Every fix on the market hands you a tool, a course, or a six-figure invoice, then leaves. DeVree finds the two or three places AI actually pays for itself inside your business, puts them to work, and stays on to keep them working.
30 minutes. No slide deck. We'll tell you honestly whether it's worth doing yet.
AI adoption for small businesses isn't a new industry — it's a graveyard of half-measures. Here's what we found before we started DeVree, and why none of it closed the gap.
Powerful on their own, but they assume someone already has the time and judgment to find the use case and build the habit. Usage spikes in week one, then quietly disappears.
Gets used once.
Shallow by design — a feature inside someone else's roadmap. It solves one narrow task while the real pain is spread across five disconnected systems.
Fixes one tool, not the business.
The right methodology, wrong packaging. Long discovery phases and six-figure minimums built for a Fortune 500 timeline, not a five-figure budget and a two-week decision window.
Priced for someone else.
Education without implementation. Owners leave inspired, return to a business running at full speed, and nothing changes because no one is accountable for making it stick.
Teaches. Doesn't install.
A one-off project ships and the freelancer disappears. Models and tools shift monthly — a static build has no mechanism to stay current.
A project, not a system.
The closest thing to a working model — the trusted, ongoing relationship already exists. But most are reactive by culture and genuinely behind on AI depth.
Right relationship, wrong expertise.
DeVree isn't a tool and it isn't a project. It's an ongoing, embedded part of how your business runs, priced and built for a company your size.
No generic playbook. We map how your team actually spends its week and find where the time is really going, before a single tool gets mentioned.
Tool selection, setup, staff training, and guardrails around data and compliance — done with your team, not handed to them in a document.
Tools change monthly. We keep the setup current, track whether it's actually being used, and add the next use case once the first one is proven.
A fixed starting point, then an ongoing relationship. No open-ended discovery phase.
Workflow mapping, a short set of staff interviews, and a plain-language report on the two or three highest-ROI use cases for your business specifically.
Tool setup, staff training, and usage guidelines tailored to your risk tolerance — not a demo, a working piece of your operation.
Usage tracked, tools kept current as the landscape moves, and new use cases added only once the last one is actually working.
Hours and dollars, not vanity metrics — and a reset of priorities for the next quarter based on what's real.
We go deep in a small number of industries rather than wide across all of them — that's where the fastest, safest results are.
Confidentiality is existential here. We start with document and intake workflows, with guardrails built for privileged information.
Admin load is the real bottleneck, not clinical work. We focus on scheduling, billing, and intake — inside a HIPAA-aware setup.
High volume, repetitive communication. Maintenance requests and tenant messages are usually the fastest win we find.
You sell precision and efficiency to your own clients. We help close the gap between what you sell and what you run on internally.
Document-heavy and compliance-bound. We focus where paperwork volume is highest and the margin for error is real.
Call handling and dispatch are usually where the ROI shows up fastest and most visibly, week to week.
Most options solve one part of this and leave the rest to you.
| Self-serve tools | Enterprise consultancies | DeVree | |
|---|---|---|---|
| Time to first result | Depends entirely on you | Months of discovery | Two weeks |
| Who implements it | You do | A team that then leaves | Us, with your staff |
| Ongoing support | None | Rarely included | Built into the relationship |
| Compliance & guardrails | On you to figure out | Enterprise-grade, enterprise-priced | Scoped to your actual risk |
| Cost for a 30-person business | Low, but often wasted | Out of reach | Built for this size |
| Accountable for adoption | No one | No one, after handoff | Us — that's what we're measured on |
Thirty minutes. We'll tell you honestly whether AI can pay for itself in your business right now, and exactly where.