EDI

What EDI does

EDI AG (Engineering Data Intelligence) is a Karlsruhe-based AI solutions company founded in 2015 that builds applied artificial intelligence products for industrial and enterprise customers across Germany and the broader DACH region. The company's technology stack centers on a proprietary semantic knowledge space architecture that ingests technical drawings in PDF, ERP data, and other engineering documents into a structured, context-linked representation, augmented by dynamic knowledge graphs, CNN-based computer vision for parameter extraction from drawings, and LLM+RAG-powered conversational interfaces. EDI holds a registered patent for similarity matching of technical drawings and operates six productized reference solutions covering digitized bills of materials, AI-powered discovery for the AI Alliance (KI-Allianz), digital twin of waste streams (also commercialized via the StableFlame spin-off), automated technical drawing analysis, autonomous vehicle test scenario generation, and material joining knowledge systems in partnership with MPA Stuttgart. Customers include Bechtle, KIT, KOHLER Maschinenbau, IoCare, Unicorn Energy, DBK David+Baader, Gebr. Eberhard, Future-Shape, Metzmeier, and Alfred Kiess, spanning manufacturing, research, energy, healthcare, IoT, and elevator technology.

EDI operates a sales-led, consultative go-to-market targeting enterprise and industrial clients, with customer acquisition driven by direct engagement through the website, reference projects, and CTAs such as "Talk to Our Experts." Revenue is generated through project-based professional services spanning use case analysis, technology studies, full implementation, integration, maintenance, and hosting, typically under multi-year custom contracts with quote-based, scope-specific pricing. The company transitioned from a GmbH to an Aktiengesellschaft (EDI AG) in 2024 and has spun out StableFlame as a focused vertical product company for thermal waste treatment, while maintaining recognition through the 100 Orte Industrie 4.0 certificate and active OPC Foundation membership. EDI is privately held with no disclosed external funding rounds and operates as a for-profit German stock corporation with 11-50 employees headquartered at Hermann-Weick-Weg 3, 76229 Karlsruhe.

Name

EDI

Legal name

EDI AKTIENGESELLSCHAFT

Website

https://edi.gmbh

Company type

Private

Founded year

2015

Operating status

Operating

Headcount range

11–50 employees

Short description

EDI AG is a Karlsruhe-based AI solutions company founded in 2015 that builds applied artificial intelligence for industrial and enterprise customers across the DACH region, spanning semantic knowledge spaces, computer vision for technical drawings, and LLM/RAG knowledge systems for manufacturing, energy, mobility, and engineering workflows.

Ownership category

akta.pro rank

Product category

Industrial AI Solutions and Engineering Data Intelligence

NAICS

Custom Computer Programming Services (541511), Computer Systems Design Services (541512), Software Publishers (5132)

SIC

Services-Computer Programming Services (7371), Services-Computer Integrated Systems Design (7373), Services-Prepackaged Software (7372)

akta.pro primary industry

AI/ML Engineering & Model Development Services (BPAEAHAF)

akta.pro secondary industry

Enterprise Foundation Model Integration & APIs (Connectors, Governance, Deployment) (HDAAACAO)

Keywords

• Industrial AI solutions
• Semantic knowledge graphs
• Technical drawing AI analysis
• AI process automation
• Enterprise AI consulting

Headquarters

HQ city

Karlsruhe

HQ country

Germany

HQ region

Europe

Offices1 record

Markets served

GTM type

B2B

Offering type

Services

Cost components

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

Revenue model

1. AI Solutions and Consulting Services: EDI provides end-to-end AI services from use case analysis and technology studies to full implementation, integration, maintenance, and hosting. Revenue is generated through project-based professional services and potentially ongoing managed services engagements.

Pricing tiers

Go-to-market motion1 record

Distribution channels1 record

Marketing channels4 records

Core offering

EDI AG designs, builds, and integrates custom AI solutions for industrial and enterprise customers, covering use case analysis, technology studies, full implementation, and ongoing maintenance/hosting. Its portfolio includes a semantic knowledge space for digitizing Bills of Materials (BOM), technical drawings, and ERP data; CNN-based parameter extraction from technical drawings with patented similarity matching; an LLM/RAG-powered knowledge system for material joining decisions; AI-powered test scenario generation and validation for autonomous vehicles; conversational discovery over the AI Alliance data landscape; and a Digital Twin of the waste stream for thermal waste treatment (commercialized via spin-off StableFlame).

Product overview

EDI (Engineering Data Intelligence) AG is an AI solutions company founded in 2015, offering a portfolio of specialized AI-powered solutions and reference projects. The core offerings include semantic knowledge space solutions (Digitized BOM), conversational AI discovery platforms, digital twin technology for waste management, computer vision-based technical drawing analysis, autonomous vehicle test scenario generation, and material joining knowledge systems. EDI AG has a spin-off company, StableFlame, focused on AI-based bunker management for thermal waste treatment. The company provides comprehensive services from use case analysis and technology studies to full implementation and integration, including maintenance and hosting.

Differentiator

Problem solved

Functional benefit

Brands

• StableFlame: AI-Based Bunker Management for Thermal Waste Treatment - spin-off of EDI AG focusing on waste incineration with advanced AI technology.

