EdTech Company Reinvents Career Connections with AI-Powered Matching on AWS

Artificial Intelligence & MLOps

Generative AI

Education Technology

At a glance

Pathful modernized its career readiness platform with AWS and Caylent, building an AI-powered matching engine that connects students with industry professionals more efficiently and at scale. The solution leverages generative AI, natural language processing, and cloud-native services to enrich profiles, standardize data, and deliver personalized connections. As a result, Pathful expects a 70% reduction in infrastructure costs, a session delivery rate above 90%, and a foundation for more scalable, meaningful career experiences.

Solution Implemented

→ Built an AI-powered matching engine using natural language processing and generative AI to standardize and enrich educator session requests and professional profiles.

→ Integrated Amazon API Gateway, AWS Lambda, and Amazon Cognito for secure, scalable backend services and identity management.

→ Developed the front end using AWS Amplify for isolated environments, streamlined management, and testing.

→ Leveraged Amazon Bedrock's generative AI capabilities to enrich profiles with standardized metadata and enable AI-powered suggestions.

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Outcomes Expected

→ Projected 70% reduction in infrastructure costs.

→ Expected session delivery rate above 90%.

→ Improved ability to create relevant, personalized student-professional matches without extra input from users.

"For us, Caylent has become an essential partner that amplifies our team's capabilities, helping us accelerate innovation and deliver value to our students and educators faster than we could on our own."

Paul Johansen

Chief Product and Technology Officer

Company

Pathful is an education technology company that ensures K-12 students are prepared for the world of work through robust career readiness activities, including live and on-demand experiences with industry professionals. Pathful empowers learners on their career path and partners with companies across the US to help them develop their future talent pipeline and engage their employees in volunteerism.

https://pathful.com/

Location

Raleigh, NC

Industry

Education Technology

Services

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