Knowing how AI integration actually unfolds — step by step — sets realistic expectations and helps you spot a firm that’s improvising. Here’s the process from first conversation to a working, owned system, and how dgm runs it. (dgm implements osFoundry, a separate company’s platform — we are not osFoundry.)

The process, step by step

  1. Assess. Evaluate your data, tools, and workflows and find where AI delivers ROI (see what to expect in an AI readiness assessment).
  2. Prioritize. Rank opportunities and pick the one highest-ROI use case to start.
  3. Prepare data. Connect, clean, and structure the data that use case needs.
  4. Build and integrate. This is the core: connecting AI to your real systems and building the agents or automations that do the work.
  5. Pilot. Deploy to real users at limited scale with clear metrics.
  6. Scale. Expand what works in phases.
  7. Operate. Monitor, maintain, and improve as models, data, and needs change.

(For the planning view of the same arc, see AI implementation roadmap.)

Where the real work lives

The model is rarely the hard part. The work — and the risk — lives in integration (making AI act inside your real systems and workflows) and data preparation. A process that front-loads these, rather than treating them as afterthoughts, is the one that succeeds. Buying a tool gives you software; this process turns it into a working system in your operation.

What sets expectations

Two things a good process makes clear up front: value comes early (from the first use case, not a distant launch) and your team ends up owning the system (training and operation are part of it, not extras). A firm that can’t describe its process this way is one to question.

How dgm runs it

dgm starts with a $399 assessment and roadmap, then runs the full process at $3,999/month — assess, prioritize, prepare data, build and integrate, pilot, scale, and operate — with phases that prove value early and training so your team owns the result, with no per-seat fees. If you’d rather explore the platform yourself first, go straight to osFoundry; if you want the process run properly, that’s where dgm comes in.