Compliance-aware by default
HIPAA, SOC 2, PCI-DSS, FERPA and GDPR designed in from the first sprint — never retrofitted.
ibute is a software & AI studio. We design, build, ship and operate web, mobile and AI products end-to-end — five tightly-connected practices delivered by one team that stays on the hook long after launch.
Design, engineering, DevOps and MLOps are run by the same people, on the same engagement — with AI woven through all four. Pick where you are; we cover the rest.
Research, UX architecture, hi-fi UI and design systems — shipped alongside engineering from day one, never tossed over a wall.
Custom web, mobile and SaaS on TypeScript, Node and Postgres — code any senior dev can pick up after us.
AWS, CI/CD, observability and on-call, set up as code humans can read — not magic one engineer maintains.
The layer between a trained model and a reliable product — serving, drift detection and retraining, kept honest in production.
Practical AI with measurable outcomes: custom agents that take action, ML models trained on your data, and automation that quietly removes manual work.
The work changes between practices; the principles don’t. This is what stays constant whether we’re designing a flow or running a model in production.
HIPAA, SOC 2, PCI-DSS, FERPA and GDPR designed in from the first sprint — never retrofitted.
Roughly 60% of our work is AI-led. We apply it where it moves a real metric, not as decoration.
Focused MVPs go live in 4–8 weeks so you learn from real users early.
Most engagements continue into a retainer where we run, monitor and iterate on what we built.
Most projects touch two or three of these anyway. Book a free 30-minute call, tell us what you’re working on, and we’ll tell you straight where we’d start — and whether we’re the right team.
Book a 30-minute review