Investor validated US$ 25–50M thesis via real-time server and user engagement analysis
07 Apr 2020
1 min read
In-depth analysis of server logs, product roadmap and system architecture in tech diligence of an Ed-tech platform
Context
- Deal type: Growth
- Deal size: US$ 25M - 50M
- Duration: 4 weeks
Key Findings
- Confirmed number of users through server logs (triangulated through 2-3 other approaches)
- Studied behavior pattern of Paid user vs. Free user to confirm differential engagement
- Validation of server-level parameters (storage, data flow, infrastructure bills) to confirm engagement time
- Evaluated robustness and scalability of IT architecture and infrastructure
- Assessed use cases and scope of AI / ML models to improve user experience
- Understood capability to innovate through mapping of competency and expertise of product and tech team