Put AI to work in your business.
Armature is an AI adoption and operations consultancy for small and midsize businesses. We find where AI will actually help, set it up inside the tools you already use, and stay until your team runs it without us.
Book a free 30-minute call See how it works
Based in Washington. For owners and leaders of small and midsize businesses.
You know AI could help.
Where should a business start with AI?
Where the hours go.
Re-typing between systems, chasing approvals, reports that take heroics. That’s usually where AI earns its keep first.
Before buying another tool.
Everyone’s selling one. Start with how your business runs, then use what you already pay for where it fits.
With one thing the whole team uses.
A few people trying ChatGPT on their own rarely changes much. The time savings show up when the whole team runs the same workflow.
We start with your work, not with a tool.
How does an Armature engagement work?
Listen.
We talk with the people who do the work, not just leadership, and map how work really moves.
Score and rank.
Every task gets scored on speed, quality, efficiency, and business impact, so you fix what’s worth fixing first.
Build in small steps.
We set AI up inside the tools you already use, train your team, and make sure a person approves anything important.
Measure.
We compare before and after, mostly in hours given back to your team, and tell you plainly what worked and what didn’t.
Sometimes the right answer is “leave it alone.” We’ll tell you that too.
Start small. Go further only if it’s working.
Already know the one problem you want solved? We can scope it directly and skip the audit.
Fees are fixed and quoted up front after our first call. You buy any software directly, in your name. We don’t resell or mark it up.
Want your team using AI before anything gets built? See the half-day AI workshop
If we can’t measure it, we don’t claim it.
Hours back for your current team.
Time saved on work people already do, valued at what that time costs you.
Work you’d otherwise have to hire for.
New capacity, measured as the cost of the person or contractor you didn’t need.
Every task is scored before and after on four things:
- Cycle time
- how long it takes from start to finish
- Quality
- fewer errors and redos
- Efficiency
- less effort per result
- Business impact
- what it means for revenue, cost, or customers
Every number we share says whether it was measured or estimated.
Questions owners ask about AI
We already tried ChatGPT. It didn’t do much.
That’s common. A chat window on its own doesn’t change how work gets done. The value comes from picking the right tasks, connecting AI to the tools and files you already use, setting it up safely, and training people on their real work.
Is our data safe?
Your data stays in your systems and your accounts, in your company’s name. AI tools sign in as the person using them and only see what that person can already see. We use business plans that don’t train on your data. We tell you which AI vendors touch it. We remove our access and return or delete anything we hold within 30 days of finishing.
My people won’t use it.
That’s the most common way AI projects fail, so it’s built into how we work. We build around your team’s real tasks, give them simple guides in your company’s branding, and check that they’re actually using it. We’re not done until your team runs it without us.
Will this replace my staff?
The goal is to take the re-typing, chasing, and report-building off people’s plates so they can do the work you hired them for. We measure hours given back, not headcount cut.
Why not just have my IT provider do it?
Keep them; we work alongside them. They handle devices, network, and security. We handle the part they usually don’t: deciding where AI should help, setting it up, training people, and measuring results.
AI makes mistakes. How do you handle that?
A person approves anything that matters: AI drafts, a human sends. And where the answer should always be the same, like calculations and checks, we use plain rules instead of AI.
Can you guarantee savings?
Not before measuring; anyone who does hasn’t seen your business. We commit to a fixed scope and price, a clear definition of done, measured before-and-after results, and straight talk if something isn’t worth doing.
Do we need to be technical?
No. We work in plain language, inside the tools you already use, like Microsoft 365, Google Workspace, and your CRM and accounting software.
Not sure where to start?
That’s what the first call is for.
30 minutes, free. You’ll leave with an honest read on whether we can help and a sensible first step.
or email [email protected]