AI Consulting / United States
Operator-led AI consulting for mid-market businesses across the United States. Real implementation, not theory.
For the broader view of where this is heading at the executive level, read the executive perspective on AI integration.
Mid-market companies and PE-backed portfolio companies across the United States share a common operating reality: enough operational complexity to make AI integration meaningful, but not enough internal engineering capacity to build it themselves. AI with Renew works with businesses in that exact position — companies between roughly $5M and $500M in revenue, with real teams and real systems, looking for an operator-led approach to AI that produces actual results rather than slide decks.
We’re based in Birmingham, AL and work nationally — currently engaged with companies across Birmingham, Huntsville, Nashville, Atlanta, and Dallas-Fort Worth, with the flexibility to engage anywhere in the country.
How We Work Remotely
The structure of a remote consulting engagement is straightforward, and it mirrors how most mid-market operators already work with outside advisors. We start with focused discovery — structured conversations with you and the relevant members of your team about how work actually flows through the business, where time is going, and where the friction is concentrated. That work happens over video, and it’s more efficient than you’d expect precisely because we’re asking operational questions, not doing a facilities tour. The diagnostic doesn’t require us to be in your building.
What follows is iterative. We’re accessible between sessions, we review the documents and systems you share, and we build recommendations against your actual operating environment — not a generalized version of it. Mid-market companies working with us from anywhere in the country get the same engagement depth as any local client would. The work is advisory; what it requires is access to you and your team’s time, not proximity to your office.
The Service
Mid-market businesses occupy a specific and somewhat awkward position in the AI landscape. You’re too big to benefit from tutorials aimed at solopreneurs, and too small — or too operationally complex — to justify the kind of enterprise software implementations that come with seven-figure price tags and dedicated internal engineering teams. Most of the AI conversation happening right now is aimed at one end or the other. Very little of it is aimed squarely at you.
That’s the gap AI with Renew was built to fill. Our consulting work is grounded in the operating reality of companies with $5M to $500M in revenue — businesses that have real employees, real customers, real systems, and real constraints on how much disruption they can absorb at once. We’re not researchers and we’re not software vendors. We’re operators who’ve actually integrated AI into business environments at this scale and have learned through that work what produces results and what doesn’t.
The consulting relationship looks like this: we start by understanding how your business actually operates — not how you’d like it to, but how it does — and then we identify where AI creates real, practical leverage within that reality. Financial services firms, healthcare operators, senior living organizations, and home services businesses make up a significant part of our client base, and we bring vertical-specific experience to those engagements. If we don’t think AI is the right investment for where you are right now, we’ll tell you that too.
Why AI with Renew
Most AI consulting comes from one of two places: large professional services firms with methodology-heavy approaches built for enterprise budgets, or individual practitioners who know the tools but haven’t run the kind of business they’re advising. AI with Renew sits in neither of those places.
Our work is led by an operator with three decades of experience in business, marketing, finance, and operations — the years that produced the judgment we now bring to AI integration work. Practical AI at its current capability level is a recent phenomenon for everyone, including us. What we bring to it is the operating context: thirty years of knowing how mid-market companies actually run, where the friction tends to sit, and what kinds of change a business at this scale can absorb without breaking. AI is the current chapter. The foundation underneath it is the part that matters most.
The mid-market and PE portfolio company focus is intentional. We understand what it means to run a business at $5M–$500M in revenue — the resource constraints, the team dynamics, the systems that were good enough five years ago and are now bottlenecks, the pressure to improve operations without breaking what’s already working. Enterprise AI playbooks don’t fit this environment. Neither do startup approaches. Our work is calibrated specifically to businesses that have real operational infrastructure and real stakes around how they change it.
We’re also willing to be honest in ways that aren’t always commercially convenient. If your business isn’t ready for AI integration yet, we’ll tell you. If a specific tool or approach isn’t right for your situation, we’ll say so. If the answer is “not yet, and here’s what to solve first” — that’s a better outcome for you than a premature implementation that doesn’t stick. Mid-market companies and PE portfolio companies in Financial Services, Healthcare, Senior Living, and Home Services choose us because they want that kind of assessment, not a pitch.
Industry Focus
We focus on four verticals where AI integration creates the clearest operational leverage — and where we have the direct experience to implement it correctly.
For banks, insurance firms, wealth management practices, and financial services mid-market operators, AI integration centers on compliance-aware workflow automation — document processing, client communication workflows, internal reporting, and the administrative burden that grows as regulatory requirements multiply. The goal isn’t replacing judgment; it’s removing the manual work that surrounds it.
Healthcare organizations carry disproportionate administrative overhead relative to their clinical output — intake processes, prior authorization, revenue cycle tasks, scheduling coordination, and documentation that consumes clinical staff time that would be better spent on patient care. We help healthcare operators build AI-assisted workflows that reduce that burden without introducing compliance risk.
Senior living communities face a distinct operational challenge: high staffing costs, significant family communication expectations, and admissions and intake processes that are often more manual than they need to be. AI integration in this vertical looks like scheduling and staffing optimization, automated family communication workflows, and admissions process improvements that reduce administrative friction without reducing the human touch that matters most.
Multi-location home services companies — HVAC, plumbing, electrical, pest control, landscaping — operate in an environment where dispatch efficiency, call handling, appointment scheduling, and technician coordination directly determine margin. AI integration here is operational at the core: faster routing, better call handling, reduced no-shows, and the kind of back-office automation that lets a business scale locations without scaling overhead proportionally.
Beyond these four core verticals, we have direct experience across a wider range of industries — including entertainment, hospitality, travel, ecommerce, retail, professional services, and others. We’re open to working with businesses in most industries where there’s philosophical alignment on how the work should be done.
The best way to find out if this is the right fit for your business is to talk about your business. 30-minute Discovery Call. No pitch. No obligation.