The model was the easy
Asif Hameed
The model was the easy part.
A client's hiring volume kept climbing. Their recruiting team didn't. Every new role meant more resumes than anyone could read, and good candidates went cold while they waited.
They didn't need a smarter model. They needed a pipeline. So that's what we built.
→ Sourcing from LinkedIn, Indeed and their own candidate database in one place
→ Real-time resume scoring against each role
→ Twilio SMS and voice outreach to the top matches
→ A live ranked dashboard recruiters open every morning
Time to shortlist went from 5 days to 6 hours. 800+ candidates scored every week. Zero new recruiters hired.
Same lesson as CasePath. The AI only pays off when it's wired into the workflow people already use, and when they can see why it ranked someone first.
If one repetitive workflow is eating your team's week, that's usually where an AI agent earns its keep first.
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Posted Oct 2, 2026
The model was the easy part. A client's hiring volume kept climbing. Their recruiting team didn't. Every new role meant more resumes than anyone could read, ...
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