Process
The goal isn’t “where can we use AI?”
It’s “where does the business have a measurable problem that AI or automation can solve?” That better question is where every engagement starts.
The MAC Opportunity Framework
Our diagnostic lens during Discovery — three areas we look across on every engagement, regardless of industry.
Manual Work
Where are people spending time on repetitive processes that could be automated?
Acquisition & Adoption
Where is friction preventing prospects from converting, or customers from realizing value?
Communication
Where are gaps across voice, SMS, email, support, and follow-up creating missed opportunities?
Strategy. Implementation. Adoption.
What that looks like across an engagement, from first conversation to results that stick.
Discover
We walk through your customer journey, technology, communications, and internal workflows using the MAC Opportunity Framework — looking for measurable problems, not places to bolt on AI for its own sake.
Strategize
Findings get turned into a prioritized AI & Automation Opportunity Roadmap: what we found, why it matters, expected impact, and where we’d recommend starting first.
Implement
We build it — automations, integrations, and, where it makes sense, a fully custom website with an admin back-end designed around how your business actually operates.
Adopt
A system nobody uses isn’t a win. We track adoption, tune based on real usage, and make sure the value we found on paper shows up in the business.
Ready to find out where you stand?
The Discover step starts with a single conversation.