iMocha Launches New White Paper on Unlocking ROI Through a Skills-First Lens, Co-Authored with Industry Leaders

Pune, India – April 30, 2026 – iMocha, a leading Skills Intelligence platform, has announced the release of its latest white paper, "Unlocking ROI Through a Skills-First Lens," co-authored by Sujit Karpe, Co-Founder and CTO, iMocha, Rinky Karthik, Sr. Director, Product Success, SAP SuccessFactors, and Don Harbart, Founding Partner, Pajaro Partners LLC — three distinguished industry leaders shaping the future of skills-based talent strategy. The white paper offers enterprise leaders a practical framework for translating skills-first initiatives into measurable business outcomes.

The white paper was officially launched during a recent episode of The Talent Alchemy podcast, hosted by Rinky Karthik, where Sujit Karpe and Don Harbart joined as guests. The episode, titled "The Future of Skills in HR Tech: Why Moving Beyond Jobs Is Critical," explored how organizations can move past static job structures and build a living skills architecture that powers smarter workforce decisions.

Download the white paper: https://www.imocha.io/roi-through-skills-first-lens

Watch the podcast episode: https://youtu.be/lVxfVcC0yZo

‍

Key Themes from the White Paper and Podcast Discussion

The conversation and the white paper surface several insights that are reshaping how enterprises think about skills, talent, and ROI:

• Skills as architecture, not a data layer
  Sujit Karpe emphasized that skills are not just software or a static data layer, but an architecture that runs across every HR system. Acting as a universal language, skills enable connected, trustworthy talent insights, from learning signals on platforms like Udemy to project work in engineering — all feeding into a dynamic skills profile.

• AI and work signals are automating skills discovery
  Don Harbart highlighted how AI and work signals are now automating skills discovery in the flow of work, removing manual overhead and ensuring skills profiles stay current at a pace no traditional system can match.

• Triangulation builds trust in skills data
  Building a skills architecture is not a one-time effort. It requires ongoing triangulation across declared skills, inferred signals, and validation through assessments or certifications. This is what turns skills into a true currency for workforce planning, internal mobility, and ROI.

• AI agents and copilots will orchestrate talent transformation at scale
  The integration of AI agents and copilots will empower leaders to align skills with strategic goals, drive continuous learning, and orchestrate workforce transformations at an unprecedented scale.

‍

Leadership Perspective

Speaking on the launch, Sujit Karpe, Co-Founder and CTO, iMocha, said:

"Enterprises are realizing that skills cannot live in isolation inside a single tool or process. They need to flow across hiring, learning, mobility, and workforce planning as a single connected language. This white paper captures what it truly takes to operationalize a skills-first strategy and translate it into measurable ROI. Co-authoring it with industry leaders has allowed us to bring multiple lenses — technology, talent strategy, and enterprise practice, into one cohesive playbook."

‍

Why This White Paper Matters

As organizations continue to invest in AI, learning ecosystems, and workforce transformation, the question of measurable return on skills investments has moved to the center of the boardroom. Unlocking ROI Through a Skills-First Lens offers HR, L&D, and talent leaders a structured way to:

• Build a connected skills architecture across HR systems
• Combine declared, inferred, and validated skills data to drive trust
• Use AI agents and copilots to orchestrate talent decisions at scale
• Tie skills investments directly to workforce readiness and business ROI

‍

About iMocha

iMocha is a global AI-powered Skills Intelligence platform that enables organizations to adopt and scale a skills-first strategy across hiring, workforce readiness, internal mobility, and continuous learning.

At its core, iMocha leverages AI-driven skills agents to create a closed-loop system - continuously inferring skills from resumes, certifications, and work data; validating them through assessments and conversational AI interviews; and translating them into structured, actionable insights for better talent decisions.

Built on a robust skills taxonomy and ontology, iMocha provides organizations with a dynamic and continuously evolving view of their workforce capabilities and talent landscape.

Designed as an invisible intelligence layer, iMocha seamlessly integrates with existing enterprise systems - HCM platforms such as SAP SuccessFactors and Workday; learning platforms like Degreed and Cornerstone OnDemand; e-learning providers including Udemy, Coursera, LinkedIn Learning, and Pluralsight; as well as ATS solutions like ICIMS and SmartRecruiters - enabling rapid adoption without disrupting existing workflows.