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Author Nitin Rai

Nitin Rai

Lead Product Manager
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Nitin is a lead product manager on the Docusign team building Maestro. Based out of Bangalore, he focuses on enhancing Maestro's usability and driving adoption, including simplifying the user journey to ensure customers can effortlessly create their own automations. Prior to Docusign, Nitin spent 14 years working across the technology, semiconductor, and aerospace sectors, including serving as a Product Lead at Reliance Jio where he spearheaded the product development and integration for JioSign. Outside of work, he enjoys building LEGOs, cycling, playing cricket, and traveling to explore new places.

Engineering

How AI Streamlined One of the Most Tedious Parts of Building a Maestro Workflow

Manual field mapping was one of the most common sources of user-reported errors in Maestro workflows. Traditional semantic matching couldn't help because most eSign templates lack meaningful field labels. So we built a two-stage AI pipeline that identifies what each field represents by analyzing the document visually, then auto-maps those fields to Web Form data, cutting configuration time from 30 minutes to 20 seconds.

How AI Streamlined One of the Most Tedious Parts of Building a Maestro Workflow

Latest posts

Engineering

How AI Streamlined One of the Most Tedious Parts of Building a Maestro Workflow

Manual field mapping was one of the most common sources of user-reported errors in Maestro workflows. Traditional semantic matching couldn't help because most eSign templates lack meaningful field labels. So we built a two-stage AI pipeline that identifies what each field represents by analyzing the document visually, then auto-maps those fields to Web Form data, cutting configuration time from 30 minutes to 20 seconds.

Author Nitin Rai
Nitin Rai
How AI Streamlined One of the Most Tedious Parts of Building a Maestro Workflow