MentorNeko

Features

• AI-powered matching with rationale

  Two matching modes: structured scoring across configurable dimensions, or AI-first ranking with natural language prompts. Every suggested match comes with a written rationale so admins can review before approving.

• Always-on nudge engine

  Durable background workflows send scheduled check-ins and prompts to keep pairs engaged between meetings. Detects early completions, recovers from errors, and maintains momentum automatically.

• Structured check-ins

  One-click feedback capture via magic link. Members report on relationship momentum, and the system flags at-risk pairs through negative feedback detection so admins can intervene early.

• Goals and milestones

  Mentees set SMART goals with milestones and action items. Mentors coach through comments. Progress is visible to both sides and rolls up into program-level completion metrics.

• Networking introductions

  Smart bi-weekly or monthly coffee rounds that auto-pair members for informal networking beyond formal mentorship relationships. No-show tracking and feedback collection built in.

• Program health dashboard

  Admins see the full picture: active matches, engagement rates, check-in trends, goal completion rates, and at-risk pairs. Bulk enrollment via CSV, roster sync, and multiple programs side by side.

• Flexible program types

  Run always-on programs with rolling enrollment or fixed cohorts with defined start and end dates. Members can be mentors, mentees, or both across different programs simultaneously.

• White-label branding

  Each organization gets a custom subdomain with their logo, accent colors, and branded email communications. The platform looks like yours, not ours.

• Enterprise-grade tenant isolation

  Strict data separation at the database layer. Passwordless magic link authentication, full admin audit logging, GDPR-compliant PII scrubbing, and Stripe-managed billing built in from day one.