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Best AI for industry & manufacturing
Predicting faults, monitoring quality and keeping documentation up to date: in the factory, AI is mainly used for predictive maintenance, visual inspection and work instructions.
Professional tool with the strongest GDPR profile
Operations1GDPR: Strong
Operations1GDPR: Strong- Provider based in the EU
- Data in the EU according to the provider
- Publishes certification/GDPR safeguards
General model that fits best here
GeminiGDPR: Strong
GeminiGDPR: Strong- Editorial score 8.6 of 10
- Elo 1527
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Watch out in this field
Production and process data is trade secret and sometimes subject to export controls. Check whether factory data leaves the premises and whether on-premise operation is possible.
All 31 options
Professional tools with the strongest published GDPR safeguards first, then general assistants by suitability.
31options, 19 field-specific
7free to try
16professional tools from NL or EU
14GDPR strong or good
Strong · 3Good · 7Limited · 7Unknown · 2
#SolutionQualityQuality from blind duels on LMArena: users choose between two anonymous answers. A difference of about 20 points is noticeable, a few points is noise. How we measurePriceGDPROur summary of what the provider itself publishes about your data. For a professional tool: whether the data is held in the EU, whether there is a certification or GDPR guarantee, and whether the provider is based in the Netherlands or the EU. For a general model: EU hosting, no training on your data and self-hosting. From Strong to Unknown; Caution only applies to a model with a documented problem. How we measure
1Operations1 professional toolOperations1 (Frankfurt, Germany) · EUConnected-worker platform with digital work instructions, checklists and an AI assistant for operators at, among others, Daimler Truck and Trumpf.own modelon requestStrong2
Senseye Predictive Maintenance professional toolSiemens (Munich, Germany) · EUSiemens cloud platform that automatically predicts machine failure and prioritises maintenance risks across multiple factories.own modelon requestStrong3
Tacto professional toolTacto Technology GmbH (Munich, DE) · EUGerman AI platform for industrial procurement in small and mid-sized businesses and the midmarket. It maps the purchasing of components, runs cost price models and has AI agents request and negotiate quotes.own modelon requestStrong4
Samotics SAM4 professional toolSamotics (Leiden, Netherlands) · NetherlandsPredictive maintenance through electrical signal analysis: detects faults in pumps and motors for water boards and industry.own modelon requestGood5
Azumuta professional toolAzumuta (Ghent, Belgium) · EUDigital work instructions, quality checks and a skills matrix for the shop floor; AI converts documents into step-by-step instructions.own modelon requestGood6
Maddox AI professional toolMaddox AI (Tübingen, Germany) · EUAI camera inspection that automates visual quality control; over 80% fewer false rejects than classic image processing.own modelon requestGood7
Almetra (voorheen Deltia) professional toolDeltia GmbH (Berlin, Germany) · EUAnalyses the shop floor with privacy-friendly video AI: finds bottlenecks in assembly and recommends concrete improvements.own modelon requestGood8
Redokun professional toolRedokun Srls (Montebelluna, Italy, Europe) · EU · free to tryTranslation platform focused on formatted documents: you upload an InDesign, Word or PowerPoint file and receive the same file back in another language, with the formatting intact. Translators work in a web editor, without needing the original software. Practical for marketing and documentation teams who publish brochures, catalogues and manuals in multiple languages.own modelProject Pass € 295 one-off (50.0…Good9
Aily Labs professional toolAily Labs GmbH (Munich, Germany) · EUDecision intelligence app for management and teams in pharma: connects data from finance, R&D, supply chain, quality and production and provides insights and recommendations (customers include Sanofi).own modelon requestGood10
Aquasuite professional toolRoyal HaskoningDHV / Haskoning (Amersfoort, Netherlands) · NetherlandsHaskoning AI software that predicts and adjusts treatment plants, pumping stations and drinking water production; in use at, among others, Waterschap Limburg.own modelon requestGood11
Sensorfact professional toolSensorfact (Utrecht, Netherlands) · NetherlandsMonitors machines for energy consumption, compressed air and wear; helps factories prevent waste and faults with smart sensors.own modelon requestLimited12
IFS Ultimo professional toolIFS Ultimo (Nunspeet, Netherlands) · NetherlandsEAM platform with built-in AI for maintenance management: technical services plan assets, work orders and safety in one system.own modelon requestLimited13
