Prompt Shields
Demo
Prompt Shields LogoPrompt Shields

Coaching & Adoption

In-line coaching at the prompt — no separate LMS to deploy. The goal: more successful prompts, fewer risky ones.

Active users

78 / 80

97.5% rolling 30 days

Successful prompts

4,500

+10% vs prior 30 days

Coaching nudges delivered

1,247

In-line at the prompt

Risky prompts

-20%

Reduction vs prior 30 days

Top coaching nudges (last 30 days)

Each nudge is shown in-line; users may proceed safely after seeing it.

1Don't paste SSN — use anonymised reference312
2Try this prompt structure for grant memos264
3Switch to enterprise Copilot for confidential queries198
Active AI users by department

% of department using AI weekly

Outcome: coached users showed a 20% drop in risky prompts and a 10% rise in successful prompts vs the prior 30-day window. Coaching is in-line — there is no separate LMS to deploy.