Manual profiling bottleneck
Onboarding relied heavily on human review of resumes, LinkedIn profiles, and program details. This capped scale at around 250 users per month.
Case Study · Mentorcloud
Global mentorship platform scaled personalization with AI on AWS
80% profiling reduction
60% better matches
70% faster launches
About the company
Mentorcloud is an enterprise mentorship platform that powers structured, high-impact mentoring programs. It helps organizations understand participants deeply, match mentors and mentees accurately, and deliver contextual guidance throughout the mentorship journey.
The challenge
The problem statement
Low match accuracy
Nearly 60% of mentees received recommendations misaligned with their goals, leading to disengagement and costly failed matches.
Context gaps for mentors
Mentors spent up to an hour gathering background information before each session due to fragmented data spread across documents and external profiles.
The approach
How Lyzr solved it
Mentorcloud deployed a modular, multi-agent mentorship engine using Lyzr on AWS - built for automation, scale, and enterprise-grade security.
Automated profile extraction
Agents processed resumes and LinkedIn data into structured summaries in minutes.
Program context generation
Program documents were distilled into goals, themes, and evaluation criteria.
Real-time mentorship chat
A context-aware agent enabled personalized mentor–mentee conversations at scale.
Secure multi-tenant setup
The platform ran across three AWS Availability Zones with SOC 2, GDPR, and ISO 27001 compliance.
Results
The outcome
Higher match accuracy
Match alignment increased to 92%, cutting mismatches by two-thirds and improving program engagement.
Large-scale onboarding
Automated profiling expanded onboarding capacity from 250 to 1,400 users per month with only two FTEs.
Faster program launches
New enterprise programs were deployed in under three weeks, instead of the previous 2–3 months.
Security
How Lyzr handled security
Compliance
Lyzr Agent Platform is SOC2, GDPR, and ISO 27001 compliant, ensuring enterprises can run their critical workloads safely.
Data Residency
The data resides within the customer's own cloud, ensuring100% ownership and adherence to data residency requirements.
Reflection
Lyzr's reflection module reduces the chances of hallucination. This feature is enabled in most critical applications for higher accuracy.
More stories
Similar case studies
Security Provider
Digital Trust & Security Provider Automated Competitive Intelligence with Lyzr
Explore Case Study
Advertising Group
Global Advertising Group Accelerated Media Planning Research with Lyzr
Explore Case Study
Enterprise AI Transformation
Global Enterprise Streamlined HR, Engineering & QA with Lyzr
Explore Case Study
Got a use case in mind?
8 weeks to production.
8 weeks to production.
What does your first agent look like?
Every deployment in this case study started with one conversation. Bring your use case, your stack, your constraints. We'll show you the path from here.