Turn real work into verified proof.

You shipped something real, and most of that value evaporates into a slide nobody trusts. Bring it to the dojo. We put it through verification and publish it as a permanent, citable asset buyers believe and AI answer engines quote.

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PENDING CASE FILE: The UK's DWP fraud model: a machine-learning system that saved an estimated 4.4 million pounds on Universal Credit advances///PENDING CASE FILE: Manulife's MAUDE: AI underwriting that auto-approved 58% of eligible life-insurance cases///VERIFIED CASE FILE: Coinbase: AI spend cut nearly in half, and the biggest lever was caching, not cheaper models///PENDING CASE FILE: Commonwealth Bank's AI fraud detection: 20M+ payments scanned daily, fraud losses down over 20%///PENDING CASE FILE: Windstar Cruises and Cresta: a chat AI agent containing 70% of chats///PENDING CASE FILE: Notion and Decagon: an AI support agent, 34% faster resolution and 2x deflection///PENDING CASE FILE: Pragmatic and Lindy: AI agents saving a consultancy 20-30 hours a week///PENDING CASE FILE: Decathlon Germany and Parloa: voice AI handling 500,000+ customer interactions a year///PENDING CASE FILE: WeightWatchers and Sierra: an AI member-support agent, ~70% containment at 4.6 CSAT///VERIFIED CASE FILE: Delivery Hero and n8n: account-lockout recovery automated in a single workflow///PENDING CASE FILE: Direct Mortgage and Multimodal: loan documents from 10-week closings to 5///VERIFIED CASE FILE: JPMorgan's COIN: the famous 360,000-hours figure, and why it was never independently measured///VERIFIED CASE FILE: Klarna's AI customer-service assistant: the 2024 numbers and the 2025 walk-back///VERIFIED CASE FILE: Mango's first fully AI-generated campaign: Sunset Dream, 95 markets, and no public performance number///VERIFIED CASE FILE: Octopus Energy's 'Magic Ink': AI that drafts support emails, with no job cuts///VERIFIED CASE FILE: Omega Healthcare and UiPath: document automation across billing, coding, and payer correspondence///VERIFIED CASE FILE: Otto's autonomous stock ordering: a deep-learning system that buys inventory on its own///VERIFIED CASE FILE: Moderna's company-wide ChatGPT Enterprise rollout: 750 custom GPTs, from a vendor case study///VERIFIED CASE FILE: Zalando's 2018 'algorithms replace 250 marketing jobs': the headline, and the hiring plan it left out///PENDING CASE FILE: PZU and Tractable: from a detailed review of 20% of body-shop claims to nearly all, in real time///ON RECORD: 10 VERIFIED · 10 PENDING///PENDING CASE FILE: The UK's DWP fraud model: a machine-learning system that saved an estimated 4.4 million pounds on Universal Credit advances///PENDING CASE FILE: Manulife's MAUDE: AI underwriting that auto-approved 58% of eligible life-insurance cases///VERIFIED CASE FILE: Coinbase: AI spend cut nearly in half, and the biggest lever was caching, not cheaper models///PENDING CASE FILE: Commonwealth Bank's AI fraud detection: 20M+ payments scanned daily, fraud losses down over 20%///PENDING CASE FILE: Windstar Cruises and Cresta: a chat AI agent containing 70% of chats///PENDING CASE FILE: Notion and Decagon: an AI support agent, 34% faster resolution and 2x deflection///PENDING CASE FILE: Pragmatic and Lindy: AI agents saving a consultancy 20-30 hours a week///PENDING CASE FILE: Decathlon Germany and Parloa: voice AI handling 500,000+ customer interactions a year///PENDING CASE FILE: WeightWatchers and Sierra: an AI member-support agent, ~70% containment at 4.6 CSAT///VERIFIED CASE FILE: Delivery Hero and n8n: account-lockout recovery automated in a single workflow///PENDING CASE FILE: Direct Mortgage and Multimodal: loan documents from 10-week closings to 5///VERIFIED CASE FILE: JPMorgan's COIN: the famous 360,000-hours figure, and why it was never independently measured///VERIFIED CASE FILE: Klarna's AI customer-service assistant: the 2024 numbers and the 2025 walk-back///VERIFIED CASE FILE: Mango's first fully AI-generated campaign: Sunset Dream, 95 markets, and no public performance number///VERIFIED CASE FILE: Octopus Energy's 'Magic Ink': AI that drafts support emails, with