Research prototype. Synthetic data and simulated payments only — not an official or production security service. Limitations

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Tumaini · Business model canvas

A safer digital world. Built to scale.

Free protection for people. Trusted infrastructure for organisations. Tumaini gives people a simpler way to check suspicious content and gives institutions the infrastructure to protect their customers.

08Key partners

  • Banks and fintechs (prospective)
  • Government entities (prospective)
  • Model licensors, identity and security firms (prospective)

07Key activities

  • Run and secure the verification infrastructure
  • Re-measure models before every change
  • Onboard institutions and investigate reports

06Key resources

  • Signed receipts and trust registry (in prototype; demo registry)
  • Evaluated voice-analysis model: non-commercial licence, must be replaced or licensed before paid use
  • Security, ML evaluation and Arabic expertise

02Value propositions

  • Residents: know what to trust before you act
  • Institutions: protect customers inside the apps they already use
  • Developers: add verification without building it all

04Customer relationships

  • Onboarding and integration support (proposed)
  • Incident queue and usage views (in prototype)
  • Production SLAs: none offered today

03Channels

  • Institutional sales and partnerships (proposed)
  • Developer docs, sandbox and API (in prototype)
  • Public verifier and demo site (in prototype)
  • Tumaini Assist companion app (planned)

01Customer segments

  • Banks and payment providers (primary payers)
  • Government entities that are impersonated
  • Digital platforms and enterprises
  • Families and older residents: protected, never charged

09Cost structure

  • Fixed: staff, security, certifications, legal, key management
  • Variable: audio inference, transcription, hosting per check
  • Cost per verification not yet measured

05Revenue streams

  • A. Institutional subscription (proposed)
  • B. Verification usage (proposed)
  • C. Enterprise integration services (proposed)
  • No advertising. No sale of personal data.

Research prototype with synthetic data. Hypothetical example: 10 institutions × $1,500 a month, plus 50,000 checks × $0.03, is $16,500 a month. Illustrative only: not validated, not income, not a forecast. No customers, pilots or partnerships exist today.

tumaini-tau.vercel.app/business-model