AI-Native Engineering in Raleigh.
Apps built AI-first, not AI-bolted-on. Shipped by senior engineers in Raleigh, async-first, fixed-price.
IRPR.io ships ai-native engineering work for Raleigh teams — engineering-led, async-first, and senior-only. Apps built AI-first, not AI-bolted-on.
Our artificial intelligence practice has delivered ai-native engineering projects across startups, scale-ups, and enterprise operators. Every engagement is fixed-price, fixed-scope, and ends with a production-grade handoff.
The Research Triangle - Raleigh, Durham, Chapel Hill - is one of the most research-intensive regions in the US. Red Hat, IBM, and SAS anchor a deeply technical, university-fed ecosystem specialized in enterprise software and biotech.
Types of ai-native we ship for Raleigh teams.
AI chatbot / copilot
Domain-grounded RAG chatbots with eval harnesses and cost controls.
AI agents
Tool-using agents for outbound, research, and document work.
Document intelligence
Contract, invoice, and claims extraction with vision + structured outputs.
AI-powered search
Semantic search with reranking, 2-4x CTR lift on real query logs.
LLM integration
GPT, Claude, Gemini, and open-source model integrations.
Custom ML models
Fine-tuned and custom ML for classification, prediction, and scoring.
AI-Native for every Raleigh business.
Search terms people type, matched to products we've built. Nothing on this list is hypothetical — every category here has shipped code.
AI by vertical
AI chatbots and copilots
AI automations
AI products
─── don't see yours? we've probably built it. book a call ───
Industries we build ai-native for in Raleigh.
Why Raleigh is a tech city.
The Research Triangle - Raleigh, Durham, Chapel Hill - is one of the most research-intensive regions in the US. Red Hat, IBM, and SAS anchor a deeply technical, university-fed ecosystem specialized in enterprise software and biotech.
AI-Native that ships - on Raleigh's terms.
Raleigh-aware engineering
We know the saas and healthcare buyers in Raleigh. Our roadmaps reflect what local operators actually ship.
Senior-only delivery
Every ai-native project is led by an engineer who has shipped this work in production. No junior delegation.
Fixed price, fixed scope
You know the budget and timeline before engineering starts. Change orders are priced transparently.
US-aligned async-first
We overlap Raleigh work hours for standups, demos, and decisions. No overnight timezone drag.
Compliance by design
HIPAA, SOC 2, PCI, GDPR - baked in at architecture, not bolted on for audit. We've passed first-attempt audits for clients in your industry.
Your code, your IP
Every repo, piece of infrastructure, and document is handed off on day one. No proprietary frameworks, no lock-in.
Idea → Roadmap → Product → Release.
Every engagement runs through the same four-stage pipeline. Predictable by design.
More from Raleigh.
Other services we ship in Raleigh, and the same ai-native expertise in other US metros.
Other artificial intelligence work we ship in Raleigh.
Questions clients ask first.
Your ai-native project in Raleigh, shipped.
Book a discovery call with an engineer who has shipped ai-native projects for Raleigh teams. 30 minutes, no deck.