# Tayie > Tayie is a technology engineering and R&D company. It researches, designs and engineers software systems for organisations that need technology to work properly — not just launch — and stays accountable for them after deployment. Technology with intent. Tayie starts with the problem, not the technology. Software, infrastructure, AI, data and automation are capabilities used according to the problem. AI is used where it creates genuine value, and left out where it adds unnecessary complexity, risk or opacity. Tayie works with new ventures, established businesses, enterprise teams and R&D teams, from South Africa to clients worldwide. ## Capabilities - [Systems Engineering](https://tayie.com/services#systems-engineering): Software platforms, applications, APIs, integrations, data systems, infrastructure, internal platforms and legacy modernisation. - [Research & Development](https://tayie.com/research-and-development): Technical research, feasibility studies, prototypes, architecture exploration, emerging technology evaluation and productionisation. - [AI & Intelligent Systems](https://tayie.com/ai): AI product features, LLM integration, intelligent workflows, automation and production AI engineering, with human oversight and operational controls. - [Technology Operations & Trust](https://tayie.com/services#technology-operations-and-trust): Observability, monitoring, maintenance, security considerations, reliability and ongoing engineering support. ## Company - [About](https://tayie.com/about): Tayie's engineering philosophy. - [Work](https://tayie.com/work): Selected client work. - [Contact](https://tayie.com/contact): Tell us the problem. You don't need a finished specification. ## Thinking - [Before you build: is AI the right tool, or just the fast one?](https://tayie.com/blog/before-you-build) - [The benefits and the downsides don't cancel out — they compound](https://tayie.com/blog/benefits-and-downsides-compound) - [What we actually do before we write a line of code](https://tayie.com/blog/what-we-actually-do) - [AI-built software and security: the best case, the worst case, and how to land on the right side of that line](https://tayie.com/blog/ai-security-best-worst-case) - [Why we monitor what we build](https://tayie.com/blog/why-we-monitor-what-we-build) ## Contact - Email: info@tayie.com - Phone: +27 81 344 8571 - Website: https://tayie.com