Addiguru
Addiguru provides a machine-agnostic, AI-powered, multi-sensor in-situ monitoring software platform that detects defects during metal and polymer additive manufacturing builds in real time, primarily serving aerospace and defense manufacturers, AM service bureaus, and research institutions via enterprise subscriptions and OEM-embedded integrations.
- Company typePrivate
- Founded2020
- HeadquartersOak Ridge, United States
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What Addiguru does
Addiguru is a US-based, privately held software company founded in 2020 and headquartered in Oak Ridge, Tennessee, that builds a machine- and material-agnostic, multi-sensor in-situ monitoring platform for additive manufacturing. The platform ingests optical imaging, near-infrared and long-wave infrared thermography, patented Inter Layer Temperature (Inter Layer Temperature) data, machine telemetry, and acoustic signals, then applies convolutional neural network-based computer vision and AI/ML models to detect build anomalies within seconds of layer formation, claiming defect detection 50-100 layers earlier than optical-only systems and 96% accuracy on swelling and layer distortion per the 2025 ASTRO America challenge.
The product is delivered as a software subscription with annual, quote-based enterprise pricing, and is offered as a core platform plus process-specific modules covering Laser Powder Bed Fusion (LPBF, TRL-9), Fused Filament Fabrication (FFF, TRL-9), DED-Powder (TRL-7), and DED-Arc (TRL-6), with a multi-modal platform debuted at Formnext 2025. Go-to-market combines direct enterprise sales, OEM-embedded API integrations (Renishaw Central and DataHUB, EOSCONNECT, GE Additive Concept Laser, 3D Systems DMP350, Xact Metal), and recurring presence at Formnext, RAPID+TCT, ICAM, and AM Forum, supported by a free trial program for 20 metal AM teams.
The primary customer base is aerospace and defense manufacturers and research institutions, including LISI AEROSPACE Additive Manufacturing, Defense and Energy Systems, Elementum 3D, Incodema3D, Texas A&M, Ohio State CDME, and ADAPT at Colorado School of Mines. Revenue is supplemented by non-dilutive US Air Force STTR, Navy SBIR, and DOE/Oak Ridge National Laboratory Innovation Crossroads funding, and the company has been recognized through the Formnext Startup of the Year 2020 award and the ASTRO America 2025 challenge co-win. Leadership is founder-led by CEO Shuchi "SK" Khurana with a small (1-10 employee) team.
Addiguru firmographics
Firmographics- Name
- Addiguru
- Legal name
- Addiguru
- Website
- https://addiguru.com
- Company type
- Private
- Founded year
- 2020
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Addiguru provides a machine-agnostic, AI-powered, multi-sensor in-situ monitoring software platform that detects defects during metal and polymer additive manufacturing builds in real time, primarily serving aerospace and defense manufacturers, AM service bureaus, and research institutions via enterprise subscriptions and OEM-embedded integrations.
- Ownership category
- akta.pro rank
Addiguru industry classification
Industry- Product category
- Additive Manufacturing Process Monitoring Software
- NAICS
- Instruments and Related Products Manufacturing for Measuring, Displaying, and Controlling Industrial Process Variables (334513), Other Measuring and Controlling Device Manufacturing (334519), Navigational, Measuring, Electromedical, and Control Instruments Manufacturing (3345)
- SIC
- Industrial Instruments For Measurement, Display, And Control (3823), Optical Instruments & Lenses (3827)
- akta.pro primary industry
- Dimensional Inspection Software (GD&T, SPC, Reporting) (IMAAAHAD)
- akta.pro secondary industries
- Machine Vision & Optical Sensing (Cameras, 3D vision, LiDAR, illumination) (IMAGAFAB), Condition Monitoring & Predictive Maintenance Instrumentation (Vibration/ultrasound, oil analysis sensors, IIoT monitoring) (IMAGAFAG), Sensor Fusion, Interface ICs & Modules (AFE/Readout/Packaging/Calibration) (HDAHALAO), Inspection, Metrology & Certification Services for Additive Parts (IMAAADAN)
Keywords
Where Addiguru is headquartered
LocationHeadquarters
- HQ city
- Oak Ridge
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Addiguru business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure
Revenue model
- Software Monitoring Subscriptions: Addiguru provides in-situ monitoring software as a recurring subscription service. The software processes data from various sensors (optical, thermal, machine sensors) and uses AI/ML to detect defects during AM builds. Pricing is quote-based and tailored to customer needs and installation scale.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise deployment with custom pricing |
| Freemium | Pay-as-you-go | Free trial analysis program |
Go-to-market motion3 records
Distribution channels3 records
Marketing channels7 records
Addiguru product offering
Product offeringCore offering
Addiguru sells a machine- and material-agnostic in-situ monitoring software platform for additive manufacturing. The software ingests multi-sensor data (optical imaging, near-infrared and long-wave infrared thermography, patented Inter Layer Temperature, machine telemetry, acoustics) and uses AI/ML—primarily convolutional neural networks—to detect defects and notify operators in real time. Process-specific modules cover Laser Powder Bed Fusion (LPBF), Fused Filament Fabrication (FFF/FDM), and Directed Energy Deposition (DED) in both powder and arc variants, and the platform integrates with major AM equipment via APIs such as Renishaw Central/DataHUB and EOSCONNECT.
