AI Evaluation in Washington.
Measure model performance continuously. Shipped by senior engineers in Washington, async-first, fixed-price.
IRPR.io ships ai evaluation work for Washington teams — engineering-led, async-first, and senior-only. Measure model performance continuously.
Our artificial intelligence practice has delivered ai evaluation projects across startups, scale-ups, and enterprise operators. Every engagement is fixed-price, fixed-scope, and ends with a production-grade handoff.
Washington DC's proximity to federal agencies has produced a deep GovTech, healthcare IT, and cybersecurity ecosystem. Companies like Appian, 2U, and CVent anchor a region that specializes in highly regulated, compliance-heavy software.
Types of ai evaluation we ship for Washington 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 Evaluation for every Washington 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 evaluation for in Washington.
Why Washington is a tech city.
Washington DC's proximity to federal agencies has produced a deep GovTech, healthcare IT, and cybersecurity ecosystem. Companies like Appian, 2U, and CVent anchor a region that specializes in highly regulated, compliance-heavy software.
AI Evaluation that ships - on Washington's terms.
Washington-aware engineering
We know the saas and healthcare buyers in Washington. Our roadmaps reflect what local operators actually ship.
Senior-only delivery
Every ai evaluation 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 Washington 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 Washington.
Other services we ship in Washington, and the same ai evaluation expertise in other US metros.
Other artificial intelligence work we ship in Washington.
Questions clients ask first.
Your ai evaluation project in Washington, shipped.
Book a discovery call with an engineer who has shipped ai evaluation projects for Washington teams. 30 minutes, no deck.
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