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18 June 2026
Black Mirror

Black Mirror

AI automates the grunt work. Black Mirror gamifies the judgment. We’re rebuilding the legal ladder: An interactive training platform that turns junior associates into independent strategists.

Alisa KuckelandWebsite

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About the Project

Black Mirror is a gamified training platform that rebuilds the career ladder AI is quietly removing. As AI absorbs the drafting, research, and routine work that once trained junior lawyers, firms face a real problem: how do you develop judgment when no one learns by doing anymore? Black Mirror answers this by turning training into practice. Associates play through branching legal cases as a choose-your-own-adventure — every decision carries real consequences, weak choices route into a playable "second chance with consequence," and an AI mentor reviews their actual written briefs for structure, style, and substance. With career levels, XP, and badges, it makes building real legal judgment a habit — and lets every firm turn its own expertise into playable cases.

It's a team development with Barbara Richter.

Practice Areas

Key Features

🔀 Branching decision scenarios — Choose-Your-Own-Adventure cases where every choice shapes the path. There is no single "next slide"; the case reacts to you.

🔄 Playable rescue paths ("second chance with consequence") — a wrong decision doesn't end the case. It routes you into a real, playable recovery scenario that rejoins the main track — mirroring how mistakes actually play out in practice. A clean run is the only way to a perfect score.

📋 Three question types in one flow — branching judgement calls, multiple-choice with a tailored explanation for every option, and open free-text answers.

🤖 AI-powered assessment

📄 AI-evaluated written work — associates type an answer or upload their own Word document (a real Schriftsatz). The AI reads it and returns a structured review: structure, spelling, writing style, and substantive quality.

✅ Argument coverage — it shows exactly which of the case's key arguments the associate covered and which they missed.

🚀 Engagement & progression

🪜 Career ladder — advance Trainee → Junior Associate → Associate → Senior Associate → Counsel → Partner by earning XP.

⭐ Badges and daily streaks — including the "Perfect Analysis" badge, only reachable on a flawless run.

💼 For the firm (admin)

🛠️ Self-service authoring — partners and L&D teams create their own categories, cases, and steps, then publish with one toggle. No engineers required.

🪄 AI case generation from documents — turn existing firm materials into ready-to-play training cases.

🌐 Built for scale

🇩🇪🇬🇧 Bilingual-ready — the same platform runs a German and an English interface over one shared backend (live demo: both versions side by side).

🔒 Secure, single sign-on — authenticated access with role-based admin

Help Needed

Always open for feedback and new ideas.

About the Creator

AK
Alisa Kuckeland
Principal Associate at Freshfields