Product overview
Addiguru offers a machine-agnostic, multi-sensor in-situ monitoring software platform for additive manufacturing. The core Addiguru In-Situ Monitoring Platform processes optical, thermal (NIR, LWIR, Inter Layer Temperature), machine data, and acoustic sensor inputs using AI and ML to detect defects and anomalies in real time. The platform is offered as a unified core product with process-specific modules: the LPBF Monitoring Solution (TRL-9, 25+ installs across 10+ machine OEMs), the FFF/FDM Monitoring Solution (TRL-9), the DED-Powder Monitoring Solution (TRL-7), and the DED-Arc Monitoring Solution (TRL-6). Each module is tailored to the specific AM process while sharing the same underlying AI/ML analytics engine. The company has also launched a next-generation Multi-Modal In-Situ Monitoring Platform debuting at Formnext 2025 with advanced defect detection and multi-modal data fusion capabilities.
Differentiator
Problem solved
Functional benefit
Products and services
- Addiguru In-Situ Monitoring Platform Machine-agnostic, multi-sensor in-situ monitoring software platform for additive manufacturing that ingests optical, thermal (near-infrared, long-wave infrared, Inter Layer Temperature), machine, and acoustic data and uses AI/ML to detect defects and notify users within seconds of layer formation.
- LPBF Monitoring Solution Process-specific module for Laser Powder Bed Fusion (LPBF) / Direct Metal Laser Sintering (DMLS) using high-resolution optical cameras, computer vision, and Convolutional Neural Networks to detect powder bed anomalies, part elevation, spatter, recoater streaking, and recoater hopping layer by layer, with interlayer temperature and acoustics sensing, deployed on EOS, Renishaw, GE Additive, 3D Systems, Farsoon, SLM, Aconity3D, Addup, Open Additive, and Xact Metal systems.
- FFF/FDM Monitoring Solution Process-specific module for Fused Filament Fabrication (FFF) / Fused Deposition Modeling (FDM) that uses inexpensive optical cameras to detect spaghetti, delamination, over extrusion, under extrusion, and nozzle clogging, runs on Windows and Raspberry Pi, supports Raspberry Pi Cameras and standard webcams, and can automatically pause prints on failure detection.
- DED-Powder Monitoring Solution Monitoring module for Laser Powder Directed Energy Deposition (DED) that uses an optical camera in line with the laser to capture the melt pool profile in real time or from recorded videos for defect detection.
- DED-Arc Monitoring Solution Monitoring module for Arc-based Directed Energy Deposition (DED-Arc) that uses an optical camera for layer-by-layer data capture, an infrared camera for Inter Layer Temperature (ILT) detection, and ingests arc voltage and current data for anomaly detection and notifications.
- Addiguru Multi-Modal In-Situ Monitoring Platform Next-generation multi-modal monitoring platform that combines optical imaging, thermal (near-infrared, long-wave infrared, Inter Layer Temperature), machine data, and acoustic sensing into a unified monitoring system for comprehensive defect detection in metal additive manufacturing.
