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PresentationsUpdated
Five entry offers and seven services: one path from decision to daily operation.
Five entry offers and seven services for mid-sized and large companies, from the first decision to AI in daily operation.
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Research, tools and ideas.
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THE MARKET IN FOCUS · EN
961 AI offerings. One map. Decide now what you will use in 2027.
The Good AI Prism helps you find useful AI and compare the evidence behind your options. For organisations already using AI, the question is moving from whether to use AI to which AI, how safely and whether it pays. This Global edition brings together 961 AI offerings across 24 topic areas, 8 data types and 6 technology layers, with sources, dates and limits to guide your next decision.
Explore the studyPDF · 16:9 · 4:5 · EN · DE
EN · Global edition · v2.6EN · Germany & United States Focus · v2.6EN · Germany & United States Focus · 16:9 · v1.1EN · Germany & United States Focus · 4:5 · v1.1EN · Global edition · 16:9 · v1.1EN · Global edition · 4:5 · v1.1DE · Global edition · v2.6DE · Germany & United States Focus · v2.6DE · Germany & United States Focus · 16:9 · v1.1DE · Germany & United States Focus · 4:5 · v1.1DE · Global edition · 16:9 · v1.1DE · Global edition · 4:5 · v1.1
Research scope and source dates belong to this edition. Open the original pages for each finding’s evidence.
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The latest completed editions.
Press & mediaUpdated
From the AI market map to accountable execution.
Put AI to work, with evidence: Sten Franke on choosing AI, connecting investment with evidence and measuring accepted outcomes.
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PresentationsUpdated
Make AI work for your business · Keynote v3.4 (EN)
Research figures retain the populations and source dates stated on their slides. Availability and fees follow the described scope; engagements are request-based.
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Press & mediaUpdated
The talk on the decisions that shape 2027.
Put AI to work on stage: titles, abstracts and learning objectives for Sten Franke's keynote on the Good AI Prism study.
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Sales & CRMUpdated
25 sales AIs checked. Only 12 publish a price.
Sales teams have adopted AI. Now the CRM decides whether it pays. We read the pricing, hosting and training terms of 25 profiled offerings; call and deal analysis leads the field.
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122 content families · 508 language and format editions
257 matching editions · 122 content families
EducationUpdated
Guided AI tutors lift learning. AI grading: high-risk duties from Dec 2027.
One in three teachers already uses AI and most students do. Guided tutors raise learning, plain chatbots can lower it, and from 2 Dec 2027 EU high-risk duties apply to AI grading. What schools and academies should choose now.
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Meetings, Voice & LanguageUpdated
65% of workers with AI notetakers weren't always asked.
AI notetakers now sit in one in three US workers' meetings, often without consent. European law sets a higher bar, emotion scoring is banned at work, and cloned voices are a fraud channel. What to configure, agree and measure now.
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Customer ServiceUpdated
Support AI must ship in 2026. Most prices stay private.
Nine in ten service leaders are under pressure to deploy AI. Of 107 offerings we reviewed, 64 keep the price off their pages. Here is how to compare them anyway.
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Retail & ConsumerUpdated
Shoppers adopt AI faster than retailers. Trust decides who wins.
US shoppers research with AI while most retailers still test it. Where traffic moves, what the 29 mapped entries do, which rules apply and how to measure pricing and personalisation.
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StudiesUpdated
AI for care in an ageing world
The world will be short of 11.1 million health workers by 2030. How health systems and long-term care use AI and robotics to give time back to care.
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EN · Global edition · v1.5EN · Original edition · v1.5EN · United States · v1.5EN · Global edition · 16:9 · v1.1EN · Global edition · 4:5 · v1.1EN · Original edition · 16:9 · v1.1EN · Original edition · 4:5 · v1.1EN · United States · 16:9 · v1.1EN · United States · 4:5 · v1.1DE · Germany · v1.5DE · Germany · 16:9 · v1.1DE · Germany · 4:5 · v1.1
Knowledge & SearchUpdated
Knowledge agents lead adoption. Hosting and accuracy decide.
Organisations use AI agents most in IT and knowledge management, yet staff do not trust internal AI answers. The Good AI Prism profiles twelve search offerings: where they host, how they train, what a seat costs.
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Legal & ComplianceUpdated
Legal AI use nearly doubles to 40%. Only 18% track returns.
Generative AI use in legal and professional services rose from 22% to 40% in a year. Accuracy and returns lag. We read the prices, hosting and training terms of 25 legal AI offerings.
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Sector & technology briefsUpdated
3,611 AI use cases in US federal agencies.
US federal AI use cases more than doubled in a year. Where governments already serve, decide and protect with AI, and the rules that apply.
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Public SectorUpdated
Government AI doubles to 3,611 uses. Rules land Dec 2027.
US federal agencies reported twice as many AI uses in a year. Germany is short 570,000 public servants. Europe's high-risk duties apply from 2 Dec 2027. What public leaders can buy, share and decide now.
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Sector & technology briefsUpdated
36% of lower-secondary teachers used AI at work (OECD).
From 2 Dec 2027 high-risk duties apply to certain AI in admission, grading and proctoring. Where AI already helps schools, universities and corporate learning.
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Sector & technology briefsUpdated
5 million industrial robots. The humanoid count begins.
Humanoids are counted for the first time: about 7,000 sold in 2025. Where AI already sees, picks, inspects and moves, what the market offers and the rules.
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Sector & technology briefsUpdated
500,000 driverless rides a week.
2.9 million truck-driver jobs are unfilled in the markets IRU surveyed. Where AI already plans supply chains, moves freight and drives vehicles, and the rules.
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