AI Integration & Chatbots for SaaS
LLM-powered products and intelligent agents. Engineered for SaaS.
IRPR.io helps companies integrate modern AI - large language models, retrieval-augmented generation, and autonomous agents - into production software. We specialize in AI products that actually ship: cost-controlled, latency-tuned, observable, and safe for real users.
IRPR.io is a SaaS product development partner for founders, operators, and scale-stage teams. From zero-to-one MVPs to multi-tenant enterprise SaaS platforms, we engineer the auth, billing, observability, and product-analytics backbone you need to ship, grow, and defend recurring revenue.
When IRPR.io builds ai integration & chatbots for SaaS organizations, we bring both the deep technical craft of our global engineering team and a working understanding of SaaS-specific realities: Multi-tenancy and data isolation at scale, Usage-based billing and metering complexity, Enterprise readiness (SSO, SCIM, audit logs, SOC 2). Every engagement we run in the SaaS space is compliance-aware from day one, with SOC 2 Type II, GDPR, CCPA baked into architecture decisions - not bolted on at the end.
Engineered to ship.
Not just wrappers
We don't ship thin ChatGPT wrappers. We build products where AI is one layer in a real architecture.
Eval-first mindset
Every AI feature ships with an evaluation harness so you can measure regressions, not hope.
Real production experience
We've shipped AI to millions of users - we know what breaks at scale.
Idea → Roadmap → Product → Release.
What are you actually building — and for whom.
Fixed price, fixed scope, fixed timeline. No surprises.
Senior engineers ship the build — weekly demos.
Production, on-call runbooks, and your team trained.
Explore what we ship.
Let's turn your idea into a release.
Tell us what you're building. We'll come back in five days with a roadmap, a fixed price, and a senior engineer who'd own the build.