AI Model Training & Alignment
Expert-annotated training data and fine-tuned models, built without the agency overhead.
Our approach to AI Model Training & Alignment
Building accurate, safe AI models requires more than compute — it requires high-quality human data and deep alignment expertise. We provide the complete data pipeline from annotation through fine-tuning, giving you production-ready models faster than any in-house team could deliver alone.
Our network spans 7 of Africa's leading universities, giving you direct access to hundreds of BSc, MSc, and PhD-educated annotators in Computer Science, Linguistics, Mathematics, and domain-specific fields — all under one roof. No middle agencies. No communication layers. Just expert annotators, custom tooling, and models that actually align with your users.
World-Class Annotators. Direct Access.
Unlike most data providers, we don't outsource to anonymous crowds or layer agencies between you and your annotators. Our talent network is built exclusively from graduates of top African universities — spanning BSc, MSc, and PhD levels in Computer Science, Linguistics, Mathematics, and domain-specific fields across six countries.
University of Cape Town
South Africa
University of Ibadan
Nigeria
Makerere University
Uganda
University of Nairobi
Kenya
University of Ghana
Ghana
Cairo University
Egypt
University of Tunis El Manar
Tunisia
Mohammed V University
Morocco
Addis Ababa University
Ethiopia
University of Algiers
Algeria
University of Rwanda
Rwanda
University of Dodoma
Tanzania
One team. No agency layers.
Traditional data annotation involves 2–3 agencies between you and the actual annotators — each one adding cost, delay, and quality dilution. At Eaglix, our annotators are our colleagues. We built the tools, trained the team, and own the pipeline from intake to delivery. You get the speed and quality of a specialized in-house team without the overhead of building one yourself.
What Makes Us Different
Zero Agency Overhead
Direct access to our vetted annotator network. No third-party coordination, no inflated costs, no quality dilution through intermediaries. You work with one team end to end.
Academic-Grade Talent
BSc, MSc, and PhD graduates from 7 leading African universities. Specialists in CS, NLP, Mathematics, and domain-specific subjects covering multiple languages and cultural contexts.
Full Pipeline, One Contract
From raw data collection and annotation through RLHF, fine-tuning, and model evaluation — we own the entire pipeline. No coordination tax between vendors.
Production-Ready Output
Models that don't just benchmark well — they perform in the real world. We test for edge cases, bias, and alignment with actual user behavior before handing off.
Everything You Get
No ambiguity. Every engagement comes with a clear scope and defined deliverables agreed upon before work starts.
- High-quality SFT (Supervised Fine-Tuning) datasets
- Preference-ranked RLHF training pairs
- Fine-tuned model weights (LoRA, full fine-tune, or adapter layers)
- Custom annotation portal and tooling
- Dataset quality assurance reports
- Model evaluation benchmarks and red-teaming results
- Deployment-ready model artifacts
- Data pipeline documentation and handoff
This Service Is Built For…
From First Call to Delivery
Requirements Workshop
Define task taxonomy, annotation guidelines, quality thresholds, and language/domain requirements with your team.
Annotator Matching
We assign specialists with the right domain expertise and degree level from our university network for your specific task.
Pilot Batch
500–1,000 samples annotated and reviewed to validate quality, calibrate guidelines, and surface edge cases early.
Full Production
Scaled annotation with continuous QA, inter-annotator agreement checks, and real-time progress reporting.
Model Training
Fine-tune, evaluate, and iterate until performance meets your benchmarks across all defined evaluation dimensions.
Delivery & Handoff
Full dataset, model artifacts, documentation, and a knowledge transfer session so your team can continue iterating.
Let's build something exceptional
Book a free 30-minute discovery call. We'll scope your project, answer every technical question, and give you a clear path forward — no commitment required.