LLM-powered product features. Shipped by senior engineers in Minneapolis, async-first, fixed-price.
IRPR.io integrates generative AI into Minneapolis products — copy generation, image synthesis, code assistants, summarization, and structured extraction. We scope the use case, pick the right model, and ship a feature that measurably improves a product KPI.
Every Gen AI project is built with cost controls, prompt versioning, and eval harnesses so model drift and regressions are caught early. We will tell you upfront when a feature should not be LLM-powered.
The Twin Cities punch well above their weight - home to UnitedHealth, Target, Best Buy, and 3M. Enterprise software, retail tech, and healthcare IT dominate the local tech agenda.
Domain-grounded RAG chatbots with eval harnesses and cost controls.
Tool-using agents for outbound, research, and document work.
Contract, invoice, and claims extraction with vision + structured outputs.
Semantic search with reranking, 2-4x CTR lift on real query logs.
GPT, Claude, Gemini, and open-source model integrations.
Fine-tuned and custom ML for classification, prediction, and scoring.
Search terms people type, matched to products we've built. Nothing on this list is hypothetical — every category here has shipped code.
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The Twin Cities punch well above their weight - home to UnitedHealth, Target, Best Buy, and 3M. Enterprise software, retail tech, and healthcare IT dominate the local tech agenda.
We know the healthcare and fintech buyers in Minneapolis. Our roadmaps reflect what local operators actually ship.
Every generative ai project is led by an engineer who has shipped this work in production. No junior delegation.
You know the budget and timeline before engineering starts. Change orders are priced transparently.
We overlap Minneapolis work hours for standups, demos, and decisions. No overnight timezone drag.
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.
Every repo, piece of infrastructure, and document is handed off on day one. No proprietary frameworks, no lock-in.
Every engagement runs through the same four-stage pipeline. Predictable by design.
Other services we ship in Minneapolis, and the same generative ai expertise in other US metros.
Book a discovery call with an engineer who has shipped generative ai projects for Minneapolis teams. 30 minutes, no deck.