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Staffing MarketplaceSourced

Case Study: Instawork scales candidate screening 50x with Vapi

Instawork Case StudySourced & dated by Case Study Desk
Key facts · TL;DR
Company
Instawork
Industry
Staffing Marketplace
Challenge
Manual screening calls scaled cost linearly and strained quality at peak.
Headline result
Labor marketplace moved from manual screening calls to voice AI at scale

Key results

50x
Increase in screenings
+30%
Increase in successful skills matching
30 days
From concept to production
85%
Lower cost per call

The challenge

Instawork manually conducted every screening call for its labor marketplace, causing cost to scale linearly with demand and quality to vary during peak volumes. Existing tools could not support high-volume, real-time voice interactions across platforms.

The solution

Instawork deployed Vapi's voice AI platform for engineering control over agent logic and models, with dashboards for non-technical teams. Vapi's forward-deployed engineering support enabled rapid deployment.

Vapi has been a great partner for Instawork. Their platform allowed us to scale to millions of calls reliably with no performance issues, while giving our engineering, product, and operations teams a powerful and flexible way to build and manage voice agents.

AS
Adam Stepinski
VP of Engineering, Instawork

The results, in context

Vapi reports a 50x increase in screenings, a +30% increase in successful skills matching, 30 days from concept to production, and 85% lower cost per call, with millions of calls handled at scale. These figures are quoted from Vapi's Instawork customer page and dated to that public source.

Products used

Vapi Vapi Voice AI Platform