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DOCUMENTED FAILURE // PUBLIC EVIDENCE

Finance & Markets failures,
made legible.

Automated pricing, lending, trading, and market decisions with material consequences.

COLLECTION STATUSACTIVE
CASE FILES
7
CITED RECORDS
11
FAILURE DOMAINS
11
LAST VERIFIED
2026-08-12
EVIDENCE INDEX // 001

Finance & Markets case files

7 SHOWN // 7 MATCHING

SS-IR-092
Alleged

On June 22, 2026, three California drivers filed a federal class action in the Eastern District of California against Knowledge Support Systems Inc., doing business as Kalibrate, and 14 gas-station chains including BP, Circle K, Marathon, Speedway, 7-Eleven, Walmart, Sam's Club and Albertsons.

AI'S CAUSAL ROLE
Decision system
HARM SIGNAL
Financial harm
SOURCE LEDGER
2 cited records
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What happened

On June 22, 2026, three California drivers filed a federal class action in the Eastern District of California against Knowledge Support Systems Inc., doing business as Kalibrate, and 14 gas-station chains including BP, Circle K, Marathon, Speedway, 7-Eleven, Walmart, Sam's Club and Albertsons.

Why it matters

Fourteen household-name retailers and their AI vendor now face class-action antitrust exposure covering millions of California drivers, with alleged per-gallon overcharges that compound into billions across the class period.

AI / automation’s role

Kalibrate's platform ingests fuel demand, margin targets and - critically - competitor prices, then recommends or automatically sets the number on the sign.

Primary record

AP via ABC News: AI is helping gas stations collude to raise California fuel prices, lawsuit says (June 2026)Fortune: Gas station owners have found a use case for AI, lawsuit says - colluding to fix prices (June 2026)
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SS-IR-064
Reported

A coordinated deepfake investment scam campaign targeted Swedish investors using AI-generated video advertisements featuring fabricated endorsements from trusted public figures.

AI'S CAUSAL ROLE
Fraud enabler
HARM SIGNAL
Financial harm
SOURCE LEDGER
1 cited record
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What happened

A coordinated deepfake investment scam campaign targeted Swedish investors using AI-generated video advertisements featuring fabricated endorsements from trusted public figures.

Why it matters

500 million SEK stolen from 5,000+ investors.

AI / automation’s role

AI generated the deepfake video endorsements at scale - realistic enough to pass casual viewer scrutiny and sophisticated enough to evade platform content moderation.

Primary record

Reuters: Swedish AI Investment Fraud (2025)
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SS-IR-057
Reported

North Korea's Lazarus Group exploited compromised infrastructure at Safe{Wallet}, a third-party multi-signature wallet provider used by cryptocurrency exchange Bybit.

AI'S CAUSAL ROLE
Operational automation
HARM SIGNAL
Financial harm
SOURCE LEDGER
1 cited record
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What happened

North Korea's Lazarus Group exploited compromised infrastructure at Safe{Wallet}, a third-party multi-signature wallet provider used by cryptocurrency exchange Bybit.

Why it matters

$1.5 billion stolen - the largest crypto exchange hack ever.

AI / automation’s role

The multi-sig wallet infrastructure operated as an automated trust layer - if the signing infrastructure said the transaction was valid, the system executed it.

Primary record

FBI Press Release: Lazarus Group / Bybit (2025)
Enter the complete incident report
SS-IR-051
Reported

A massive, coordinated series of deepfake campaigns flooded Meta and YouTube, promoting fraudulent cryptocurrency investment platforms under names like "Quantum AI." Scammers used AI-generated likenesses of Elon Musk, former UK Prime Minister Rishi Sunak, and Australian billionaire Andrew Forrest…

AI'S CAUSAL ROLE
Fraud enabler
HARM SIGNAL
Financial harm
SOURCE LEDGER
2 cited records
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What happened

A massive, coordinated series of deepfake campaigns flooded Meta and YouTube, promoting fraudulent cryptocurrency investment platforms under names like "Quantum AI." Scammers used AI-generated likenesses of Elon Musk, former UK Prime Minister Rishi Sunak, and Australian billionaire Andrew Forrest to create convincing video endorsements of the scam platforms.

Why it matters

Millions of dollars stolen globally across hundreds of thousands of victims.

AI / automation’s role

Generative AI produced the deepfake videos at industrial scale - different scripts, different celebrity likenesses, different languages, all generated automatically.

Primary record

BBC: AI Deepfake Scam Campaigns (2024)Guardian: Forrest v. Meta (2024)
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SS-IR-037
Reported

An employee at Arup, a multinational engineering firm, received an email requesting a confidential financial transaction.

AI'S CAUSAL ROLE
Fraud enabler
HARM SIGNAL
Financial harm
SOURCE LEDGER
1 cited record
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What happened

An employee at Arup, a multinational engineering firm, received an email requesting a confidential financial transaction.

Why it matters

$25.6 million stolen. The fraud was only discovered when the employee later verified the transaction through internal channels.

AI / automation’s role

The attackers used publicly available video and audio of Arup executives to train AI deepfake models that replicated their appearance, voice, and mannerisms in real-time on a multi-person video call.

Primary record

South China Morning Post: HK$200 million deepfake scam (2024)
Enter the complete incident report
SS-IR-027
Official finding

On May 2, 2022, a Citigroup Global Markets trader in London tried to sell a 58 million USD basket of equities.

AI'S CAUSAL ROLE
Autonomous actor
HARM SIGNAL
Physical safety
SOURCE LEDGER
3 cited records
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What happened

On May 2, 2022, a Citigroup Global Markets trader in London tried to sell a 58 million USD basket of equities.

Why it matters

A brief but violent European flash crash: the OMX Stockholm 30 fell about 8 percent in five minutes and roughly EUR 300 billion in market value was momentarily wiped across European indices on May 2, 2022.

AI / automation’s role

The trade-execution algorithm was the amplifier that turned a single keystroke into a market event.

Primary record

Banking Dive: Citi fined 78.4M USD over 2022 flash crash errorBank of England / PRA news release: PRA fines Citigroup Global Markets Limited (May 2024)
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SS-IR-001
Reported

Knight Capital Group deployed new trading software to production.

AI'S CAUSAL ROLE
Autonomous actor
HARM SIGNAL
Financial harm
SOURCE LEDGER
1 cited record
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What happened

Knight Capital Group deployed new trading software to production.

Why it matters

$440 million loss in 45 minutes. Knight Capital was forced into an emergency sale.

AI / automation’s role

Fully autonomous trading algorithm with no human approval gate on execution.

Primary record

SEC Administrative Proceeding File No. 3-15570
Enter the complete incident report
FROM EVIDENCE TO CONTROL // 002

Failure is only useful if it changes the gate.

Every ServantStack incident report identifies the exact moment accountable human authority could have changed the outcome.

01Incident

Evidence before hypotheticals.

02Failure

Name the missing boundary.

03Human authority

Put a decision owner in the path.

04Operational gate

Make the checkpoint executable.