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AI adoption

Use AI where it earns its keep. Do not leak the company into a prompt.

We help owners and operators pick a short list of AI uses that match how the business already works — document review, internal search, support drafts, ops summaries — and we put the guardrails around data, identity, and vendors.

What we actually do

  • A one- or two-day discovery of where hours go and which of those hours a model can touch safely
  • Policy that staff will follow: what may leave the tenant, what must stay
  • Microsoft 365 Copilot / approved tools vs. shadow ChatGPT accounts
  • Tie-in to vCIO so this is a budget line, not a science fair

If your “AI project” is really a security or Microsoft 365 mess, we will say so. That is vCIO or incident response, not a model demo.

Clinics and law offices: see healthcare and professional practices before anyone pastes a chart or a client file into a prompt.

Talk about AI use

Where it usually pays

Internal search over the files you already have. First drafts of routine email. Summaries of long vendor PDFs. Meeting notes that someone still has to check. None of that requires pasting a client file into a consumer chatbot.

Where it usually does not pay: “we need an AI strategy” with no workflow attached, or a custom model when Microsoft 365 Copilot (or a locked-down tenant tool) would have been enough. We will say that.

Guardrails we actually write down

  • What may leave the tenant (and what is a firing offense)
  • Which accounts are allowed — not every employee’s personal ChatGPT
  • How long prompts and outputs are retained
  • Who owns the vendor contract and the off-switch

That policy is useless if identity and backups are a mess. In that case the first engagement is fractional CIO or managed IT, and we will tell you so on the discovery call.

How the work is scoped

A short discovery (one or two days of interviews, not a six-week assessment) and a written list of three uses, max. Then we help turn the first one on inside a tenant you control. No lab. No demo environment you cannot afford to keep.

Owners

You want hours back without leaking the company. We pick the hours and name the risk.

Admins

You are already fielding “can we just use ChatGPT.” We give you a policy and a sanctioned tool, not another shadow IT fight.

Clinics & firms

Charts, matters, and tax files do not go in a prompt. Healthcare page first.

Questions we get

Will you install ChatGPT for the office?

We will tell you whether a model should touch that workflow at all, and which vendor is allowed to see the data. Shadow ChatGPT accounts are usually the problem, not the lack of a logo.

Is this instead of managed IT?

No. If the tenant, backups, or identity are a mess, that is vCIO or incident response. We will say so.

Want a short list, not a lab.