Factbird professional toolFactbird ApS (Copenhagen, DK) · EUPlug-and-play production intelligence: real-time OEE, downtime analysis and an AI counter for production lines in food, pharma and more.own modelfrom $399 per line/month plus $1…Limited14
Oplit professional toolOplit (Paris, France) · EUAI-driven production planning and scheduling for the discrete manufacturing sector; capacity planning and what-if analysis for 100+ factories.own modelon requestLimited15
Infraspeak professional toolInfraspeak (Porto, Portugal, Europe) · EUEuropean platform for maintenance and facilities management (CMMS/CAFM): work orders, preventive maintenance, assets, suppliers and procurement. The Infraspeak Gear AI intelligence layer automates recurring administrative work, gives real-time warnings of possible faults, and provides insights into the condition and performance of installations.own modelon request (modular subscription…Limited16
XTM Cloud professional toolXTM International Ltd (Beaconsfield, United Kingdom)Translation management system for organisations that manage large volumes of content in many languages. Projects start from templates, translation memory and terminology are applied automatically, and a quality score determines which files still need human review. Supports eighty-plus file formats while preserving structure, including XML and InDesign.own modelon request (price tailored to…Limited17
Polysense professional toolPolySense BV (Ghent, BE) · EUYou mount cameras above your production line, and Polysense uses AI to measure every product for size, shape, colour and defects. The AutoControl module then automatically adjusts machine settings.own modelon requestLimited18
Augury professional toolAugury (New York, USA)Machine health platform with sensors and AI diagnoses that monitors bearings, pumps and motors and predicts failures in 40+ countries.own modelon requestUnknown19
Koidra KoPilot professional toolKoidra Inc. (Seattle, US)AI platform for autonomous process control, including for greenhouses. KoPilot controls climate, irrigation and lighting; in addition there are modules for maintenance, sensor data and predictive reports. Koidra won the Autonomous Greenhouse Challenge from Wageningen twice.own modelDataPilot $10, Maintenance $35, P…Unknown20Gemini generalGoogleGoogle DeepMind's natively multimodal model family, deeply integrated into Workspace, with a very large context window.1527Elo€4.99 / monthStrong21
Qwen generalAlibaba Cloud · free to tryChinese model family from Alibaba Cloud with a free chat app, a large open-weight catalogue and the proprietary flagship Qwen3.8-Max with 1 million tokens of context.1484Eloon requestCaution22
GLM (Z.ai) generalZ.ai (Zhipu AI) · free to tryChinese AI lab (Zhipu, international Z.ai) with the open-weight GLM family under MIT licence, particularly strong at programming and agent tasks at low prices.1483Elo$18 / monthCaution23
Le Chat (Mistral) generalMistral AIFrench/European AI lab with open-weight and commercial models and the Le Chat assistant, with EU data residency as its core proposition.1426Elo$14.99 / monthStrong24
DeepSeek generalDeepSeek · free to tryOpen-weight (MIT) Chinese language model with a 1M context window and a built-in reasoning mode, at very low API costs.1475Eloon requestCaution25
Llama generalMeta · free to tryMeta's natively multimodal, open-weight Mixture-of-Experts family (Scout and Maverick), free to download and self-host.–Eloon requestCaution26
Claude generalAnthropicFamily of language models from Anthropic that excels at long documents, careful reasoning, coding and reliable, safe output.1506Elo$20 / monthStrong27
ChatGPT generalOpenAIOpenAI's versatile, agentic flagship with a very large context window and a broad ecosystem of integrations.1485Elo$8 / monthStrong28
Copilot generalMicrosoftMicrosoft's AI layer that combines GPT and Claude models with your own organisational data and the Microsoft 365 apps.1485Elofrom €10 / monthCaution29
Kimi generalMoonshot AI · free to tryChinese AI lab (Moonshot AI) with the open-weight Kimi K2 family and an assistant that focuses strongly on agents, deep research and long documents.1487Elo$19 / monthCaution30
Grok generalxAIThe model from xAI, integrated into X, distinguished by real-time access to live X posts and web data.1471Elo$10 / monthCaution31
Perplexity generalPerplexity AI · free to tryUS AI search engine that delivers answers with source citations via its own Sonar models and external frontier models, with separate Enterprise agreements on data use.–Elo$20 / monthUnknown
