From policy-aligned AI roadmaps to sovereign LLM deployment.
We craft localized models, evaluation harnesses, and operating standards that respect African data residency, language diversity, and cultural nuance.
Engage AI architectsCustom LLMs
9
Arabic, Hausa, Kiswahili, Amharic, Yoruba, and French corpora.
Edge Sites
42
AI workloads tuned for hospitals, ports, and mini-grid deployments.
Responsible AI
100%
Scorecards covering governance, bias, and audit readiness.
Strategy
AI readiness sprints
Policy, data, and infra assessments feed a prioritized backlog spanning copilots, automation, and citizen-facing services.
- AI governance charters aligned with continental data policies.
- Capability academies for executives, product teams, and regulators.
- Vendor and open-source stack assessments with TCO modeling.
Build
Model engineering
Our ML engineers fine-tune foundation models, build retrieval pipelines, and wire evaluation harnesses for mission-critical use cases.
- Domain-adapted LLMs with Guardrails + policy enforcement.
- Speech, vision, and geospatial models for defense, agri, and health.
- Automated evaluation labs with red-teaming and audit trails.
Operate
MLOps & assurance
We deploy observability, drift detection, and continuous training loops while keeping data sovereign and secure.
- Hybrid cloud, sovereign cloud, and offline-capable options.
- Operational playbooks for regulators and compliance officers.
- Cyber, privacy, and ethics review boards chaired by OKHub.
Spotlight
Delivery accelerators
Reusable assets cut launch timelines by half.
ModelOps control plane
Opinionated pipelines for training, evaluation, and approvals.
Multilingual data engine
Curated corpora across dialects, sectors, and civic datasets.
AI assurance toolkit
Bias, fairness, privacy, and safety test suites.
Edge deployment kits
Ruggedized hardware + offline orchestration.
Resources