Agriculture & food
Smallholder farms, cooperatives, processors and exporters working with scarce data and thin margins.
Problems we tackle
- Unpredictable yields and weather risk
- Farmers without credit histories
- Proving origin and quality for export markets
What we build
- Yield and crop-health models from satellite and field data
- Alternative-data credit scoring for input finance
- Farm-to-fork traceability for certification and deforestation-free supply chains
Financial services
Banks, microfinance, SACCOs, insurers and fintechs serving customers across mobile channels.
Problems we tackle
- Fraud and identity risk at scale
- Slow, manual onboarding and compliance
- Illiquid assets and costly cross-border settlement
What we build
- Real-time fraud and credit-risk models
- KYC and document automation with human review
- Tokenised assets and programmable settlement on mobile-money rails
Health
Providers, pharmaceutical distributors, insurers and public-health programmes.
Problems we tackle
- Clinical notes and claims locked in unstructured documents
- Counterfeit and diverted medicines
- Sharing records without losing patient consent
What we build
- Document AI for claims, referrals and records
- Medicine track-and-trace from manufacturer to pharmacy
- Consent registries that log who accessed what, and why
Logistics & trade
Freight forwarders, ports, shippers, marketplaces and trade-finance providers.
Problems we tackle
- Volatile demand and underused capacity
- Paper-heavy, disputed trade documents
- Limited visibility across borders and handovers
What we build
- Demand forecasting and route optimisation
- Shared, tamper-evident bills of lading and certificates
- Shipment visibility that combines IoT, AI and ledger events
Energy & climate
Utilities, mini-grid operators, off-grid solar companies and climate-finance projects.
Problems we tackle
- Forecasting load and generation on constrained grids
- Pay-as-you-go collections and asset risk
- Carbon claims that buyers cannot verify
What we build
- Load, generation and failure forecasting
- Repayment-risk models for pay-as-you-go portfolios
- Measurement, reporting and verification (MRV) systems for tokenised carbon and renewable credits
Public sector & development
Government agencies, regulators, multilateral and development organisations.
Problems we tackle
- Fragmented registries and identity records
- Citizens waiting in queues for simple answers
- Tracing how public and donor funds are spent
What we build
- Verifiable credentials for licences, land and education
- Multilingual service assistants with clear escalation to people
- Transparent disbursement and grant-tracking ledgers