Operations1 professional toolOperations1 (Frankfurt, Germany) · EUConnected-worker platform with digital work instructions, checklists and an AI assistant for operators at, among others, Daimler Truck and Trumpf.own modelon requestStrong2Senseye Predictive Maintenance professional toolSiemens (Munich, Germany) · EUSiemens cloud platform that automatically predicts machine failure and prioritises maintenance risks across multiple factories.own modelon requestStrong3Tacto professional toolTacto Technology GmbH (Munich, DE) · EUGerman AI platform for industrial procurement in small and mid-sized businesses and the midmarket. It maps the purchasing of components, runs cost price models and has AI agents request and negotiate quotes.own modelon requestStrong4Samotics SAM4 professional toolSamotics (Leiden, Netherlands) · NetherlandsPredictive maintenance through electrical signal analysis: detects faults in pumps and motors for water boards and industry.own modelon requestGood5Azumuta professional toolAzumuta (Ghent, Belgium) · EUDigital work instructions, quality checks and a skills matrix for the shop floor; AI converts documents into step-by-step instructions.own modelon requestGood6Maddox AI professional toolMaddox AI (Tübingen, Germany) · EUAI camera inspection that automates visual quality control; over 80% fewer false rejects than classic image processing.own modelon requestGood7Almetra (voorheen Deltia) professional toolDeltia GmbH (Berlin, Germany) · EUAnalyses the shop floor with privacy-friendly video AI: finds bottlenecks in assembly and recommends concrete improvements.own modelon requestGood8Redokun professional toolRedokun Srls (Montebelluna, Italy, Europe) · EU · free to tryTranslation platform focused on formatted documents: you upload an InDesign, Word or PowerPoint file and receive the same file back in another language, with the formatting intact. Translators work in a web editor, without needing the original software. Practical for marketing and documentation teams who publish brochures, catalogues and manuals in multiple languages.own modelProject Pass € 295 one-off (50.0…Good9Aily Labs professional toolAily Labs GmbH (Munich, Germany) · EUDecision intelligence app for management and teams in pharma: connects data from finance, R&D, supply chain, quality and production and provides insights and recommendations (customers include Sanofi).own modelon requestGood10Aquasuite professional toolRoyal HaskoningDHV / Haskoning (Amersfoort, Netherlands) · NetherlandsHaskoning AI software that predicts and adjusts treatment plants, pumping stations and drinking water production; in use at, among others, Waterschap Limburg.own modelon requestGood11Sensorfact professional toolSensorfact (Utrecht, Netherlands) · NetherlandsMonitors machines for energy consumption, compressed air and wear; helps factories prevent waste and faults with smart sensors.own modelon requestLimited12IFS Ultimo professional toolIFS Ultimo (Nunspeet, Netherlands) · NetherlandsEAM platform with built-in AI for maintenance management: technical services plan assets, work orders and safety in one system.own modelon requestLimited13Factbird professional toolFactbird ApS (Copenhagen, DK) · EUPlug-and-play production intelligence: real-time OEE, downtime analysis and an AI counter for production lines in food, pharma and more.own modelfrom $399 per line/month plus $1…Limited14Oplit professional toolOplit (Paris, France) · EUAI-driven production planning and scheduling for the discrete manufacturing sector; capacity planning and what-if analysis for 100+ factories.own modelon requestLimited15Infraspeak professional toolInfraspeak (Porto, Portugal, Europe) · EUEuropean platform for maintenance and facilities management (CMMS/CAFM): work orders, preventive maintenance, assets, suppliers and procurement. The Infraspeak Gear AI intelligence layer automates recurring administrative work, gives real-time warnings of possible faults, and provides insights into the condition and performance of installations.own modelon request (modular subscription…Limited16XTM Cloud professional toolXTM International Ltd (Beaconsfield, United Kingdom)Translation management system for organisations that manage large volumes of content in many languages. Projects start from templates, translation memory and terminology are applied automatically, and a quality score determines which files still need human review. Supports eighty-plus file formats while preserving structure, including XML and InDesign.own modelon request (price tailored to…Limited17Polysense professional toolPolySense BV (Ghent, BE) · EUYou mount cameras above your production line, and Polysense uses AI to measure every product for size, shape, colour and defects. The AutoControl module then automatically adjusts machine settings.own modelon requestLimited18Augury professional toolAugury (New York, USA)Machine health platform with sensors and AI diagnoses that monitors bearings, pumps and motors and predicts failures in 40+ countries.own modelon requestUnknown19Koidra KoPilot professional toolKoidra Inc. (Seattle, US)AI platform for autonomous process control, including for greenhouses. KoPilot controls climate, irrigation