What We Actually Find When We Audit AI-Generated Codebases
AI tools can build an app in a weekend. But what's actually in the code? We've audited enough vibe-coded projects to see the patterns. Here's what breaks.
AI systems and custom software for institutions where failure has real consequences.
Since 2015, we've shipped systems still running in production at central banks, telcos, and UN agencies.
Government, NGOs, banking, education, and health across West Africa. Each sector has its own failure modes. We've learned them firsthand.
Citizen-facing portals and back-office systems designed for adoption at scale, tested with real civil servants before launch.
Donor platforms, impact dashboards, and field tools shaped by how programme officers actually collect and report data.
Payment infrastructure, compliance tooling, and financial automation held to central bank standards. We built for BCRG; that's the bar.
Learning platforms and student portals that serve 500 students or 50,000 on unstable connections without degrading.
Clinical systems, pharmacy platforms, and patient tools built for healthcare delivery in low-connectivity, high-stakes environments.
AI tools can build an app in a weekend. But what's actually in the code? We've audited enough vibe-coded projects to see the patterns. Here's what breaks.
Transparent pricing benchmarks for software development, AI automation, and digital transformation projects across West Africa. Based on 11 years of delivery.
A practical evaluation framework for selecting the right software development partner in Africa: red flags, interview questions, and contract structure.
Tell us the real problem. We bring the engineers, the strategy, and the track record to solve it.
Typical engagement starts with a 30-minute technical discovery call.