Your experts know more than any document can capture. Their experience, judgment, and practical know-how and tacit knowledge (wisdom) surface in mentoring conversations. MentorCloud AI drives those conversations, distills what matters, and delivers that human intelligence to your entire workforce. Aina turns insights from your own people into trusted, actionable answers, with the context and citations employees need to act with confidence. That is MentorCloud AI.
Aina Intelligence
TRUSTED BY CATEGORY-LEADING ORGANIZATIONS
Marriott International
Cleveland Clinic
Walmart Vriddhi
Aditya Birla Group
IESE Business School
Make My TripWhy tacit knowledge matters now in the AI era
"Nobody sort of has a line item in their balance sheet called tacit knowledge, but we take it for granted that because we have human capital, we have it."
— Satya Nadella, Chairman and CEO of Microsoft, on a podcast with Reid Hoffman in June 2026
Documents capture what people can write down. Tacit knowledge is different: the experience, judgment, intuition, and know-how your experts build by doing the work. When they leave, much of it goes with them.
AI tools increasingly draw on the same models and written sources. MentorCloud AI brings your own experts' knowledge into the picture through real mentoring conversations.
Aina makes that tacit knowledge available, even when the experts themselves are not.
MentorCloud connects your people with experts. MentorCloud AI helps scale the wisdom they share.
PROVEN FOUNDATION
Drive purposeful mentoring and coaching programs through intelligent matching, 1:1 and group mentoring, peer learning, and program management.
Connect people. Develop talent. Share expertise.
Key FeaturesOPTIONAL AI LAYER · EARLY ACCESS
Distill tacit knowledge from authorized mentoring conversations and make expert wisdom accessible through Aina, our AI-powered answer engine.
Preserve wisdom. Deliver contextual intelligence. Scale expertise.
Mentoring is our foundation. AI is our evolution. Human wisdom is at the heart of both.
How it works
MentorCloud AI drives mentoring conversations to capture tacit knowledge, distills Intelligence Nuggets from those conversations using ontology and knowledge graphs, and delivers them to your employees via our AI-powered answer engine, Aina.
MentorCloud AI drives 1:1, group, and peer mentoring conversations where experts share the know-how that never make it into any documents.
MentorCloud AI uses speech-to-text, semantic chunking, embeddings, entity/relation extraction, ontology and knowledge graphs to generate Intelligence Nuggets.
Our AI intelligence layer, Aina, provides contextual answers (TINs) with appropriate citations for context and authenticity.
Outcomes
Real results from one of the world's largest global enterprises.
*ROI calculation based on 7,500 program participants.
"The organizations that win in the AI era won't be the ones with the best AI models. They'll be the ones who build systems that feed human intelligence data to those AI models for enterprise context and authenticity."
— Ravishankar Gundlapalli PhD
Founder & CEO, MentorCloud AI
Use Cases
Put the collective know-how and tacit knowledge of your experts to work, to accelerate onboarding, leadership development, and everyday performance.
HOW MENTORCLOUD AI ENHANCES IT
Learns how experienced colleagues navigate real situations, then gives new hires access to that wisdom as they get started.
ROI Measure
Reduced time-to-productivity
HOW MENTORCLOUD AI ENHANCES IT
Learns how experienced leaders approach prioritization, conflict, and difficult decisions, then makes that wisdom available to emerging leaders.
ROI Measure
Faster bench readiness and lower external hire cost
HOW MENTORCLOUD AI ENHANCES IT
Gives employees on-demand answers grounded in the experience of the organization's experts, even when those experts are not available.
ROI Measure
Lower attrition of critical employees and higher performance from the average employee
Strategic Partners
Early Access
Mentoring Platform is already live with users from 100+ countries. Join the founding cohort shaping MentorCloud AI, the tacit knowledge engine for enterprise AI.