AI Impact Summit

Global AI Impact Commons

Blue Dot Experiment

Blue Dot Experiment

India flag

India

Education

High replicability and adaption

Implementing Organisation

ONEST (Open Network for Employment & Skilling Transformation)

India, Karnataka, Bengaluru

Other

Implementing Point of Contact

Gaurav Gupta

Chief Growth Officer

Contributor of the Impact Story

ONEST (Open Network for Employment & Skilling Transformation)

Year of implementation

2023

Problem statement

Local labour markets remain fragmented and opaque, with trained candidates and job opportunities largely undiscoverable to one another. Employers, especially MSMEs, face high search costs and delays in hiring, while job seekers lack trusted, local visibility. Existing job platforms are platform-centric and poorly suited to hyperlocal and informal employment contexts, creating a need for open, interoperable discovery mechanisms. The disconnect between trained graduates and nearby employers often results in prolonged hiring cycles and underutilised local skills, even where training capacity exists.

Impact story details

ONEST is an open, interoperable network initiative incubated by the EkStep Foundation to enable discovery, access, and delivery of education and skilling opportunities across providers. It is designed using digital public infrastructure principles to reduce fragmentation in the education and skilling ecosystem by allowing multiple platforms, institutions, and services to interoperate through shared protocols.

AI Technology Used

Machine Learning Natural Language Processing

Key Outcomes

Other - The use case demonstrated that open, interoperable infrastructure can make job seekers

opportunities digitally visible

trusted at a local level. By enabling verified profiles

real-time discovery, Blue Dot reduced friction in employment matching

showed how hiring can occur without reliance on closed, platform-centric job systems

Impact Metrics

Implementation Context

Pilot

India (Karnataka, Uttar Pradesh, Haryana, Assam, Maharashtra, Jharkhand)

Learners, job seekers, training providers, and employers across India; particularly relevant for youth and working-age populations seeking skilling and upskilling opportunities.

Key Partnerships

EkStep Foundation, ONEST, Karnataka Skill Development Corporation (KSDC), Head Held High Foundation, Deshpande Skilling, UNNATI Foundation Gigin.ai

Replicability & Adaptation

Moderate

Core network principles are transferable, but employment and skilling contexts require local institutional onboarding and regulatory alignment.

Supporting Materials

* The data presented is self-reported by the respective organisations. Readers should consult the original sources for further details.