AI Strategy / United States
AI strategy and architecture assessment for mid-sized companies across the United States. A clear, prioritized view of where AI fits in your operating model — and what to do about it.
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.
Assessment Work at a Distance
The AI Architecture Assessment — the entry point for most of our strategy work — is built around two kinds of inputs: structured conversations with the people who run the business, and a review of the operational and technology environment those conversations reveal. Both of those translate cleanly to remote delivery. The interviews happen over video. The documentation review — your current tech stack, your org chart, how work flows through your key processes — comes through shared materials and screen-share walkthroughs. We’ve found that operators at mid-market companies are often more candid in this format than they might be across a conference table, because the logistics are low-friction and the conversation stays focused on the work.
For a company that isn’t near a major consulting market, this matters practically. The alternative — flying someone in for a discovery engagement, or working with a local generalist who doesn’t have deep AI operating experience — isn’t obviously better just because it’s in person. What matters is whether the person doing the assessment has actually run AI integration in business environments like yours and knows which questions to ask. The remote format gets that experience in front of your leadership team without the geographic filter that would otherwise limit your options.
The Service
Before you implement anything, you need a clear picture of where you actually stand — and an honest answer to the question of whether AI is worth pursuing right now, in your specific operation, with your specific constraints.
That’s what the strategic side of our work is about. We call it the AI Architecture Assessment, and it’s the entry point for most of the companies we work with. Over one to two focused sessions, we look at your operating model — how work actually flows through your business, where your team’s time goes, where the bottlenecks are, and where AI could realistically create leverage without creating new problems. We look at your current technology stack and whether it’s positioned to support AI integration, or whether there are foundational issues to solve first.
The output is a clear, prioritized view of what to do, in what order, and why — specific to your business, not a generic framework. For mid-sized companies in healthcare, financial services, senior living, and home services, that kind of grounded assessment is especially important because the operational decisions are consequential: the wrong integration sequence wastes time and budget; the right one compounds. Some businesses we assess are ready to move immediately. Others need to solve something more foundational first. Either way, you walk away knowing where you actually stand.
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.