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Case Studies

Case Studies

A Deliberate Rep: Answering an Angry Customer Without Inventing Policy

A real deliberate rep, end to end: AI drafts a warm refund reply that invents a guarantee you never offered — and the rubric that catches it.

UofAi · 4 min read · Jul 17, 2026

Case Studies

Stop Claiming AI Skills — Start Proving Them

'Proficient with AI tools' means nothing when everyone writes it. Build a portfolio of evaluated artifacts that proves verified AI capability.

The UofAi Team · 2 min read · Jun 24, 2026

Case Studies

A Deliberate Rep: Catching the Plausible-but-Wrong Code AI Loves to Write

AI writes code that looks right — that's the problem. A real deliberate rep: using rubric-as-tests to catch the silent bug before it ships.

The UofAi Team · 2 min read · Jun 24, 2026

Case Studies

A Deliberate Rep: From Raw Numbers to a Memo Your CFO Trusts

A real deliberate rep: catching the confident-but-wrong causal claim and turning churn data into a recommendation a CFO can actually trust.

The UofAi Team · 2 min read · Jun 24, 2026

Case Studies

A Deliberate Rep: Fixing AI's Generic Landing Page

Ask AI for landing-page copy and you get generic sludge. A real deliberate rep: turning it into specific, provable hero copy that converts.

The UofAi Team · 2 min read · Jun 24, 2026

Case Studies

A Deliberate Rep: Turning a Weak Status Update Into Proof of Judgment

A real deliberate rep, end to end: turning AI's fluent-but-empty status update into a 30-second, decision-ready message your VP can act on.

The UofAi Team · 3 min read · Jun 24, 2026