Lara Wells-Brooks
Building AI experiences that decode conversation dynamics.
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RedFlag - My official entry for the @Contra HQ x @Bubble challenge! F
Category - Communication
Concept : RedFlag is an AI-powered communication intelligence app designed to help people better understand emotionally complex digital conversations.
The app analyzes messaging interactions and transforms them into structured behavioural insights, helping users identify escalation patterns, ambiguity, emotional pressure, defensiveness, reassurance without resolution, conversational imbalance, and interaction dynamics that are often difficult to interpret in modern communication.
Rather than functioning as a therapy chatbot or simple sentiment analyzer, RedFlag focuses on behavioural communication analysis and interaction structure to create more nuanced and emotionally intelligent insights.
A major differentiator is multilingual conversation analysis, allowing users to analyze conversations across different languages while still receiving structured behavioural insight and communication analysis. This makes the platform accessible across global communication environments and multicultural digital interactions.
RedFlag also includes shareable insight cards, allowing users to share conversation analysis results with friends or others directly from the mobile experience.
Core Features -
AI-powered conversation analysis
Behavioural communication scoring
Escalation and ambiguity detection
Interaction pattern analysis
Communication style breakdowns
Structured behavioural signal extraction
Suggested communication approaches
Multilingual conversation support
Shareable communication insight cards
Mobile-first animated UX
Monetization Strategy -
RedFlag is designed with both consumer and professional monetization paths including:
Freemium conversation analysis
Premium unlimited analysis plans
Advanced behavioural insight reports
Communication coaching tools
Professional plans for HR, recruiters, mediators, coaches, and communication specialists
Future B2B communication intelligence integrations
Why It Matters : Modern communication increasingly happens through fragmented digital conversations where emotional tone, intent, and behavioural dynamics are often difficult to interpret clearly.
RedFlag explores how AI can help people better understand emotionally ambiguous or escalating communication patterns in a more structured and emotionally intelligent way.
Built With Bubble: Built fully using Bubble’s native mobile editor as a mobile first AI communication intelligence experience for the Bubble challenge.
Developed as part of the broader ConversaSure communication intelligence ecosystem.
App Name: RedFlag
Lara Wells-Brooks
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