Designing an AI-driven API Connector Builder for Innovaccer's Data Platform - Gravity

Designing an AI-driven API Connector Builder for Innovaccer's Data Platform - Gravity

Designing an AI-driven API Connector Builder for Innovaccer's Data Platform - Gravity

Designing an AI-driven API Connector Builder for Innovaccer's Data Platform - Gravity

Designing an AI-driven API Connector Builder for Innovaccer's Data Platform - Gravity

Designing an AI-driven API Connector Builder for Innovaccer's Data Platform - Gravity

My Role

Product Designer II - Product Strategy, User Flows, Prototyping, Visual Design

Team

Saumya Srivastava (PM)
Ankush Soni (EM)
Chanpreet, Nishant (Devs)

Overview

Building AI-driven API Connector Builder to facilitate real-time ETL of Innovaccer's customer data into our databases.

AI helps pre-selecting API endpoints based on usecases, with Human-in-the-Loop for approving it.

Accompanied by the AI Agent's intelligence, connectors could be built in hours v/s the manual process that took months!

About Innovaccer

HealthTech | Indian Unicorn 🦄 | Last round raised: Series F

Every healthcare organization wants to deliver personalized care at lower costs. This is difficult to do with so much information scattered across different systems.

That’s where Innovaccer comes in, which works with healthcare org. - like CommonSpirit Health, Kaiser Permanente etc., to supercharge their existing software with true intelligence. Innovaccer activate the power of their data to create connected, digital experiences across the continum of care.

About the problem

APIs are the lifeblood of contemporary healthcare, linking EHRs to CRMs, RCM systems to VBC platforms & lab systems to billing systems. Healthcare teams struggle to manually process esoteric API documentation, authoring orchestration logic by hand, working with numerous endpoint variations, dealing with FHIR and proprietary formats & flying blind with no execution visibility.

All these takes months for figuring this out manually!

We're trying to automate this redundant process of figuring out the API endpoints based on the Medical Record software documentation fed into the system. It's a comprehensive orchestration system that actually:

  1. Reads and understands API docs

  2. Maps endpoint relationships that documentation never explains

  3. Figures out authentication flows

  4. Suggests the right endpoints based on your data needs

  5. Generates production-ready code &

  6. Tests everything automatically.

The real magic? Users with Human-in-the-Loop, can have an actual control when AI drives the process!

Our Objectives

Our Objectives

1

HMW empower the user to generate a new API Connector from EHR's documentation?

1

HMW empower the user to generate a new API Connector from EHR's documentation?

1

HMW empower the user to generate a new API Connector from EHR's documentation?

1

HMW empower the user to generate a new API Connector from EHR's documentation?

1

HMW empower the user to generate a new API Connector from EHR's documentation?

2

HMW design an AI Agent to help the user in figuring out the endpoints/workflows for their use case?

2

HMW design an AI Agent to help the user in figuring out the endpoints/workflows for their use case?

2

HMW design an AI Agent to help the user in figuring out the endpoints/workflows for their use case?

2

HMW design an AI Agent to help the user in figuring out the endpoints/workflows for their use case?

2

HMW design an AI Agent to help the user in figuring out the endpoints/workflows for their use case?

3

HMW we use an existing API Connector to act as an template for the user to build on top of that?

3

HMW we use an existing API Connector to act as an template for the user to build on top of that?

3

HMW we use an existing API Connector to act as an template for the user to build on top of that?

3

HMW we use an existing API Connector to act as an template for the user to build on top of that?

3

HMW we use an existing API Connector to act as an template for the user to build on top of that?

Impact & accomplishments

Impact & accomplishments

Reducing the Data Connector's development time from 4-6 weeks to 2-3 days
Reducing the human effort by 90%

that were spent on understanding the customer's use case before fetching the data

Intrigued? Want to see more…?

Since this project is covered under NDA, please reach out to me personally if you have any questions regarding my work.

©KartikeyShandilyaPortfolio

©KartikeyShandilyaPortfolio

©KartikeyShandilyaPortfolio

©KartikeyShandilyaPortfolio

©KartikeyShandilyaPortfolio

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