Measure model performance continuously. Shipped by senior engineers in Boston, async-first, fixed-price.
IRPR.io ships ai evaluation work for Boston 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.
Boston's tech ecosystem is built on MIT, Harvard, and a world-class concentration of healthcare and life-sciences companies. HubSpot, Wayfair, and a dense biotech corridor make it the East Coast's capital for health-tech, ed-tech, and enterprise SaaS.
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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Boston's tech ecosystem is built on MIT, Harvard, and a world-class concentration of healthcare and life-sciences companies. HubSpot, Wayfair, and a dense biotech corridor make it the East Coast's capital for health-tech, ed-tech, and enterprise SaaS.
We know the healthcare and edtech buyers in Boston. Our roadmaps reflect what local operators actually ship.
Every ai evaluation 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 Boston 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 Boston, and the same ai evaluation expertise in other US metros.
Book a discovery call with an engineer who has shipped ai evaluation projects for Boston teams. 30 minutes, no deck.