Product Roadmap
Our clear, ambitious path to transforming healthcare across Africa with voice-first AI—from foundation to continental scale
Phase 1
2025
Foundation & Preparation
Building the AI foundation, securing partnerships, and preparing for MVP launch
In Progress
Q4 2024 - Q1 2025
- Establish PMO and governance structure
- Complete regulatory assessment (Kenya Pharmacy Board)
- Deploy cloud infrastructure (Google Cloud)
- Begin Swahili voice data collection (500+ hours)
Q2 2025
- Complete Swahili ASR model training (<10% WER target)
- SHA/insurance FHIR R4 API integration development
- Build core triage algorithm (Random Forest, 98%+ accuracy)
- Healthcare worker training program design
Q3 2025
- Integrate all AI modules (voice, triage, fraud, imaging)
- Complete insurance claims system connection
- Security penetration testing & compliance audit
- User acceptance testing with 10+ clinicians
Q4 2025
- System integration testing (95% uptime target)
- Train healthcare worker cohorts (60+ staff)
- Clinical validation study (100 test cases)
- Obtain preliminary regulatory clearance
Phase 2
2026
MVP Launch & Regional Scale
Live deployment, real-world validation, and rapid facility expansion
Scheduled
Q1 2026 (MVP Launch)
- Deploy at Level 4 Hospital emergency department
- Process 70+ patients daily within first week
- Monitor real-time performance metrics
- Weekly optimization based on usage data
- Begin fraud detection live testing with SHA
Q2 2026 (Regional Expansion)
- Deploy to 3 Level 4 Hospitals in Western Kenya
- Add Luo language support for regional coverage
- Scale to 1,000+ daily interactions across sites
- Achieve <1.5% error rate for critical cases
- Document 30% wait time reduction metrics
Q3-Q4 2026 (National Growth)
- Expand to 5+ facilities network
- Process 2,000+ daily triages system-wide
- County health department integrations
- Generate Sh10M+ fraud prevention value
- Complete comprehensive impact evaluation
Phase 3
2027-2028
Continental Expansion
Regional leadership, partnerships, and 100+ facility network across East Africa
Planned
2027 Phase 1
- Establish East African partnerships (Tanzania, Uganda)
- 25+ facility network operational
- 500K+ monthly patients across regions
- Technology transfer to local teams
2027-2028 Phase 2
- Expand to 100+ facilities network
- Operations in 10+ countries across East Africa
- 2M+ annual patient triages
- Commercialization strategy fully operational
2028+ Phase 3
- Sub-Saharan expansion launched
- 500+ facility network vision
- 10M+ annual patients served
- Sustainable revenue model at scale
Key Milestones
2025 Focus
Foundation
Data collection, model training, regulatory clearance
Q1 2026
MVP Live
First facility deployment, real-world validation begins
2026 End
2,000+
Daily triages across 5+ facilities nationally
2027-2028
100+ Facilities
East African regional leader
Ready to Partner?
Join us on our mission to transform healthcare delivery across Africa
Schedule a Meeting