People First + (AI) :: India

SkillLab360

The SkillLab360 project evolved into something extraordinary: workforce enablement at national scale.

We built a system that could ๐œ๐จ๐š๐œ๐ก ๐š๐ง๐ฒ๐จ๐ง๐žโ€”๐ฐ๐ก๐ข๐ญ๐ž ๐œ๐จ๐ฅ๐ฅ๐š๐ซ ๐จ๐ซ ๐›๐ฅ๐ฎ๐ž ๐œ๐จ๐ฅ๐ฅ๐š๐ซโ€”๐ญ๐จ ๐ฉ๐ž๐ซ๐Ÿ๐จ๐ซ๐ฆ ๐ฌ๐ฉ๐ž๐œ๐ข๐š๐ฅ๐ข๐ณ๐ž๐ ๐ญ๐š๐ฌ๐ค๐ฌ, regardless of prior experience, language, or education. In real time. On the job.

If you could talk to the app, it would talk back and ๐—ฐ๐—ผ๐—ฎ๐—ฐ๐—ต ๐˜†๐—ผ๐˜‚ ๐˜๐—ต๐—ฟ๐—ผ๐˜‚๐—ด๐—ต ๐˜๐—ต๐—ฒ ๐˜„๐—ผ๐—ฟ๐—ธ ๐—ถ๐˜๐˜€๐—ฒ๐—น๐—ณโ€”whether you were a tax officer in Andhra Pradesh or a pump operator in rural Maharashtra.

Sure, structured training still mattered for mastery. But the real innovation was ๐—ผ๐—ป-๐—ฑ๐—ฒ๐—บ๐—ฎ๐—ป๐—ฑ, ๐˜ƒ๐—ผ๐—ถ๐—ฐ๐—ฒ-๐—ฑ๐—ฟ๐—ถ๐˜ƒ๐—ฒ๐—ป ๐—ฐ๐—ผ๐—ฎ๐—ฐ๐—ต๐—ถ๐—ป๐—ด that met people where they wereโ€”on their phones, in their own languages (Telugu, Hindi, Marathi, English)โ€”and ๐—ต๐—ฒ๐—น๐—ฝ๐—ฒ๐—ฑ ๐˜๐—ต๐—ฒ๐—บ ๐—ฑ๐—ผ ๐˜๐—ต๐—ฒ ๐—ท๐—ผ๐—ฏ, ๐—ป๐—ผ๐˜ ๐—ท๐˜‚๐˜€๐˜ ๐—น๐—ฒ๐—ฎ๐—ฟ๐—ป ๐—ฎ๐—ฏ๐—ผ๐˜‚๐˜ ๐—ถ๐˜.

At its heart, it was about ๐ฐ๐ž๐š๐ฅ๐ญ๐ก ๐ž๐ง๐š๐›๐ฅ๐ž๐ฆ๐ž๐ง๐ญ ๐š๐ง๐ ๐ž๐ช๐ฎ๐ข๐ญ๐ฒ: giving employers access to more smart, capable people and giving workers the means to step confidently into specialized roles.

We were flattening the talent pyramidโ€”๐˜‚๐—ป๐—น๐—ผ๐—ฐ๐—ธ๐—ถ๐—ป๐—ด ๐—ถ๐—ป๐˜๐—ฒ๐—น๐—น๐—ถ๐—ด๐—ฒ๐—ป๐—ฐ๐—ฒ, ๐—ป๐—ผ๐˜ ๐—ฐ๐—ฟ๐—ฒ๐—ฑ๐—ฒ๐—ป๐˜๐—ถ๐—ฎ๐—น๐˜€.

Mobile Agentic Software + RAG
AI x (custom for each client)
SkillLab360

  • Interactive voice and text-based coaching

  • In real time, in the real world

  • Delivering real knowledge material โ€“ tax codes, plumbing diagrams, maths, nursing translations

  • Meet the worker where they speak: Telugu, Marathi, Hindu, English โ€ฆ

  • Meet the worker where they are: education, culture

  • Full administrative backend and reporting with the ability to inject data driven coaching and worker formation

Use cases

  • A tax code written in 1946, in English, updated almost weekly in Hindi, applied by Field Agents speaking in Telugu, needing to know if the tax code applies to the people in front of them

  • Tens of thousands of junior plumbers coming from villages and entering villages to connect water to every home, calculating the dynamic head of the local well so as to order the right pump

  • Training nurses needing to translate German medical terms and cultural dictums into their Marathi