Modern, story-driven drills built from real AI incidents - not another canned deck. Mapped to each role, re-ranked with the week's incidents, adaptive to every learner. Certificates anyone can verify - examiner included. Backed by learning and behavioral science →
Get on the list - launch-day access, the free Module 1, and the first Brief, straight to your inbox. Founding teams get in first.
No sales call, no IT project.
Tiered, flat per company. Never per seat.
Your team trains on any phone or laptop.
Scores and decision paths per employee, ready for the exam. LMS-ready exports for the training system you already run.
What happened, what it means for your policy, in a 3-minute read. Same watch that feeds the course.
Every module starts with a real, documented incident - then puts your team inside the moment the decision got made. Story-driven and cinematic, built on learning science. Module 1 is free to play today. All 12 unlock September 14 - then new modules every month, a new incident in the Brief every Monday.
Read the real cases: the $25M deepfake CFO - Samsung's ChatGPT leak - the fake case-law filing.



Per-employee completion, per-module scores, decision history, timestamps, certificate IDs - plus a team certificate when everyone finishes. This is the audit-ready export every customer gets.
The annual deck gets clicked through and forgotten within weeks. Ten minutes inside a real incident builds the reflex instead. The learning science behind every choice →
Every module puts the learner inside the incident at the moment of choice - wire it or verify, paste it or don't. Produced like a modern series, not a compliance PDF. People remember decisions they made, not slides they skimmed.
Sprint drills repeat the move - verify out-of-band, check the source, pause the paste - under time pressure, until the safe action is the automatic one.
Learners are scored on both halves of the job: catching what AI gets wrong, and controlling what it touches. Weak spots surface per person, per module.
Completion, scores, decision history, timestamps, certificate IDs - exported per employee (CSV and PDF today; LMS-ready SCORM/xAPI on the roadmap). "Prove your people were trained" gets a file, not a promise.
New incidents become new modules every month - and the Monday Brief covers the attack that made the news that week. Your team trains on the attack that made the news last Monday, not a deck written two years ago. And every learner makes it smarter.
One incident, one skill, one certificate - about 25 minutes start to finish. Short enough to finish between meetings; memorable enough to matter in one.
A marketing analyst and a finance lead face different AI risks. The curriculum maps to each role - marketing, finance, engineering, HR, leadership. Different modules, not one-size-fits-all.
Sid Yenamandra has spent his career in cybersecurity and compliance - founding Entreda (acquired by Smarsh), and a decade in the SEC/FINRA exam cycle. A parallel entrepreneur, he is also Founding Managing Partner of Surge Ventures and Founder & CEO of SurgeONE.ai, which automates Regulatory Ops for financial firms - compliance, cybersecurity, and data governance workflows.
AI Safety 101 turns real incidents into 10-minute drills with verifiable, examiner-ready proof - new modules every month, grounded in peer-reviewed learning science.
An engineer first - Berkeley EE/CS, Silicon Valley - his career runs from designing chips to governing the AI workflows firms now depend on. More about the founder →
Short drills your team actually finishes - not an annual deck nobody remembers.
Never per seat - AI risk comes from the one person you didn't train. Join the list - founding teams go live first on September 14. Role-mapped tracks for marketing, finance, engineering, HR, and leadership. Enterprise by conversation.
Every completion earns a verifiable per-employee certificate - seal, score, unique CERT ID - plus an evidence file built to the standard examiners ask for.
Every mechanic backed by peer-reviewed learning and behavioral science →
Prefer invoice? Talk to us - ACH or check.
Delivered with the course, scoped per engagement - never priced off a rate card. Talk to us and we shape it to your team.
Your leadership inside a live AI incident: the deepfaked CFO, the leaked repo, the regulator's letter. Facilitated virtual session, half-day, up to 15 people.
90 minutes that changes how the top floor talks about AI - what it can touch, what it must never, and who is accountable. Leadership-only session.
Your AI systems probed the way an attacker would - prompt injection, data exfiltration, agent misuse. Delivered with a specialist partner, scoped per client.
Your policies, your tooling, your incident types - built into a scored module your team trains on, with the same evidence file.
No course can be - SOC 2 has no AI training module. You get what examiners ask for: documented evidence your people trained and scored on real scenarios.
All of them, with sources shown inside each module. Samsung, the $1 Tahoe, Mata v. Avianca, the $25M deepfake call.
No vendor can satisfy it for you - the duty sits with your firm. What this course produces is the documented evidence your policy requires: completion records, scores, decision history, and certificates anyone can verify at /verify. That file is what an examiner asks for.
New modules every month, built from the latest documented AI incidents - the library you buy today keeps growing, and every new module lands in your plan. Plus a new incident in the Brief every Monday.
Make sure your team trained on the last one - with training they'll actually finish.
Get on the listWe come back within one business day with times to talk.
Work email and company - the full module unlocks instantly. One follow-up, no spam.