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Found 551 verified outcomes
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HR verified Verified

Differential Privacy for Employee Analytics

HR needed data on burnout, meeting overload, and collaboration patterns. However, analyzing email and calendar metadata raised massive privacy concerns. Employees feared 'Big Brother' monitoring and retaliation.

domain Internal / Viva public Global
Key Outcome Privacy guarantee via statistical noise Primary Impact View Case
CX / Finance verified Verified

Voice Biometrics for Secure Authentication

Manual authentication took up to 90 seconds per call. Customers were frustrated by remembering passwords. Fraudsters easily bypassed security questions using data from social media or breaches.

domain Nuance (Microsoft) public Global
Key Outcome Prevention of >£300M fraud Primary Impact View Case
CX / Telecom verified Verified

Dynamic Data Masking for Customer Support

Call center agents needed access to customer profiles to solve billing issues. However, granting full access led to incidents of data exfiltration (stealing SSNs). Completely hiding data prevented agents from verifying customer identity.

domain Informatica / Internal public Global
Key Outcome Masking of 100% of SSNs by default Primary Impact View Case
Insurance verified Verified

Attribute-Based Access Control (ABAC) for Analytics

Actuaries needed access to global claims data for risk modeling. However, GDPR, CCPA, and regional laws restricted cross-border viewing of PII. Creating separate data copies for every jurisdiction was expensive and created data swamps.

domain Databricks / Immuta public Global
Key Outcome Consolidation of hundreds of roles into <20 policies Primary Impact View Case
Manufacturing verified Verified

Automated Data Sovereignty (Gaia-X)

Sharing data with suppliers (e.g., for quality tracing) is risky. Once data is sent, control is lost. Manufacturers feared that hyperscalers would aggregate this industrial data to compete with them.

domain Gaia-X / Internal public Global
Key Outcome Implementation of IDS connectors Primary Impact View Case
Healthcare & Life Sciences verified Verified

Real-World Evidence (RWE) Data Commons

Clinical trials are expensive. Using existing hospital data (RWD) could speed up insights, but the data formats vary wildly between hospitals. Privacy rules prevent direct access. Scientists spent 80% of time cleaning data.

domain AWS / Internal public Global
Key Outcome Ingestion of millions of patient records Primary Impact View Case
Insurance verified Verified

Automated Privacy Governance (GDPR)

GDPR mandates that companies must delete customer data upon request (Article 17). The insurer had data scattered across legacy mainframes and millions of scanned claim forms. They didn't know where all the PII was located.

domain Informatica / BigID public Global
Key Outcome Discovery of PII across petabytes of data Primary Impact View Case
Media verified Verified

Content Metadata Governance

Recommending movies based on broad genres (Comedy, Action) is inefficient. Users have specific tastes. Relying on external metadata (IMDB) was insufficient. The entity needed a proprietary, granular dataset to connect content with user behavior.

domain Internal public Global
Key Outcome Taxonomy of >70,000 micro-genres Primary Impact View Case
Logistics verified Verified

Optimized Address Governance (ORION)

Customer-entered addresses are often messy ('Apt 4' vs 'Unit 4', typos). Poor address data meant drivers couldn't find locations or the routing algorithm generated inefficient paths, wasting fuel and time.

domain Internal public Global
Key Outcome 100 million miles saved annually Primary Impact View Case
Retail verified Verified

Ethical Data Promise & Customer 360

Customer data was scattered across loyalty programs, e-commerce, and delivery systems. Honoring a 'Right to be Forgotten' request was manual and prone to error. Customers felt unease about how their data was used for targeting.

domain Internal / Google Cloud public Global
Key Outcome Consolidation of customer IDs globally Primary Impact View Case
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