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FutureReady AI Coaching and Performance Platform
FutureReady is a Norway-based AI coaching platform that analyzes conversations to provide coaching, insights and measurable performance improvements.
Visit project siteNestJSPostgreSQLAI integrationsReal-time processingAnalyticsConversation analysisRecommendation systems
Role
Bledar contributed backend services, AI-powered insight workflows and scalable processing architecture.
What to verify
Developed backend services for processing conversational data.
Result
Contributed to an AI product focused on coaching, feedback and measurable improvement.
Problem
Conversation-heavy teams need structured analysis, useful feedback and performance insights from unstructured dialogue data.
My role
Bledar contributed backend services, AI-powered insight workflows and scalable processing architecture.
Main features
- Conversation analysis workflows
- AI-driven feedback
- Recommendation systems
- Analytics workflows
- Real-time and performance-focused architecture
Architecture
- NestJS backend services.
- PostgreSQL data layer.
- AI integration layer for insights and recommendations.
- Processing workflows for conversational data.
Technical decisions
- Built backend services around structured processing of conversation data.
- Focused AI usage on feedback and recommendation workflows.
- Designed with scalability and performance in mind.
Challenges
- Turning conversational data into useful, structured product insights.
- Balancing AI workflows with reliable backend processing.
Results or impact
- Contributed to an AI product focused on coaching, feedback and measurable improvement.
- Built backend functionality supporting AI-powered analysis.
What I would improve next
- Add more transparent evaluation metrics for AI recommendations.
- Expand observability around processing latency and quality.