Products and services

• Digitized Bills of Materials (BOM) with Semantic Knowledge Space Transfers technical drawings in PDF, ERP data, and other technical documents into a semantic knowledge space inside the company, capturing, processing, and linking the information in a context-based way to accelerate procurement and sales tasks, speed up RFQ processing, reduce manual work, and support well-founded decisions for purchasers, sales teams, and other stakeholders.
• Technical Drawing Analysis with AI AI solution that uses Convolutional Neural Networks (CNN) to automatically extract critical parameters from technical drawings and performs similarity matching with existing drawings based on EDI's patented solution, enabling faster, more consistent quotation and planning processes for engineering and sales teams.
• AI-Powered Knowledge System for Material Joining LLM, RAG, and dynamic knowledge-graph-powered system that ranks suitable material joining processes (e.g., welding, bonding, brazing) and explains its choices using scientific sources and expert knowledge from MPA Stuttgart, providing direct access to documents, detailed process info, and the right MPA contact to enable first-time-right joining decisions.
• AI-Powered Test Scenario Generation, Validation & Homologation AI system that lets autonomous-vehicle teams search for complex test scenarios using natural language queries, automatically generates detailed scenario descriptions, identifies missing edge cases, and simulates rare driving events to support safer, smarter, and faster validation and homologation of autonomous-driving systems.
• AI-Powered Discovery Platform Conversational search and dynamic knowledge graph system that delivers personalized views of the AI Alliance (KI-Allianz) data landscape, matching specific requirements with the right contacts, data sources, and AI service providers instantly and intelligently for AI ecosystem members.
• Digital Twin of the Waste Stream with AI-Powered Bunker Management AI-powered bunker management solution providing maximum transparency over the waste stream, optimal calorific value mix, efficient contaminant detection, automated 24/7 crane operation, software integration, and monitoring and notification capabilities for thermal waste treatment facilities.
• StableFlame AI-Based Bunker Management Spin-off product of EDI AG that commercializes AI-based bunker management for thermal waste treatment, revolutionizing waste incineration with advanced AI technology, including maximum transparency, optimal calorific value mix, efficient contaminant detection, and automated 24/7 crane operation.

Quantifiable outcome

• Up to 50% reduction in NOx emissions through parameter discovery for oscillating combustion systems
• +2 more outcomes

Named customers10 records

Segments5 records

Ideal customer profiles6 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability11 records

Feature6 records

Partnerships

Three partnerships are on record, tiered core and minor.

• MPA Stuttgart (Materialprüfungsanstalt Stuttgart)coreStrategic or Co-development PartnerMPA Stuttgart provides expert knowledge for EDI's AI-powered material joining knowledge system. Their scientific sources and expert knowledge are integrated with LLMs and RAG technology to enable first-time-right decisions for welding, bonding, brazing, and other joining processes. MPA Stuttgart contacts are directly accessible through the system.
• AI Alliance (KI-Allianz)coreStrategic or Co-development PartnerAI Alliance partnership enables EDI to power the AI-Powered Discovery system for contacts, data sources, and AI services. The system delivers personalized views of the AI Alliance data landscape using conversational search and dynamic knowledge graphs, instantly matching requirements with right contacts, data sources, and service providers.
• StableFlame GmbHminorStrategic or Co-development PartnerStableFlame is a spin-off company of EDI AG focused on AI-based bunker management for thermal waste treatment. EDI developed the foundational technology that StableFlame commercializes for waste incineration with advanced AI technology.

Scale indicators4 records

Recent moves7 records

Expansion highlights4 records

Broad incumbents

• SAP: German enterprise software incumbent embedding AI into its ERP, procurement, and manufacturing suites (e.g., Joule, S/4HANA AI). Comparable to EDI as a platform that industrial customers may choose as an alternative to EDI's BOM and process AI solutions.
• Capgemini Engineering: Global consulting and engineering services firm with significant AI and digital-transformation practices serving manufacturing, automotive, and industrial clients. Comparable to EDI as a competing provider of AI engineering and integration services for industrial enterprises.
• T-Systems: Deutsche Telekom's enterprise IT and digital services arm offering AI, cloud, and integration services to large industrial and public-sector clients across DACH. Comparable to EDI as a large German IT services provider that competes for industrial AI implementation budgets.
• Accenture: Global professional services firm with a large dedicated AI/ML engineering practice serving industrial and enterprise clients. Comparable to EDI as a competing provider of end-to-end AI consulting, implementation, and managed services to enterprise buyers.

Direct peers

• Micropsi Industries: Berlin-based AI company providing machine-learning solutions for industrial automation and robotics. Comparable to EDI as a German AI vendor applying computer vision and ML to manufacturing and industrial-process use cases.
• Celonis: Munich-founded process mining and AI company serving large enterprise customers, including industrial firms. Comparable to EDI as a German AI company that turns operational/process data into actionable insights for enterprise buyers.
• appliedAI: Munich-based AI services and ecosystem organization helping industrial and enterprise clients operationalize AI. Comparable to EDI as a German industrial-AI services provider with deep domain focus on manufacturing and process automation.
• dida: Berlin-based AI/ML services firm building custom machine-learning solutions for enterprise clients in logistics, manufacturing, and energy. Closely comparable to EDI as a German AI engineering services company targeting industrial verticals with bespoke project engagements.

Emerging players

• Aleph Alpha: Heidelberg-based AI company building large language models and enterprise AI deployment capabilities with strong focus on European sovereignty and regulated industries. Comparable to EDI as a German AI provider serving enterprise and industrial clients with LLM-based solutions.
• Arago (HIRO): Frankfurt-based AI automation company delivering enterprise knowledge-work and process-automation solutions. Comparable to EDI as a German AI vendor turning domain knowledge into automated decision systems for enterprise customers.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• YouTubeyoutube.com/channel/UCaLsW2mgWB3BB8isicyqU6g?view_as=subscriber
• LinkedInlinkedin.com/company/engineering-data-intelligence

Compliance2 records

Revenue estimate

Valuation estimate

Number of profiles

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 EDI