Obico for OctoPrint Plugin for OctoPrint that adds full remote access to the OctoPrint interface via tunneling, AI failure detection, and high-quality webcam streaming. Installable directly from the OctoPrint Plugin Manager. For OctoPrint users wanting to extend their setup with Obico's AI and remote monitoring capabilities.
• Obico for Klipper Moonraker plugin (moonraker-obico) for Klipper firmware that provides AI failure detection, remote monitoring and control, webcam streaming, and Klipper Tunnel for accessing Mainsail/Fluidd interfaces remotely. For users of Klipper-based 3D printers.
• Obico for Duet3D Plugin for Duet3D 3D printer controllers running RepRapFirmware, providing AI failure detection for Duet3D-connected printers.
• Obico Mobile App (iOS) iOS mobile application (compatible with iPad) for monitoring and controlling 3D printers remotely. Features high-definition full-frame webcam streaming, real-time print progress and snapshots on the lock screen, customizable push notifications, and printer feed sharing.
• Obico Mobile App (Android) Android mobile application for monitoring and controlling 3D printers remotely. Features high-definition full-frame webcam streaming, real-time print progress and snapshots on the lock screen, customizable push notifications, and printer feed sharing.
• JusPrin Open-source AI-powered 3D printing experience positioned as 'The First AI-Powered 3D Printing Experience.' Available as a release on GitHub for 3D printing users wanting an AI-enhanced printing workflow.
• Orange Pi Zero 2 OctoPrint Kit Pre-configured hardware kit offered by Obico, including an Orange Pi Zero 2 single-board computer, heat sink, USB hub, USB webcam, and 5V 3A power supply. Ships with OctoPrint for Orange Pi software pre-loaded and includes detailed setup guides for plug-and-play deployment.

Quantifiable outcome

• AI catches failed prints before they cause catastrophic equipment damage (nozzle blobs, wasted filament)

Segments1 record

Ideal customer profiles1 record

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration14 records

AI capability4 records

Feature6 records

Partnerships

Four partnerships are on record, tiered core and minor.

• OctoPrintcoreTechnology or IntegrationObico provides a native plugin for OctoPrint that extends the platform with remote monitoring, AI failure detection, and high-FPS webcam streaming. Users of OctoPrint can install the Obico plugin directly from the OctoPrint Plugin Manager and link their printer in minutes.
• Klipper/MoonrakercoreTechnology or IntegrationObico for Klipper is a software module (moonraker-obico) that integrates with Moonraker (the Klipper API daemon) to provide remote monitoring and AI failure detection for Klipper-based 3D printers. Available via install.sh script from GitHub.
• BigTreeTechminorOEM/ Whitelabel/ Licensing PartnerBigTreeTech BTT PI 2 ships with or is listed as a product that supports Obico, making Obico accessible to customers at point of hardware purchase.
• SovolminorOEM/ Whitelabel/ Licensing PartnerSovol Sv08 3D printer is listed as a product that ships with Obico support, reaching 3D printing customers at point of hardware purchase.

Scale indicators2 records

Recent moves6 records

Expansion highlights4 records

Direct peers

• 3DPrinterOS: 3DPrinterOS provides a cloud-based 3D printing management and monitoring platform for makerspaces, schools, and businesses. It overlaps with Obico's remote monitoring, fleet management, and cloud workflow capabilities.
• Klipper: Klipper is the leading open-source 3D printer firmware whose API daemon (Moonraker) Obico integrates with via moonraker-obico. Like OctoPrint, Klipper is both core ecosystem infrastructure for Obico and a potential platform competitor for AI monitoring features.
• OctoPrint: OctoPrint is the leading open-source 3D printer web interface and host that Obico extends via its native plugin. They are technically ecosystem partners, but OctoPrint represents both the dominant integration target and a potential competitor if it builds native remote monitoring and AI features.
• AstroPrint: AstroPrint is a cloud-based 3D printer management platform offering remote monitoring, slicing, and printer fleet control. It competes directly with Obico's cloud platform across the same maker, classroom, and prosumer customer base.
• Polar3D: Polar3D offers a cloud platform for managing 3D printers in schools and makerspaces, including queue management and remote monitoring. It competes with Obico in the educational and maker organization segment.
• PrintWatch: PrintWatch offers AI-powered real-time 3D print monitoring and failure detection via webcam analysis. It directly competes with Obico's AI Failure Detection feature, targeting the same maker and small-business segment with similar computer-vision-on-video capabilities.

Broad incumbents

• Formlabs: Formlabs is a professional/desktop SLA 3D printer manufacturer with its own cloud-based print management and monitoring platform (Dashboard). It represents the upmarket professional 3D printing segment Obico could expand into with industrial-grade fleet and AI capabilities.
• Bambu Lab: Bambu Lab is a leading consumer and prosumer 3D printer maker whose printers ship with built-in cameras, AI-assisted monitoring, and a proprietary cloud platform (Bambu Studio/Handy). It represents the OEM-bundled AI monitoring threat that could displace third-party solutions like Obico.
• MakerBot (Stratasys): MakerBot, owned by Stratasys, is a major 3D printer maker with cloud-based print management and remote monitoring features bundled into its hardware. It competes with Obico's value proposition by offering integrated solutions as part of a wider printer hardware portfolio.
• Prusa Research: Prusa is a major 3D printer manufacturer with its own web-based monitoring and management tools (PrusaLink, PrusaConnect). As a large incumbent in the same customer ecosystem, Prusa represents both an OEM partner opportunity and a competitor building native equivalents to Obico's offering.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights6 records

Customer concentration

• Xtwitter.com/obico_io
• GitHubgithub.com/TheSpaghettiDetective/obico-server
• YouTubeyoutube.com/channel/UCbAJcR6t5lrdZ1JXjPPRjGA
• Facebookfacebook.com/obico.io
• Instagraminstagram.com/obico.io
• TikToktiktok.com/@obico.io
• LinkedInlinkedin.com/company/obico3dprinting

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Obico