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Layer 1 · Evidence

Data / Analytics

Data science, analytics and business intelligence.

The evidence

Observed
Assicurazioni Generali
AI / Data / Automation Roles

Generali provides intermediate courses for employees using AI systems and advanced resources for those developing AI systems, plus New Roles Schools to create AI-related roles.

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Observed
Moderna
Data Science / Research

Moderna created 750+ internal GPTs including Dose ID (a purpose-built GPT for dose selection review). Applied AI is embedded in research and clinical workflows.

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Observed
Moderna
Data Science / Research

Moderna deployed mChat and ChatGPT Enterprise firmwide (all employees, not just scientists). Bancel and Brice Challamel are the public spokespeople.

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Required
Zapier
Data candidate / new hire

Enables teams across Zapier to independently ingest and use data through AI-powered systems with guardrails. Replaces manual work streams with durable AI systems.

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Required
Zapier
Data candidate / new hire

Builds repeatable AI workflows that significantly reduce manual work in analysis, reporting or data development. Integrates AI into shared processes so work is more scalable.

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Required
Zapier
Data candidate / new hire

Uses AI consistently across core workflows (analysis, modelling, engineering, experimentation), improving speed and quality while maintaining rigour and reliability.

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Required
Zapier
Data candidate / new hire

Uses AI only for one-off tasks, not as part of regular workflows. Does not integrate AI into how work is planned, executed or delivered.

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