Quantifiable outcome
- 96% accuracy in detecting swelling and layer distortion signals during ASTRO America In-Situ Monitoring Challenge
- +4 more outcomes
Companies that use Addiguru
Customer profileNamed customers10 records
Segments4 records
Ideal customer profiles3 records
Addiguru technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration3 records
AI capability10 records
Feature8 records
Addiguru partnerships and signals
Strategic signalPartnerships
13 partnerships are on record, tiered core, key and minor.
- RenishawcoreAPI integration partnership to connect Addiguru's multi-sensor monitoring platform with Renishaw Central and DataHUB for the RenAM 500Q system. Enables seamless data exchange and process monitoring for Renishaw metal AM customers.
- Apex Additive TechnologiescoreIntegration partnership focused on advancing in-situ monitoring capabilities and defect detection for metal additive manufacturing systems.
- AMS (Additive Manufacturing Solutions)keyCollaboration on multi-laser monitoring for additive manufacturing processes, enhancing defect detection capabilities across different AM configurations.
- LISI AEROSPACE Additive ManufacturingkeyExpanded alliance following a two-year evaluation programme on EOS systems. Focuses on aerospace-grade metal AM quality control using multi-sensor monitoring platform.
- Manufacturing Technology Centre (MTC)keyResearch partnership for collaborative research and helping manufacturers adopt reliable, production-ready AM monitoring. Addiguru joined as Tier 3 member.
- Centre for Advanced Manufacturing at University of BoltonkeyPartnership with University of Greater Manchester (Centre for Advanced Manufacturing at University of Bolton) to advance in-situ monitoring technologies in UK and European metal AM sectors. Deploys Addiguru's AI-driven platform on CfAM's metal AM systems.
- Xact MetalcoreStrategic partnership announced at RAPID 2023 combining Addiguru's intelligent monitoring software with Xact Metal's cutting-edge metal 3D printers. Enables seamless integration of data-driven insights into the AM workflow.
- EOScoreIntegration partnership with EOS for EOSCONNECT platform compatibility. LISI AEROSPACE evaluation conducted on EOS M290, M400, and M400-4 systems.
- Oak Ridge National Laboratory (ORNL)keySelected for prestigious Innovation Crossroads program at ORNL. Through the program, Addiguru conducts Cooperative Research and Development with ORNL to further progress issue detection technology for all AM processes.
- EWIminorCollaborated with EWI to demonstrate closed-loop control using Addiguru issue detection, showcasing automated process correction capabilities.
- GE Additive (Concept Laser)keyIntegration validated on GE Additive Concept Laser M2 and X-Line 2000 systems as part of 25+ installations across multiple OEMs.
- 3D SystemskeyIntegration validated on 3D Systems DMP350 machines as part of multi-OEM deployment strategy.
- ASTRO AmericakeyParticipated in and co-won the inaugural Actionable In-Situ Awareness Challenge. Partnership involves live demonstrations on ASTRO America's industrial-scale metal 3D printers and connections with major aerospace primes.
Scale indicators6 records
Recent moves6 records
Expansion highlights6 records
Addiguru competitors and assessment
Company assessmentOthers
- nLIGHT (laser process monitoring): Supplier of high-power lasers with integrated process monitoring capabilities used in metal AM systems. Comparable as an enabling/adjacent technology provider feeding data into AM monitoring stacks.
Direct peers
- Phase3D: Direct competitor offering structured-light in-situ monitoring for metal powder bed fusion. Highly comparable to Addiguru's LPBF monitoring module in target customer (aerospace/defense AM shops) and problem solved (real-time defect detection), though differentiated by sensor modality.
- Sigma Labs (PrintRite3D, acquired by Nano Dimension): Historical direct competitor in melt-pool-based in-situ quality assurance for metal AM, now part of Nano Dimension's AM software stack. Closest analog in problem framing and target buyer to Addiguru's LPBF solution.
- Additive Assurance: Australian provider of in-process monitoring and quality assurance for metal additive manufacturing. Directly comparable to Addiguru in monitoring-driven AM quality control, with overlapping aerospace and defense customer focus.
