AI Development
Build and deploy models and AI features with a written evaluation — not a demo that dies after the slide.
Artificial intelligence
AI that has to survive production, review, and a named owner.
Models, MCP servers, and Copilot/Cursor oversight — staffed by senior engineers. Healthcare AI and PHI work belongs with Maxiom Labs, not a generic AI catalog.
AI services
AI services we will actually scope
Strategy and experiments are useful only when someone owns what ships. Leaf pages below; healthcare AI is a Labs conversation.
MCP Development
Model Context Protocol servers so agents reach CRM, EHR, ERP, and internal APIs under auth and audit.
MCP DevelopmentAI Consulting
Scope, architecture, and a no when the use case is a chatbot nobody will operate.
AI ConsultingAI App Development
Applications with an AI feature that has an owner, an eval, and a fallback — not “AI-driven” as decoration.
AI App DevelopmentAI Proof of Concept
A bounded experiment with a kill criterion. If it cannot fail, it is not a proof of concept.
AI Proof of ConceptDeep Learning
Neural-net work when the data and the evaluation are real. Not a synonym for any model.
Deep LearningMachine Learning
Predictive systems with a defined target, holdout, and who looks at the errors.
Machine LearningFacial Recognition
Identity systems with consent, accuracy, and abuse cases named in scope — or we will decline.
Facial RecognitionNLP
Language features for search, extraction, and workflows — evaluated on your documents, not a generic demo.
NLPNot sure which path?
A thirty-minute scoping call. We will map the right engagement — or tell you if we are not the fit.
Related services & resources
Frequently asked questions
What AI work does Maxiom actually take?
Production features, MCP servers, structured proofs of concept, and senior review of Copilot-, Cursor-, and Claude-assisted code. A named engineer owns the engagement. This is not a chatbot retainer.
Where should healthcare AI or PHI-handling work go?
Maxiom Labs (https://www.maxiomlabs.com/) is the healthcare technology practice. FHIR, HIPAA, and clinical AI are scoped there and on /industries/healthcare-it/ — not as a generic tile on this hub.
Can you review AI-generated application code?
Yes. /services/ai-code-oversight/ and related audit pages. Client code stays in your environment and is not processed through third-party AI tools.
Do you build MCP servers?
Yes. Governed Model Context Protocol so agents reach internal systems under auth, least privilege, and an audit trail. See /services/mcp-development/.
How do you treat an AI proof of concept?
Written success and kill criteria, a time box, and a decision at the end. If the only outcome is a slide, we will say so before we start.
Which AI-adjacent products are named in this repo?
Hyperlogs and SmartThings appear as case studies. Ask on a scoping call whether your problem looks like theirs.
How do AI engagements start?
A scoping call on the use case, data, and whether you need a PoC, a production feature, MCP, or oversight. Written scope and NDA first.
Who staffs AI work?
Senior engineers. No junior bench on client-facing AI delivery.
Hear From Those Who Trusted Us
What Our Clients Are Saying
Our clients’ success stories speak volumes about the quality and impact of our work. Explore the testimonials from businesses that have partnered with Maxiom Technology and discover how we’ve helped them achieve their goals through innovative solutions and dedicated service.
They know what they're talking about, so trust their expertise. Definitely hire them for remote developer outsourcing.
Our success has cemented a long-standing collaboration between the City of Allentown and Maxiom Technology.
Maxiom's ability to work with our internal Scrum team, coaching best practices and avoiding pitfalls was essential. A clear leader.
The rare quality that stands out with Maxiom Technology is ingenuity. They have proven time and time again, they have the answer to any problem where others fail.
High caliber software developers with an excellent track record of successful software projects delivery.
I highly recommend Maxiom to any organization needing a truly brilliant custom software development company.
