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AI Consulting & Platform Engineering
PRODUCTION
READY
AI
This is aimtheory, where you can get the AI consulting and platform engineering you need to move from prototype to production. We build LLMOps platforms, RAG systems, and agentic workflows that scale. See our work
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trusted delivery
What our clients say
Unlike many consultants that I have worked with, [aimtheory] always took the long view of what we were doing and advocated for sustainable solutions rather than quick fixes.
Eric Schnur
Senior Software Engineer at Bose Corporation
The foundation you provided has served us well. [As a result of your time with us, a team member] has become our resident expert and uses the components you developed as a starting point.
Kevin Ramey
Principal Engineer at Target Corporation
aimtheory dives into tough problems and finds excellent solutions. [They] helped get our team's large scale web application to the next level. Our infrastructure was originally developed as quickly as possible with a strict deadline - it had many gaps and was overly complex. aimtheory was able to jump in and contribute immediately. For months we had issues...After aimtheory's first week it was never an issue again. I could always count on aimtheory to remove any infrastructure impediment I came across.
Brian Maresca
Software Engineer at Bose Corporation
Production discipline
AI systems need engineering, not theatrics.
We help teams avoid the AI prototype graveyard by applying platform engineering discipline to AI delivery.
01
LLMOps platforms
Release paths, environments, model delivery, and observability that teams can operate.
02
RAG pipelines
Retrieval, governance, evaluation, and feedback loops for enterprise knowledge systems.
03
Agentic workflows
Human approval, audit trails, cost controls, and rollback paths built into the workflow.
take a look
Just a few of our recent successes.
AI Systems in Production
We build AI systems that ship.
From prototype to production.
30+ years of platform engineering, now focused on AI infrastructure and LLMOps.
Learn more about us →Our Services
AI Consulting & Platform Engineering.
AI Strategy & Roadmapping
Align AI initiatives to business outcomes, data readiness, and a delivery plan that gets to production.
Learn more →AI Platform Engineering
Build LLMOps/MLOps foundations: GPU infrastructure, CI/CD for models and prompts, observability, and governance.
Learn more →Applied AI Systems
Design and implement RAG search, agentic workflows, and internal copilots integrated with your systems of record.
Learn more →Leadership
Experienced engineering leadership, hands-on delivery.
Ian David Rossi
Founder and Chief Engineer
Entrepreneur and tech enthusiast since 15 years of age, Ian has over 30 years of experience in platform engineering and AI infrastructure. He has led DevOps transformations, internal developer platform builds, and AI systems delivery across regulated and research environments. Recent work includes GPU-enabled Kubernetes platforms, RAG pipelines, and multi-agent workflows. The culture he has created at aimtheory results in a team that collaborates to ship production-ready systems.
latest posts
AI Platform Insights
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Build vs Buy for AI: Why the Decision Is Different Than You Think
The build-vs-buy decision for AI isn't like choosing SaaS. A practitioner's framework for knowing which layers to buy...
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AI Production Readiness Review: The Checklist We Use Before Go-Live
Before you hit deploy on your next AI feature, use this checklist. We cover model gates, security, cost guardrails, a...
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