Shouldcosting Gmbh

What Shouldcosting Gmbh does

Shouldcosting GmbH is a privately held German limited liability company (GmbH), founded in 2014 and domiciled in Germany, that develops AI-powered product cost intelligence software for industrial and manufacturing enterprises. Its product suite comprises three subscription-licensed platforms: Luminarity, positioned as the world's first Product Data Intelligence platform that transforms engineering data (3D-CAD, 2D drawings, specifications, datasheets) into decision intelligence; CostChecker, an AI-augmented manufacturing cost calculation tool with a 2025 next-generation release (CostChecker NxG); and CLASSifizer, which applies AI to automate article classification and commodity group management. The stated value proposition targets the 60%+ share of industrial company data that is product-describing, with the stated objective of measurable EBIT optimization through automated savings identification and fact-based decision support.

The platform integrates with major enterprise systems including CAD, PDM, ERP, and PLM platforms, allowing engineering data flows into Luminarity without manual extraction. The company describes its AI as autonomous, self-learning, and highly scalable, with claimed capabilities spanning process automation, predictive analytics, NLP-based article classification, and knowledge retrieval over heterogeneous engineering artifacts. It achieved ISO 27001:2022 certification in 2025 to meet enterprise data-protection procurement requirements and won the German Innovation Award 2025 for Luminarity AI.

Shouldcosting operates a direct B2B enterprise field-sales motion targeting engineering and manufacturing organizations, with custom undisclosed pricing. The company is bootstrapped, with no disclosed external funding rounds or institutional investors in the source material. Its primary commercial footprint is DACH-region focused, with a contact address at Luminarity AG in Rapperswil-Jona, Switzerland, indicating cross-border Swiss-German commercial activity, though the precise corporate relationship between Shouldcosting GmbH and Luminarity AG is not explicitly disclosed.

Name

Shouldcosting Gmbh

Legal name

Shouldcosting GmbH

Website

https://shouldcosting.com

Company type

Private

Founded year

2014

Operating status

Operating

Headcount range

1–10 employees

Short description

Shouldcosting GmbH is a German software company that builds AI-powered product cost intelligence solutions for industrial and manufacturing enterprises, with Luminarity (product data intelligence), CostChecker (manufacturing cost calculation), and CLASSifizer (article classification).

Ownership category

akta.pro rank

Product category

Industrial AI Software — Product Data Intelligence & Cost Engineering

NAICS

Software Publishers (5132)

SIC

Services-Computer Programming Services (7371)

akta.pro primary industry

Industrial Automation Software (SCADA, HMI, MES, Historian) (IMAHAHAJ)

akta.pro secondary industry

AI/ML Engineering & Model Development Services (BPAEAHAF)

Keywords

• Product data intelligence
• Manufacturing cost calculation
• Industrial AI software
• Article classification software
• Should-cost engineering

Headquarters

HQ city

Jona

HQ country

Switzerland

HQ region

Europe

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. Luminarity AI Platform: AI-powered product data intelligence platform providing measurable EBIT optimization through autonomous data processing and decision intelligence
2. CostChecker Software: AI-powered software for automated cost calculation processes in engineering
3. CLASSifizer Software: AI-powered software for automated article classification and commodity group management

Go-to-market motion1 record

Distribution channels1 record

Marketing channels4 records

Core offering

Shouldcosting GmbH develops and sells AI-powered enterprise software for industrial cost intelligence. Its portfolio centers on Luminarity (a Product Data Intelligence platform that transforms 3D-CAD, 2D drawings, specifications and datasheets into decision intelligence), CostChecker / CostChecker NxG (AI-driven manufacturing cost calculation), and CLASSifizer (AI-based article classification for commodity group management). These products integrate with CAD, PDM, ERP and PLM systems to deliver automated savings identification, cost calculation, and EBIT optimization for industrial customers.

Product overview

Shouldcosting GmbH offers an integrated suite of AI-powered product cost intelligence solutions. The core portfolio consists of three main products: Luminarity (the flagship Product Data Intelligence platform), CostChecker (AI-powered manufacturing cost calculation), and CLASSifizer (AI-based article classification). These products work together to automate cost calculation, identify savings opportunities, and generate continuous value streams from engineering data for industrial companies seeking measurable EBIT optimization.

Differentiator

Problem solved

Functional benefit

Brands

• Luminarity: The world's first Product Data Intelligence platform that transforms engineering data into actionable decision intelligence using AI.
• CostChecker
• CLASSifizer

Products and services

• Luminarity — Product Data Intelligence Luminarity is the world's first Product Data Intelligence platform that autonomously transforms engineering data (3D-CAD, 2D drawings, specifications, datasheets) into decision intelligence. It operates autonomously, is self-learning, and highly scalable, delivering measurable EBIT optimization for industrial and manufacturing companies.
• CostChecker / CostChecker NxG CostChecker is an AI-powered software for automated manufacturing cost calculation in engineering processes. The newer CostChecker NxG version transforms cost estimation through AI, replacing manual calculation methods and supporting measurable EBIT optimization for industrial companies.
• CLASSifizer CLASSifizer uses AI to automatically classify articles and revolutionize commodity group management across enterprise-wide systems for industrial customers.

Quantifiable outcome

• Measurable EBIT optimization

Named customers1 record

Segments1 record

Ideal customer profiles1 record

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration1 record

AI capability6 records

Feature4 records

Partnerships

Two partnerships are on record, tiered core.

• LuminovocoreStrategic or Co-development PartnerStrategic partnership between Luminarity and Luminovo. The partnership was announced via a blog post on the Luminarity website, combining Luminarity's product data intelligence capabilities with Luminovo's offerings.
• CAD/PDM/ERP/PLM System IntegrationscoreTechnology or IntegrationIntegration partnerships with major enterprise systems including CAD (Computer-Aided Design), PDM (Product Data Management), ERP (Enterprise Resource Planning), and PLM (Product Lifecycle Management) platforms. These integrations enable seamless data flow into Luminarity's product data intelligence platform.

Scale indicators2 records

Recent moves6 records

Expansion highlights5 records

Market position

Weaknesses1 record

Competitive moat4 records

Key risks5 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/shouldcosting-gmbh

Compliance1 record

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 Shouldcosting Gmbh