Using freelance talent, Crowdbotics’ AI efforts have been able to improve the accuracy of project estimates for its clients. “If you are building something like a database-driven web application, we have the capability to improve development. This includes suggesting using specific libraries in development. In some cases, we can cut total development time in half,” says Kulkarni.

But Kulkarni offers caution to organizations starting out with AI. In Crowdbotics’ experience, improved estimation and automation only succeeds in cases where the AI has meaningful historical information to reference. So, if you are developing something completely new, consider whether AI is truly right for you.

Here, tapping contractors may be the best first step in finding out.

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