We build AI agents for industries where getting it wrong has real consequences. That shapes every architectural decision we make — from data residency to human oversight to audit trail design.
"Trust is not built through decorative elements but through the absolute command of space, clarity, and intent."
Co-Founder & Senior ML Engineer
Senior ML engineer at a global semiconductor technology company. Trinity College Dublin, Computer Science (2023). Builds and operates production AI infrastructure with a focus on high-reliability models and algorithmic transparency. Based in Dublin.
Co-Founder & Design Specialist
Design Thinking specialist and Sustainability practitioner (UCD). Leads client discovery, workshop facilitation, and responsible AI integration. Ensures the human layer is built in, not bolted on. UCD-certified in Design Thinking.
Tanmay builds production AI systems professionally at a global semiconductor technology company. Sona Axis agents run on the same infrastructure principles — observable, auditable, maintainable. Ruchi brings UCD Design Thinking methodology to ensure every agent is designed around real practitioner workflows, not theoretical use cases.
We've worked through the Irish legal, banking, and healthcare frameworks in enough depth to build agents around them. That's the bar we hold ourselves to for every new domain. We don't adapt general AI to regulated industries — we start with the regulatory framework and build from there.
We have direct relationships and enterprise reach on both sides. For Indian companies with EU operations, or Irish firms working with Indian IT partners, we understand both sides of that equation — the regulatory context, the organisational culture, and the technical infrastructure.
Not sure whether AI agents are the right move for your organisation — or where to start? We'll spend 30 minutes with you, map your highest-priority workflows, and tell you honestly what's worth automating and what isn't.
Led by Ruchi Kaushik · Design Thinking specialist · UCD