- Velo3D (Assure): Metal AM OEM whose Assure quality assurance software includes in-situ monitoring features. Directly comparable to Addiguru in offering software-centric AM quality control, primarily targeting aerospace customers.
Broad incumbents
- EOS (EOSCONNECT): Major metal AM OEM whose EOSCONNECT platform provides native process monitoring and machine-data aggregation. Both an integration partner and a potential competitor, as OEMs increasingly bundle monitoring software.
- Renishaw (Renishaw Central / DataHUB): Metal AM OEM offering Renishaw Central and DataHUB for process and quality data on the RenAM 500Q platform. Listed as a Core API integration partner; analogous position to EOS as both ally and potential in-house competitor.
- GE Additive (Concept Laser / Arcam): Major metal AM OEM with Concept Laser and Arcam product lines. Validated integration partner for Addiguru and a broad incumbent whose own software roadmap could overlap with third-party monitoring.
- 3D Systems: Diversified AM hardware and software vendor with DMP metal platforms and 3D Sprint software. Validated Addiguru integration on DMP350 and a broad incumbent competing across the same customer segments.
Emerging players
- Authentise: Workflow and quality management software for additive manufacturing, integrating with multiple OEMs. Adjacent competitor addressing the same 'quality and process data for AM' buyer, but with workflow rather than sensor-fusion focus.
Market position
Strengths4 records
Weaknesses4 records
Competitive moat5 records
Key risks5 records
Key highlights6 records
Customer concentration
Addiguru social profiles
Digital presenceAddiguru financial estimates
Financial estimateRevenue estimate
Valuation estimate
Addiguru leadership team
Management profileNumber of profiles
Profiles3 records
Addiguru funding detail
Funding detailFunding overview
Funding rounds1 record
Investors1 record
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Addiguru M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Addiguru
What does Addiguru do?
Addiguru sells a machine- and material-agnostic in-situ monitoring software platform for additive manufacturing. The software ingests multi-sensor data (optical imaging, near-infrared and long-wave infrared thermography, patented Inter Layer Temperature, machine telemetry, acoustics) and uses AI/ML—primarily convolutional neural networks—to detect defects and notify operators in real time. Process-specific modules cover Laser Powder Bed Fusion (LPBF), Fused Filament Fabrication (FFF/FDM), and Directed Energy Deposition (DED) in both powder and arc variants, and the platform integrates with major AM equipment via APIs such as Renishaw Central/DataHUB and EOSCONNECT.
Is Addiguru a public or private company?
Addiguru is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was Addiguru founded?
Addiguru was founded in 2020. It employs 1 to 10 people.
Where is Addiguru based?
Addiguru is headquartered in Oak Ridge, United States, in the North America region.
How does Addiguru make money?
One revenue line is on record: software Monitoring Subscriptions.
Who are Addiguru's main competitors?
nLIGHT (laser process monitoring) is listed as an others. Direct peers are Phase3D, Sigma Labs (PrintRite3D, acquired by Nano Dimension), Additive Assurance and Velo3D (Assure). Broad incumbents are EOS (EOSCONNECT), Renishaw (Renishaw Central / DataHUB), GE Additive (Concept Laser / Arcam) and 3D Systems. Authentise is listed as an emerging player.
Does Addiguru have an API?
Yes. Addiguru offers an API connection to 3D printers for automated start and stop of build monitoring. The API integration enables machines to automatically trigger monitoring sessions without manual user intervention. Additionally, Addiguru has developed API integrations with Renishaw Central and DataHUB for the RenAM 500Q system, enabling seamless data exchange with Renishaw additive manufacturing equipment.
What industry is Addiguru in?
Addiguru's product category is Additive Manufacturing Process Monitoring Software. Its primary akta.pro industry code is IMAAAHAD, Dimensional Inspection Software (GD&T, SPC, Reporting), with a secondary code of IMAGAFAB, Machine Vision & Optical Sensing (Cameras, 3D vision, LiDAR, illumination). Its NAICS code is 334513 and its SIC code is 3823.