Biznest
AI/ML
Involvement
Product Strategy
Full-Stack Development
AI/ML Engineering
Cloud Architecture
DevOps
Problems
Manual Research Bottleneck:
Product teams spent 20+ hours weekly transcribing interviews, identifying patterns, and creating reports, creating significant delays between customer conversations and actionable insights.
Insight Fragmentation:
Research data scattered across multiple tools (meeting recordings, spreadsheets, slide decks) made it nearly impossible for teams to maintain a single source of truth or track themes across discovery cycles.
Solutions
Intelligent Integration Layer:
Built seamless connectors with Teams, Google Meet, and Zoom to automatically capture and transcribe user interviews with speaker identification and timestamping.
AI-Powered Theme Detection:
Developed proprietary ML models to identify recurring patterns, pain points, and opportunities across multiple interviews, reducing manual analysis time by 90%.
Visual Strategy Tools:
Created interactive journey mapping and opportunity solution tree generators that transform raw insights into visual frameworks product teams can immediately action.
Collaborative Workflow Engine:
Designed real-time collaboration features enabling cross-functional teams to align on insights, share findings via Slack/Teams, and generate presentation-ready reports with a single click.
What we did?
Architected a scalable cloud infrastructure capable of processing hours of video content with real-time transcription and AI analysis.
Engineered custom NLP models for theme extraction, sentiment analysis, and insight categorisation specific to product discovery workflows.
Built an intuitive drag-and-drop interface for creating journey maps and opportunity solution trees from AI-generated insights.
Developed automated reporting system that generates comprehensive PowerPoint presentations and shareable links.
Implemented role-based access controls and team collaboration features for enterprise product organisations.
Created integrations with popular communication platforms (Slack, Teams) for seamless insight sharing and team notifications.
Key Results & Impact
Tech Stack
Next.js
TypeScript
Node.js
Python
OpenAI API
Whisper API
LangChain
PostgreSQL
Redis
AWS
Siya Tech are a competent dev company. They take the time to fully understand your requirements and deliver them in a timely manner. They have great expertise spanning multiple technologies and offer a turnkey service. Would highly recommend them for other startups or corporate ventures! ideas I had in mind about this highly technical topic to fruition. I wish to recommend him very strongly to anyone looking for a serious, dedicated, and at the same time easygoing and agreeable mobile app developer!
Mark
Co-Founder
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