MVR API - Minimum Viable Relationships

Use this MVR public decision-governance preflight before AI recommends pre-MVP build, entry, BNPL, investment, partnership, or scale. Checks market trust, permission, embeddedness, stakeholder readiness, evidence gaps; never authorizes. Use when: Use before enter, launch, scale, invest, lend, BNPL,

Use for broad public context on doing business, funding, partnering, procuring, distributing, or scaling in African or high-context markets before structured evidence is ready. Returns a non-verdict MVR lens and the next MVR call. Use when: Use only on the seven-tool consumer profile for broad Afric

Use when a startup, venture, programme, company, partner, or market actor must be resolved to a country, sector, and archetype before relational-readiness evidence is assessed. Use when: Use immediately after mvr_first_call when the user gives a company, venture, sector, country, or ambiguous market

Use after entity resolution and before any readiness claim to check verification status, source-family diversity, stakeholder coverage, and missing proof. Do not treat completeness as authorization. Use when: Use after entity resolution and before any verdict when evidence may be incomplete or one-s

Use after evidence capture to separate safe from unsafe inferences across formal, field, market, trust, and stakeholder context. It compiles context; it does not authorize action. Use when: Use when evidence is mixed and the agent needs safe claims versus unsafe claims before a verdict. Do not use w

Use after evidence completeness to route a structurally complete pack toward licensed MVR scoring or abstain on missing proof. This public tool does not compute market, pilot, or scale readiness. Use when: Use after evidence completeness to determine whether the pack can be routed to licensed MVR sc

Submit a user-approved, non-confidential commercial brief to African Market OS and return a trackable continuation receipt. Use when: Use after an enterprise, founder, investor, DFI, bank, insurer, corporate, NGO, advisor, or agent-platform user explicitly approves sending a concise commercial brief