AI CONSULTING
AI consulting for small businesses that need working systems
Find the first AI workflow worth building, then ship it and prove the payback.
What matters
The short version.
01
Start with one high-friction workflow, not a company-wide transformation theater.
02
Leave with software, prompts, integrations, and operating rules your team can actually reuse.
03
Use AI where it changes response time, margin, throughput, or quality control.
01
The first win is usually operational
Most small businesses do not need an AI lab. They need inbound messages answered faster, documents parsed without data entry, reports generated without a weekly scramble, and customer handoffs that do not depend on one person remembering every detail.
02
Consulting should become code quickly
We map the workflow, rank the automation opportunities, and move into a prototype fast. The strategy matters because it decides what to build first, but the value shows up when the system starts handling real work.
03
Owned systems beat another subscription
The goal is not to add a chatbot subscription to a messy stack. The goal is durable software that fits your process, connects to your tools, and stays yours after the engagement.
Related services
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Proof in the wild
Angelone Homes
Scaling a luxury builder without scaling headcount
A custom operations platform — front desk, subcontractor compliance, bidding, and homeowner support — built around how a luxury home builder actually runs.
AppAdvisor
Replacing manual data work with custom automation
An internal AI pipeline that sources, parses, and validates university data automatically - replacing overseas manual research with a daily refresh across thousands of schools.
Questions
We are builders first: you get a scoped plan and the working system behind it, not a roadmap that needs another vendor. We also do not lock you into one model provider. You own the stack and can move freely between OpenAI, Anthropic, open models, and whatever comes next—optimizing for cost and intelligence as the market shifts, instead of betting everything on a single vendor's roadmap.
Yes. Most engagements connect to the existing stack first: inboxes, CRMs, spreadsheets, document stores, calendars, analytics tools, and custom databases.
The best fit is a founder-led or operator-led team with repeated work, expensive manual handoffs, and enough volume for automation to matter.
Start here
Find the first AI workflow worth building
Walk us through the work that keeps repeating. We will point at the first system that should exist and what it would take to ship it.
Book time.
Reserve diagnostic time toward a written spec and next-step plan.