Connecting AI companies with African expert intelligence
Frontier AI needs expertise, not just annotation. We give model teams access to practising African lawyers, doctors, compliance specialists, translators, and engineers who can judge whether a system is accurate, safe, and contextually right for the markets it ships into.
Lagos, Nigeria · experts across Nigeria, Kenya, Ghana, South Africa, and Egypt
The network in numbers
- years building the network
- 7+
- expert disciplines
- 5
- experts per pilot
- 50–100
- to a vetted shortlist
- 4 days
years building the network
expert disciplines
experts per pilot
to a vetted shortlist
Frontier AI needs expertise, not just annotation
As models grow more capable, the need for high-quality human evaluation is becoming increasingly specialised. AI companies need more than generic annotation — they need qualified professionals who can assess whether a system is accurate, safe, contextually appropriate, and able to handle real-world professional scenarios.
Africa represents a significant, underutilised source of that expertise.
A professional network, seven years in the making
A growing pool of professionals across Nigeria and other African countries — people with real-world experience in the fields where AI systems are increasingly deployed, backed by the sourcing, screening, and talent-management infrastructure to coordinate them at scale.
Lawyers & legal professionals
Practising lawyers and legal analysts who can judge model output against real statute and case practice.
Compliance, risk & financial services
Compliance officers, risk analysts, and finance professionals from regulated institutions.
Doctors & healthcare professionals
Clinicians and allied health experts who understand African care realities, not just textbook medicine.
Translators & language specialists
Yoruba, Hausa, Igbo, Nigerian Pidgin, Swahili, French, Arabic, and code-switched African English.
Engineers & domain experts
Software, energy, and industrial specialists for technical reasoning and benchmark design.
years building professional networks across Africa, with the infrastructure to identify, screen, and coordinate qualified professionals at scale.
Six ways the network plugs into model development
Expert model evaluation
Assessing AI outputs against professional standards in law, healthcare, finance, compliance, and engineering.
Human feedback
Structured feedback on model responses where specialist knowledge is required — not generic preference labelling.
Safety & red teaming
Identifying harmful, misleading, culturally inappropriate, or contextually unsafe model behaviour.
African language evaluation
Evaluating models across African languages, including Yoruba, Hausa, Igbo, and Nigerian Pidgin.
Cultural & contextual evaluation
Testing whether models understand African contexts — not just translate answers built for other markets.
Benchmark & dataset creation
Working with domain experts to build evaluation tasks, rubrics, benchmark questions, and expert-graded datasets.
Global benchmarks, Western defaults
AI systems are deployed globally, but most evaluation datasets are still heavily influenced by Western contexts. A model can score well on a general benchmark and still struggle with:
- Local regulatory requirements
- African legal contexts
- Cultural norms
- African healthcare realities
- Local financial practices
- Local languages and dialects
- Code-switching and African English
- Context-specific safety issues
“The value is not simply that these professionals are African. The value is that they possess real expertise within African contexts that AI systems need to understand and perform reliably in.”
CareerBuddy AI
Five reasons the network is ready today
Existing expert supply
An established pool of professionals across multiple African countries and professional disciplines — live today, not recruited from scratch.
Professional screening
We identify and screen qualified professionals rather than relying on self-reported expertise or an open sign-up form.
Domain diversity
Access across regulated and specialised sectors — legal, healthcare, finance, compliance, and language.
African market reach
Existing relationships and networks across Nigeria, Kenya, Ghana, South Africa, Egypt, and beyond.
Operational capability
Seven years coordinating professional talent, managing engagements, and holding quality at scale.
A focused way to test the fit
Rather than proposing a broad engagement upfront, we identify one high-value evaluation problem where access to African professionals gives you a meaningful advantage — then prove it.
Performance measured across
- Domain expertise
- Accuracy
- Consistency
- Quality of reasoning
- Cultural relevance
- Language proficiency
- Turnaround time
Results give a practical basis for deciding whether the network can support larger-scale AI evaluation and human-feedback requirements.
Not a staffing vendor. A source of human judgment.
We are not positioning CareerBuddy AI as a traditional staffing or annotation provider. We already have access to the people. The opportunity is how that pool of African professional expertise becomes a reliable source of human judgment for the development, evaluation, and deployment of increasingly capable AI systems.
Let’s find the right starting point
Scoping conversation
We identify the team and the evaluation problem where African expertise is most relevant.
Define the pilot
We agree scope, expert profile, rubric, and success metrics together before anyone is engaged.
Run and review
We deliver the pilot and assess results against the agreed benchmarks — then decide on scale.
Questions AI teams ask us
CareerBuddy AI connects frontier AI companies with vetted African professionals — lawyers, doctors, compliance and finance specialists, translators, and engineers — for expert model evaluation, human feedback, red teaming, and benchmark creation.
Tell us the evaluation problem
Share the domain, the languages, and the volume you have in mind. We come back with a proposed expert profile and a pilot scope — usually within one working day.
leelee@thecareerbuddy.com · Lagos, Nigeria