Impact you can explain and improve
Track mentoring outcomes through operational indicators, delivery quality, and participant progress signals.
Why now: policy, infrastructure, and market timing
Our strategy assumes a narrow execution window and prioritizes pilot-friendly channels.
A transition phase reopened conversations on reconstruction and digital capacity.
Technology export allowances improved the feasibility of compliant knowledge programs.
Digital infrastructure initiatives and new registrations point to higher demand for structured skills support.
Context signals are based on strategy research and should be treated as market assumptions.
Three economies, one platform spine
ShamMentor is positioned to serve individuals, institutions, and public programs through the same operating core.
B2C: Student economy
Career readiness, freelancing skills, and mentorship pathways.
B2B: Real economy
SME advisory, technical upskilling, and employer-linked programs.
B2G: Institutional economy
Public-sector capability building with accountability and outcome reporting.
Phased scale plan
Move from pilot evidence to broader deployment with controlled risk.
University and NGO pilots focused on measurable learner outcomes.
Diaspora network activation and structured mentor onboarding.
Government rollout pathways and LMS/institution integrations.
Roadmap phases are strategic targets, not guaranteed delivery dates.
Three layers of impact
Social
Economic
Institutional
Impact metrics
Measure what matters for program quality: match relevance, booking completion, satisfaction, and continuity.
Operational dashboards prioritize both economic and social indicators.
- • Economic signals: mentorship hours, employment pathways, and SME support.
- • Social signals: inclusion, regional access, and participation balance.
- • Institutional signals: delivery quality, program continuity, and governance readiness.
Dashboard fields represent the intended measurement framework for pilot and scale phases.