29/07/2026
Founder Office Hours: Building Data-Driven and AI-Ready Products
At SSN iFound, we had the privilege of hosting Founder Office Hours with Asif Mansoor Amanullah, an SSN alumnus and Data Engineer at Apple, for a curated group of startups building data-driven and AI-powered products.
The session began with a Founder Roundtable, followed by one-on-one mentoring discussions with startups spanning AI analytics, Industry 4.0, AgriTech, geospatial intelligence, and telecom infrastructure.
While each startup addressed a different market, the conversations converged on a common theme: building products that can scale through strong data foundations.
Some key takeaways from the session:
💡 Context matters as much as the technology.
💡 Data readiness precedes AI readiness.
💡 Communicate the value proposition with clarity.
💡 Design for scale from the beginning.
Whether working with manufacturing data, satellite imagery, enterprise analytics, or network telemetry, scalable data architecture is a long-term strategic advantage.
We sincerely thank Asif Mansoor Amanullah for generously sharing his time, experience, and practical insights with our founders.
At SSN iFound, we remain committed to connecting startups with accomplished industry leaders and alumni to accelerate learning, refine products, and strengthen entrepreneurial journeys.
It is always inspiring to see our alumni return to mentor the next generation of founders and contribute to the growth of the startup ecosystem.
