The S Curve
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Deutsche Bank Private Bank is building an AI academy for 20,000 staff·Cognizant is putting 25,000 people behind OpenAI delivery·SUTD is opening CoLab so people build with AI, not only know it·ANZ is putting Banker Academy graduates onto the frontline·CelcomDigi is asking Huawei to co-design how its people learn·Singapore is measuring its AI training by what officers change, not courses finished·Canva is reshaping a fifth of its roles to get back to small, empowered teams·Go1 is putting OpenAI Academy courses inside the corporate learning catalogue·Why Your AI Program Isn't Delivering Business Outcomes·Kier is judging its Oxford programme by what leaders take back·HSBC is building an AI institute in Hong Kong to bring 200,000 staff along·Services Australia is growing its staff AI trial to 2,000 people, one thumbs up at a time·Deutsche Bank Private Bank is building an AI academy for 20,000 staff·Cognizant is putting 25,000 people behind OpenAI delivery·SUTD is opening CoLab so people build with AI, not only know it·ANZ is putting Banker Academy graduates onto the frontline·CelcomDigi is asking Huawei to co-design how its people learn·Singapore is measuring its AI training by what officers change, not courses finished·Canva is reshaping a fifth of its roles to get back to small, empowered teams·Go1 is putting OpenAI Academy courses inside the corporate learning catalogue·Why Your AI Program Isn't Delivering Business Outcomes·Kier is judging its Oxford programme by what leaders take back·HSBC is building an AI institute in Hong Kong to bring 200,000 staff along·Services Australia is growing its staff AI trial to 2,000 people, one thumbs up at a time·
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AI Training

Enterprise AI training is not a ChatGPT demo. It is literacy that starts where the hours actually leak.

The longer take lives on the AI training hub.

AI Training

CelcomDigi is asking Huawei to co-design how its people learn

A three-year memorandum in Petaling Jaya. Pathways in AI, data, 5G and cloud, and certifications at associate, professional and expert level. Albern Murty says advantage follows learning faster than the pace of change. Azmi Ujang, the chief human resources officer, was in the room.

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A mobile mast and a blank card beside an open notebook, a three-step ribbon of blank certificates and a small group of silhouettes at a training table, one holding a glowing handset, in magenta and cyan shards
AI Training

Walmart says training and tools are why associates feel more confident with AI

A June survey drew more than 1.7 million responses from more than 2.1 million associates. Office associates and US frontline associates answer different questions, and people who took the OpenAI training reported a 27 percent confidence gain. A store manager in Mexico built an agent and still runs the store.

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Three separate stacks of blank cards for three different confidence counts, and one store manager still at the desk beside a small agent cube, in magenta and cyan shards
AI Training

Bosch kept the supplier problem inside the AI Academy

Bosch's 16 April 2026 account, part of its 2025 annual report, follows Juliane Lüder from a controller role through 18 months beside her job, on a supplier-risk forecast she brought with her. Some 100,000 associates have completed Academy training.

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A desk where a ledger becomes a glowing forecast, with crates waiting in a plant bay beyond, in magenta and cyan shards
AI Training

IKEA reskilled call centre co-workers beside the Billie chatbot

Ingka Group's June 2023 account says 8,500 call centre co-workers were reskilled for remote interior design, digital sales and complex enquiries, after Billie resolved about 47 percent of the enquiries it received from 2021 to 2023.

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A service desk where a glowing chat cube takes the short notes and a person at a drawing table takes the longer brief, in magenta and cyan shards
AI Training

Moderna's AI academy was built for every employee

Dave Johnson's December 2021 account describes an academy with Carnegie Mellon for every employee, on data quality, statistical thinking, machine learning and ethics. The first cohort had not yet started.

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A full room of desks under hanging neon discs, with a small specialist booth left dark, in magenta and cyan shards
AI Training

GPT-4 helped BCG's lower-scoring consultants most

Fabrizio Dell'Acqua and his co-authors found a 43% gain for consultants below the baseline average, and 17% for those above it. On a task GPT-4 handled badly, people using it were 19 percentage points less likely to get the call right.

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A polished memo beside a dimmer handwritten page on a dark desk, in magenta and cyan shards
AI Training

What belongs in an AI register?

What an AI register should hold under Australia's guidance for AI adoption, with one row per use and a named person beside every row.

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AI training for enterprises | The S Curve