1M+ players flooded a Super Bowl puzzle chatbot. A real-time AI security layer absorbed the surge and blocked malicious prompt injections.
A global entertainment conglomerate turned a Super Bowl commercial into a weeks-long interactive puzzle hunt designed for over a million simultaneous players.
The campaign required a custom chatbot capable of interacting safely with an all-ages audience while withstanding extreme traffic surges and...
“For this to work, it didn’t just have to function — it had to function in a trusted, safe way. When we started, there were no technical requirements. The only guidance we got was that it needed to safely support millions and millions of people — something no one had ever done before.”
YouTube content production and brand management company.
AI-powered CRM platform for sales, service, marketing, and commerce teams.
Beast Industries's Chatbot security is part of this use case:
Related implementations across industries and use cases
Millions needed guidance during a Super Bowl puzzle event. An AI handled 10K queries per minute, nudging theories without leaking answers.
14s lags limited AI play to <5%. Cutting latency 4x unlocked real-time tactics, driving AI modes to >60% of total gameplay share.
Daily updates delayed new content. A unified database now runs twice-daily refreshes with zero downtime.
Generic tools misread student nuance, triggering false alarms. Now, an AI judge evaluates context, alerting teachers only to true crises.
Keyword filters missed toxic sarcasm. Analysts now deploy GenAI safety models via SQL in one day, scanning millions of posts instantly.
Complex headcount reporting meant tedious manual data slicing. Now, HR uses AI prompts to instantly generate CFO-ready talent insights.
Answering 'mediums or hards?' once meant pulling an engineer for minutes. Now the whole field's tire feedback surfaces in a chat query.
Misclassified tickets drove needless escalations. Now, an AI agent auto-routes cases and surfaces 1-click resolutions for support teams.
Each incident sent engineers hunting for context from scratch, inconsistently across teams. Edwin AI now delivers it upfront.
1M+ players flooded a Super Bowl puzzle chatbot. A real-time AI security layer absorbed the surge and blocked malicious prompt injections.
A global entertainment conglomerate turned a Super Bowl commercial into a weeks-long interactive puzzle hunt designed for over a million simultaneous players.
The campaign required a custom chatbot capable of interacting safely with an all-ages audience while withstanding extreme traffic surges and...
“For this to work, it didn’t just have to function — it had to function in a trusted, safe way. When we started, there were no technical requirements. The only guidance we got was that it needed to safely support millions and millions of people — something no one had ever done before.”
YouTube content production and brand management company.
AI-powered CRM platform for sales, service, marketing, and commerce teams.
Beast Industries's Chatbot security is part of this use case:
Related implementations across industries and use cases
Millions needed guidance during a Super Bowl puzzle event. An AI handled 10K queries per minute, nudging theories without leaking answers.
14s lags limited AI play to <5%. Cutting latency 4x unlocked real-time tactics, driving AI modes to >60% of total gameplay share.
Daily updates delayed new content. A unified database now runs twice-daily refreshes with zero downtime.
Generic tools misread student nuance, triggering false alarms. Now, an AI judge evaluates context, alerting teachers only to true crises.
Keyword filters missed toxic sarcasm. Analysts now deploy GenAI safety models via SQL in one day, scanning millions of posts instantly.
Complex headcount reporting meant tedious manual data slicing. Now, HR uses AI prompts to instantly generate CFO-ready talent insights.
Answering 'mediums or hards?' once meant pulling an engineer for minutes. Now the whole field's tire feedback surfaces in a chat query.
Misclassified tickets drove needless escalations. Now, an AI agent auto-routes cases and surfaces 1-click resolutions for support teams.
Each incident sent engineers hunting for context from scratch, inconsistently across teams. Edwin AI now delivers it upfront.