and lighting; in addition there are modules for maintenance, sensor data and predictive reports. Koidra won the Autonomous Greenhouse Challenge from Wageningen twice.own modelDataPilot $10, Maintenance $35, P…Unknown20Gemini generalGoogleGoogle DeepMind's natively multimodal model family, deeply integrated into Workspace, with a very large context window.1527Elo€4.99 / monthStrong21Qwen generalAlibaba Cloud · free to tryChinese model family from Alibaba Cloud with a free chat app, a large open-weight catalogue and the proprietary flagship Qwen3.8-Max with 1 million tokens of context.1484Eloon requestCaution22GLM (Z.ai) generalZ.ai (Zhipu AI) · free to tryChinese AI lab (Zhipu, international Z.ai) with the open-weight GLM family under MIT licence, particularly strong at programming and agent tasks at low prices.1483Elo$18 / monthCaution23Le Chat (Mistral) generalMistral AIFrench/European AI lab with open-weight and commercial models and the Le Chat assistant, with EU data residency as its core proposition.1426Elo$14.99 / monthStrong24DeepSeek generalDeepSeek · free to tryOpen-weight (MIT) Chinese language model with a 1M context window and a built-in reasoning mode, at very low API costs.1475Eloon requestCaution25Llama generalMeta · free to tryMeta's natively multimodal, open-weight Mixture-of-Experts family (Scout and Maverick), free to download and self-host.–Eloon requestCaution26Claude generalAnthropicFamily of language models from Anthropic that excels at long documents, careful reasoning, coding and reliable, safe output.1506Elo$20 / monthStrong27ChatGPT generalOpenAIOpenAI's versatile, agentic flagship with a very large context window and a broad ecosystem of integrations.1485Elo$8 / monthStrong28Copilot generalMicrosoftMicrosoft's AI layer that combines GPT and Claude models with your own organisational data and the Microsoft 365 apps.1485Elofrom €10 / monthCaution29Kimi generalMoonshot AI · free to tryChinese AI lab (Moonshot AI) with the open-weight Kimi K2 family and an assistant that focuses strongly on agents, deep research and long documents.1487Elo$19 / monthCaution30Grok generalxAIThe model from xAI, integrated into X, distinguished by real-time access to live X posts and web data.1471Elo$10 / monthCaution31Perplexity generalPerplexity AI · free to tryUS AI search engine that delivers answers with source citations via its own Sonar models and external frontier models, with separate Enterprise agreements on data use.–Elo$20 / monthUnknownNo options with these filters. 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Quality: LMArena · prices: OpenRouter and providers · as of 9 November 2026
Last checked: 7 November 2026 · How we check
How to start in industry & manufacturing
- Try it this weekStart free with Redokun on non-confidential work. In an hour you'll get a feel for what AI can do for industry & manufacturing.
- Sort the basics (GDPR)Choose the business variant, sign a data processing agreement and turn off training on your data. See the GDPR check per option.
- Go deeper with field softwareBook a demo with Operations1: built for industry & manufacturing, with the strongest published safeguards.
Where AI does the most in this field
The core tasks we track for this profession. Tools in the list above can be compared on these tasks.
- 1Predictive maintenance on machines
- 2Visual quality inspection
- 3Drafting work instructions and manuals
- 4Optimising production and inventory planning
By task in industry & manufacturing
A separate comparison for each task, with the top pick shown.
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Frequently asked questions
Related professions
What is the best AI for industry & manufacturing?
It depends on your requirements. Field-specific solutions such as Operations1 are built for industry & manufacturing; general assistants such as Gemini are more widely usable and cheaper to get started with. At the top of this page are our picks.
What is the difference between a 'field-specific tool' and a 'general assistant'?
A general assistant (such as ChatGPT or Claude) is a clever all-rounder you talk to yourself. A field-specific tool is an off-the-shelf product for industry & manufacturing, often built on top of such an assistant, with its own specialist knowledge, integrations and GDPR arrangements. The 'Quality' column shows which model a tool runs on.
May I use confidential data?
Production and process data is trade secret and sometimes subject to export controls. Check whether factory data leaves the premises and whether on-premise operation is possible.
What does the GDPR profile mean?
Our summary of what the provider publishes about data protection: EU hosting, no training on your data, certifications and provenance. 'Strong' = several safeguards published; 'Unknown' = the provider shares little, so ask them. It is a tool, not legal advice.