Foundation models, built from bedrock.
Gaithumalabs is an applied AI lab engineering custom large language models, fine-tuned systems and production AI infrastructure for enterprises across East Africa and beyond.
Live signal: a synthetic inference trace — every request into a Gaithumalabs model leaves a trace like this one. We read them closely.
Four depths of customization, one lab.
Engagements start wherever your problem actually lives — from an applied system wired onto an existing base model, down to a foundation model trained from your own data bedrock.
Applied AI Systems
Retrieval, agents and copilots wired directly into how your teams already work — support desks, underwriting queues, field operations.
- RAG pipelines
- Agentic workflows
- Internal copilots
Fine-Tuning & Alignment
Open and proprietary base models adapted on your data, instruction-tuned to your voice, and evaluated against metrics that matter to your business.
- SFT & RLHF
- Domain adapters
- Evaluation harnesses
Custom Model Training
Domain- and language-specific LLMs trained from the ground up, including low-resource East African languages under-served by global models.
- Pretraining
- Swahili & regional NLP
- Tokenizer design
AI Infrastructure & Deployment
Inference clusters, on-prem and sovereign deployment, and the MLOps discipline regulated industries need to run models with confidence.
- On-prem inference
- Sovereign deployment
- MLOps & monitoring
From bedrock
to deployment.
A four-stage pipeline we run on every engagement, whether we're fine-tuning an open model for a week or training a proprietary one for a year.
Data & Domain Mapping
We survey your data bedrock — structured, unstructured, regulated — and scope what a model actually needs to learn.
Training & Fine-Tuning
Base selection, adaptation and pretraining runs, tracked against benchmarks tied to your real workflows, not leaderboard vanity metrics.
Evaluation & Red-Teaming
Independent evaluation, adversarial testing and bias auditing before anything reaches a production endpoint.
Deployment & Monitoring
Shipped into your infrastructure of choice, with drift monitoring and a direct line back to the team that built it.
How the lab runs.
The operating facts behind the work — the parts that matter when you're choosing who builds a model you'll depend on.
Built for East Africa's regulated, real-world sectors.
Every model we ship is built against the constraints of the industry it runs in — latency, connectivity, language and compliance included.
Financial Services
Telecommunications
Agriculture & Climate
Public Sector & Government
Healthcare
Logistics & Supply Chain
“We don't fine-tune a demo. We deploy models that hold up under an audit.”— Gaithumalabs, Engineering Principles
Tell us what you're trying to build.
Nairobi, Kenya · hello@gaithumalabs.tech · +254 737943607