Build AI you control.
AISOD 3A is the AI automation layer for people and organisations that want to control how their AI works — from the harness and data pipeline to the model it runs.
Open-weight foundations today. AISOD-trained models become the primary engine as they are proven.
One harness. Many models. Your workflow.
3A coordinates planning, research, coding, evaluation, tools and future skills around a model layer that can change without rebuilding the application.
Agent orchestration
Break complex work into bounded specialist tasks, execute them, evaluate outputs and return an auditable result.
Model freedom
Use an open-weight model, a hosted provider or your own fine-tuned model. Routing should be a configuration decision, not a rewrite.
Local-first control
Design for self-hosting, offline-capable deployments and African-language workflows as the Corpus and model family mature.
Own the harness.
Own the data.
Own the choice.
You do not need to begin by training a foundation model from zero. Start by controlling the workflow and data, then move from rented intelligence to models you fine-tune and run yourself.
Learn the whole stack.
A practical path for engineers, organisations and institutions that want to move from “using AI” to building an AI system they can operate themselves.
Understand agents, tools, orchestration, permissions, evaluation and deployment.
Collect, clean, label, curate and govern domain or language data through a real pipeline.
Prepare instruction data, train adapters, benchmark the model and measure where it actually improves.
Package the model and harness, monitor cost and quality, and introduce stronger sovereignty as the system proves itself.
From AI dependency to an AI system you operate.
Use 3A to build internal automation, private assistants and domain-specific AI without locking the organisation to one model vendor.
Build
We help teams map a real workflow and turn it into an agentic system with clear permissions and approval points.
Train
We help teams create the data pipeline and fine-tuning workflow for a domain-specific open-weight model.
Operate
Self-hosting, model routing, evaluation and maintenance designed around the organisation's actual constraints.
Three ways 3A can become a business.
These are launch placeholders, not promises. We should validate willingness to pay before hardening prices.
Builder
- Core harness
- Local development
- Community skills
- Documentation
Pro / Hosted
- Managed 3A workspace
- Model routing
- Team projects
- Usage & evaluation
Sovereign
- Private deployment
- Data & model pipeline
- Fine-tuning support
- Training & implementation
Build the first version with us.
3A is being built from real internal workloads first. Join the builder programme, request an enterprise deployment, or follow the open-source harness.