+48%jobs posted with complete descriptions
+19%applications per job
< ₹1average AI cost per description
About the client
An HR-tech platform for Indian SMEs, based in Gurugram, Haryana, operating in the it, saas & startups sector.
The problem
Customers struggled to write job descriptions, which reduced the quality of applications on the platform.
What we did
- AI feature generating job descriptions from a few inputs
- Prompts tuned for Indian roles, salary formats and locations
- Guardrails against biased or discriminatory wording
- Cost controls with caching and model selection
- A/B test against the old blank form
Outcome
- +48% jobs posted with complete descriptions
- +19% applications per job
- < ₹1 average AI cost per description
Services involved
Generative AI & LLM Integration · AI Automation
Client identity withheld. This anonymised case study is an illustrative example of our approach; figures are indicative and results vary by business, market and budget.





