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Workplace Disclosure Risk Coach
Build a private AI tool that helps employees decide what to share, what to avoid, and how to decline personal prompts in workplace settings. The strongest wedge is pre-meeting and pre-retreat guidance for sensitive topics like health, grief, politics, and family issues.
Pourquoi c'est important
You are asked to open up at work, but the rules are invisible. If you share too little, you worry about seeming cold or uncooperative. If you share too much, you risk changing how your manager or peers see you, especially around health, family trauma, or anything socially charged. Existing advice is scattered and contradictory: some people say to stay vague, some say to invent harmless stories, and others say to refuse politely. What is missing is a private, judgment-free tool that helps you assess the specific situation, your role, and the topic, then gives you safer wording that still sounds human.
- · Conçu pour Knowledge workers, managers, and executives at medium-to-large employers who regularly attend offsites, 1:1s, performance reviews, or team-building events where personal disclosure may be expected..
- · Monétisation la plus probable : Freemium.
La douleur · Récit
You are asked to open up at work, but the rules are invisible. If you share too little, you worry about seeming cold or uncooperative. If you share too much, you risk changing how your manager or peers see you, especially around health, family trauma, or anything socially charged. Existing advice is scattered and contradictory: some people say to stay vague, some say to invent harmless stories, and others say to refuse politely. What is missing is a private, judgment-free tool that helps you assess the specific situation, your role, and the topic, then gives you safer wording that still sounds human.
Détail du score
Signal du marché
Mise sur le marché
First target mid-career managers and senior ICs in high-trust corporate cultures who attend retreats and skip-level meetings.
A few hundred thousand reachable early adopters in English-speaking knowledge-work sectors
SEO long-tail
$15/month
20 paying users from search traffic and one founder-led post within 30 days
Périmètre MVP · 1–2 semaines
- Create 30 high-risk workplace scenarios covering health, grief, politics, family, substance use, and mental health
- Build a simple web form for role, audience, event type, topic sensitivity, and desired outcome
- Implement an LLM prompt chain that outputs risk level, safer phrasing, and decline scripts
- Add local-only or encrypted storage option so users can keep scenario history private
- Launch a landing page with three use cases and email capture
- Add personalization by role such as IC, manager, executive, and people leader
- Create a browser extension for quick use before calendar events
- Build a script library for polite refusals, partial disclosure, and redirect responses
- Add disclaimer and guardrails that frame output as communication support rather than legal advice
- Run 15 user interviews and refine scenarios with the highest emotional resonance
Différenciation
Pourquoi cela pourrait échouer
Auto-contre-argument — le signal de confiance le plus important
- 1The user may only feel the pain a few times per year, making retention difficult unless the product expands into broader workplace communication prep.
- 2Trust may be too low for people to enter highly sensitive situations into a third-party app, even with strong privacy messaging.
- 3Free AI chat tools may be good enough for many users unless the product clearly outperforms them on workplace-specific judgment and scripts.
Résumé des preuves
Comment l'IA a synthétisé cet aperçu — pas de citations textuelles
A large share of commenters focused on the danger of sharing personal details at work and the mismatch between company encouragement and actual consequences. Several described trust exercises as traps, while others debated whether refusing to share is the safest path. The recurring pattern is uncertainty: workers want help navigating disclosure decisions without harming relationships or careers.
Plan d'Action
Validez cette opportunité avant d'écrire du code
Prochaine Étape Recommandée
Construire
Signaux de demande forts. Vraie douleur et volonté de payer détectées — commencez à construire un MVP.
Kit de Textes pour Landing Page
Textes prêts à coller, basés sur le langage réel de la communauté Reddit
Titre Principal
Workplace Disclosure Risk Coach
Sous-titre
Build a private AI tool that helps employees decide what to share, what to avoid, and how to decline personal prompts in workplace settings. The strongest wedge is pre-meeting and pre-retreat guidance for sensitive topics like health, grief, politics, and family issues.
Pour Qui
Pour Knowledge workers, managers, and executives at medium-to-large employers who regularly attend offsites, 1:1s, performance reviews, or team-building events where personal disclosure may be expected.
Liste des Fonctionnalités
✓ Scenario-based disclosure risk scoring ✓ Rewrite suggestions for safer ways to answer personal prompts ✓ Boundary-setting scripts for meetings, retreats, and manager conversations
Où Valider
Partagez votre landing page sur r/HN · front_page — c'est exactement là que ces points de douleur ont été découverts.
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