Independent practice
Independent AI governance, security, and responsible AI
Based in Uganda, working remotely. We help organisations understand what their AI systems actually do, then build the controls, policies, and oversight they can show a board, a regulator, or a procurement committee.
What you can commission
Our services
We do not sell AI software and we do not receive referral fees from vendors. Each engagement ends with evidence and a ranked action list.
Governance Review
For boards and risk owners. We map policies, owners, and decision rights against the systems you actually run. You leave with a gap analysis and a ranked action plan.
Enquire →Security Assessment
For security and engineering leads. We review the attack surface: injection, leakage, supply chain, and model integrity. You leave with findings tied to the controls that close them.
Enquire →Vendor Claim Review
For procurement. We test capability claims against evidence so you are not buying a sales deck.
Enquire →Bias & Fairness Audit
For product and compliance. We examine outputs for bias and disparate impact, with documented gaps and remediation.
Enquire →AI Transparency Review
We assess explainability, documentation, and disclosure against a stated standard, not a slogan.
Enquire →Team Training
For operators. Half-day and full-day sessions on AI risk, responsible use, and vendor evaluation.
Enquire →Our approach
How we work
Independent
We do not sell AI products, take vendor commissions, or hold platform partnerships. Findings serve the client only.
Built for this context
East Africa and similar markets: regulation, infrastructure, and organisational capacity as they are, not as a US or EU template assumes.
Ranked next steps
Every engagement ends with a prioritised action list, owned by named people in your organisation.
Verified, then written
We test claims and outputs. Policy review without verification is paperwork.
Free resources
AI governance resources
Checklists, reading, and templates for teams building AI oversight. Free to use.
Work with us
Get in touch
Tell us the system, the decision it supports, and who is accountable today. We reply within one business day.