Lead generation performance
AI-powered lead engagement increased coverage, improved qualification accuracy, and reduced marketing costs.
2.30%
revenue gain
500K+
conversations
0.51×
efficiency ratio*
45%
OpEx saved


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A fast-growing housing finance provider needed to expand its lead acquisition pipeline while managing operational costs. Manual processes were inefficient, costly, and lacked scalability. Gnani.ai introduced an AI-based engagement engine to solve these challenges.