no job cuts///VERIFIED CASE FILE: Omega Healthcare and UiPath: document automation across billing, coding, and payer correspondence///VERIFIED CASE FILE: Otto's autonomous stock ordering: a deep-learning system that buys inventory on its own///VERIFIED CASE FILE: Moderna's company-wide ChatGPT Enterprise rollout: 750 custom GPTs, from a vendor case study///VERIFIED CASE FILE: Zalando's 2018 'algorithms replace 250 marketing jobs': the headline, and the hiring plan it left out///PENDING CASE FILE: PZU and Tractable: from a detailed review of 20% of body-shop claims to nearly all, in real time///ON RECORD: 10 VERIFIED · 10 PENDING///PENDING CASE FILE: The UK's DWP fraud model: a machine-learning system that saved an estimated 4.4 million pounds on Universal Credit advances///PENDING CASE FILE: Manulife's MAUDE: AI underwriting that auto-approved 58% of eligible life-insurance cases///VERIFIED CASE FILE: Coinbase: AI spend cut nearly in half, and the biggest lever was caching, not cheaper models///PENDING CASE FILE: Commonwealth Bank's AI fraud detection: 20M+ payments scanned daily, fraud losses down over 20%///PENDING CASE FILE: Windstar Cruises and Cresta: a chat AI agent containing 70% of chats///PENDING CASE FILE: Notion and Decagon: an AI support agent, 34% faster resolution and 2x deflection///PENDING CASE FILE: Pragmatic and Lindy: AI agents saving a consultancy 20-30 hours a week///PENDING CASE FILE: Decathlon Germany and Parloa: voice AI handling 500,000+ customer interactions a year///PENDING CASE FILE: WeightWatchers and Sierra: an AI member-support agent, ~70% containment at 4.6 CSAT///VERIFIED CASE FILE: Delivery Hero and n8n: account-lockout recovery automated in a single workflow///PENDING CASE FILE: Direct Mortgage and Multimodal: loan documents from 10-week closings to 5///VERIFIED CASE FILE: JPMorgan's COIN: the famous 360,000-hours figure, and why it was never independently measured///VERIFIED CASE FILE: Klarna's AI customer-service assistant: the 2024 numbers and the 2025 walk-back///VERIFIED CASE FILE: Mango's first fully AI-generated campaign: Sunset Dream, 95 markets, and no public performance number///VERIFIED CASE FILE: Octopus Energy's 'Magic Ink': AI that drafts support emails, with no job cuts///VERIFIED CASE FILE: Omega Healthcare and UiPath: document automation across billing, coding, and payer correspondence///VERIFIED CASE FILE: Otto's autonomous stock ordering: a deep-learning system that buys inventory on its own///VERIFIED CASE FILE: Moderna's company-wide ChatGPT Enterprise rollout: 750 custom GPTs, from a vendor case study///VERIFIED CASE FILE: Zalando's 2018 'algorithms replace 250 marketing jobs': the headline, and the hiring plan it left out///PENDING CASE FILE: PZU and Tractable: from a detailed review of 20% of body-shop claims to nearly all, in real time///ON RECORD: 10 VERIFIED · 10 PENDING///

01Why it's worth it

trust

Transferred, not claimed.

A third-party verified outcome converts better than anything you can say about yourself.

reach

Found by buyers.

Each story is built to rank in search and to be the source AI engines cite when buyers ask who delivers.

durability

A permanent asset.

It keeps working long after the campaign ends, proof that compounds instead of expiring.

02How it works

step 01

Submit

Email us the engagement, provider, client, and the before/after numbers you can back up.

step 02

Verify

We confirm it with your client on a short recorded call, check the evidence, and record the method.

step 03

Publish

It goes live as a case file with a green badge and a public audit, citable, permanent, yours.

03What we need from you

One real engagement in process automation or AI-led ops.
Before/after numbers you can back up.
A client contact willing to confirm it on a short recorded call.
Permission to publish (named or anonymised, your client's call).

04Enter the dojo

Send your best engagement. It comes straight to the dojo inbox, and you'll get an email receipt the moment it lands.

Rank is earned, not claimed.

See what a verified case file actually looks like before you submit yours.

See the case files → Or just email us