AI-Native Engineering in Atlanta.
Apps built AI-first, not AI-bolted-on. Shipped by senior engineers in Atlanta, async-first, fixed-price.
IRPR.io ships ai-native engineering work for Atlanta 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.
Atlanta is the hidden giant of payments - home to over 70% of US payment volume, thanks to NCR, Fiserv, and a deep fintech ecosystem. Combined with major media (CNN, Turner) and logistics (Delta, UPS) anchors, Atlanta is a southeast tech powerhouse.
Types of ai-native we ship for Atlanta 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 Atlanta 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
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Industries we build ai-native for in Atlanta.
Why Atlanta is a tech city.
Atlanta is the hidden giant of payments - home to over 70% of US payment volume, thanks to NCR, Fiserv, and a deep fintech ecosystem. Combined with major media (CNN, Turner) and logistics (Delta, UPS) anchors, Atlanta is a southeast tech powerhouse.
AI-Native that ships - on Atlanta's terms.
Atlanta-aware engineering
We know the fintech and media buyers in Atlanta. 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 Atlanta 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 Atlanta.
Other services we ship in Atlanta, and the same ai-native expertise in other US metros.
Other artificial intelligence work we ship in Atlanta.
Questions clients ask first.
Your ai-native project in Atlanta, shipped.
Book a discovery call with an engineer who has shipped ai-native projects for Atlanta teams. 30 minutes, no deck.