Create a standardized API gateway and normalization layer that enables caller-ID apps to seamlessly report spam signals to telcos in a structured, real-time format. This service would handle data schema translation, consent management, and compliance logging, allowing both parties to meet regulatory requirements efficiently while reducing false positives and improving response times.
Validated on That's Missing platform | Status: Active Opportunity
Market Catalyst & News Trigger
"India forces caller-ID apps to feed spam reports to telcos"
The Workflow Friction
Caller-ID app providers in India are now legally required to share spam and fraud detection data with telecom operators, but current systems are fragmented, manual, and slow. Telcos struggle to integrate third-party spam intelligence due to incompatible formats and lack of standardization. This results in delayed blocking of malicious numbers, increased consumer harm, and regulatory penalties for non-compliance. The absence of a unified protocol creates operational inefficiencies and weakens national spam mitigation efforts.
Problem Summary
Real-world problem signal validation.
One-Shot MVP Builder Blueprint (48 Hours)
Develop a dashboard for caller-ID app developers showing compliance status with Indian telecom regulations, including real-time ingestion logs, schema mapping tools, and error diagnostics. On the telco side, provide a feed explorer to view incoming spam reports, filter by confidence score, and export aggregated trends for internal blocking systems. Include audit trails for regulatory proof-of-compliance.
Recommended Developer Tech Stack
- Node.js
- Kafka
- PostgreSQL
- GraphQL
- AWS Lambda