Delivered MVP; expansion designed - An expert AI coach with voice and memory
Turning an expert's knowledge into an interactive voice coach. Delivered MVP; expansion designed.
- Client
- mAIvrix
- Year
- Service
- Voice AI, Knowledge retrieval, Memory, SaaS architecture
- Engagement
- Delivered MVP; expansion designed
The Challenge
The project needed to test whether an expert persona could answer real questions from a knowledge base through voice and chat.
The Approach
BeeNex delivered a single-mentor coaching MVP with a retrieval knowledge base, AI persona, voice interaction, conversational memory and connected frontend. A separate design proposed mentor isolation, onboarding, streaming interaction and usage billing for a SaaS expansion.
Capabilities
- Single-mentor MVP
- Knowledge ingestion and retrieval
- AI persona
- Voice interaction
- Conversational memory
- Connected frontend
- Proposed multi-mentor isolation
- Proposed self-service onboarding
- Proposed usage billing
Workflow
- Ingest mentor knowledge
- Retrieve context
- Hold voice/chat conversation
- Maintain memory
- Present connected frontend
- Design multi-mentor and monetization extension
- Retrieval-augmented generation
- Conversational backend
- AI memory
- ElevenLabs (Phase 2 integration)
- Stripe (Phase 2 design)
Engagement Outcome
The MVP validated the single-mentor persona, knowledge ingestion, voice interaction and real conversations. BeeNex then defined a separate path toward a multi-mentor SaaS platform.
Scope in the record
- Mentor in the delivered MVP
- 1