MongoDB × Apna
MongoDB x Apna, unblocking a monolith to serve 30 million job seekers
90% incident reduction
Monolith bottleneck to scalable reliability
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Why it works
Demand at Apna was already there at scale; the monolithic database was the single constraint choking growth, and removing it produced the step-change in reliability and developer speed the story turns on. The 90% incident reduction and 40% developer productivity gain give buyers concrete numbers to anchor a business case. The explicit outage and scalability pain keep the analysis grounded in efficiency recovered rather than opportunity pursued.
Steal this
Naming the exact constraint ('creating a user profile was becoming a bottleneck') before introducing the solution focuses the reader and makes the step-change results feel inevitable rather than incidental.
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