Services
AI integration services
AI integration services connect a model to the software you already run, so it works with your CRM, ERP, and document stores rather than replacing them. The hard part isn’t the model. It’s doing that safely inside systems you can’t afford to break.
Integration, not implementation
Integration is connecting AI to the systems and data you already operate. AI implementation is building a new AI capability and shipping it into production. The distinction matters because the risk sits in a different place: an integration touches live systems your business depends on today, so the work is as much about access and blast radius as it is about the model. We name which shape your project is in the assessment, and most need a bit of both.
How an engagement works
Everything starts with the assessment: fixed scope, 3–6 weeks, priced at $20,000 to $80,000 (where in that range depends on scope: how many systems and teams we assess, company size, and regulatory exposure). We map the systems in scope, the data that moves between them, and the access each integration needs, then hand you a plan with costs attached. The build is fixed scope too. For context, published 2026 ranges put a typical scoped production build at $50,000–$250,000. And that band is a single scoped build; multi-system, multi-year programs run seven figures and beyond, and scale like that is work we take.
What you get out of it
- AI connected to the systems you run today, working through their APIs, with access scoped to the narrowest thing that does the job.
- A record of what each integration can reach and what it did, so your security and audit teams can review it.
- Documentation and a handover so your team can change or switch off any connection without us.
- A fixed cost you agreed to before the work started.
Where this connects
Integration is often how the document and invoice work in intelligent automation reaches your systems. Running any of it safely is AI governance consulting. The full menu is on the services page.
Who you’d be working with
Nick Major, an engineer of fifteen-plus years who builds and connects AI systems in production, and Isaac Major, an operator who has run growth and revenue teams inside global enterprises. They work from Lisbon and Salt Lake City. Full backgrounds are on the about page. We’re a young firm, so there are no case studies or client logos here yet; what we show instead is published pricing, a fixed-scope process, and the two people who do the work.
Questions people ask
- What is an AI integration service?
- It connects AI to the systems and data your company already runs, so a model can read from and write to your CRM, ERP, ticketing, and document stores through their APIs. The work is the wiring, the access rules, and the checks around it, not building a model from scratch.
- What are examples of AI integration?
- A model that drafts replies inside your existing support desk; a retrieval layer over your document store so staff can ask questions of it; an assistant that reads an incoming invoice and writes the result into your finance system. In each case the AI plugs into software you already own rather than replacing it.
- How is integration different from implementation?
- Integration wires AI into the systems you already operate. AI implementation builds a new AI capability and ships it into production. Many projects need both, and the assessment says which your problem actually is before anyone touches your systems.
- How do you connect to our systems safely?
- Least privilege by default. An integration gets the narrowest access that does the job, credentials are scoped and rotated, and everything it does is logged. We would rather ask for a smaller permission twice than hold a key we don’t need. Your security team reviews the access before anything goes live.
- How much do AI integration services cost?
- Every engagement starts with a fixed-scope assessment at $20,000 to $80,000, delivered in 3–6 weeks. Published 2026 ranges put a typical scoped production build at $50,000–$250,000. The full picture is in our AI consulting rates guide.
Tell us about the work.
A few lines is enough. We read every enquiry ourselves and reply within one business day.