Practical AI for the Midmarket
Where AI makes a difference in a business like yours.
In a midmarket company, AI isn't one big transformation. It's a series of specific, well-chosen changes to how work gets done. We help executive teams find those changes, build them, and prove the result in the numbers you already manage: cost-to-serve, output per person, EBITDA margin.
Three ways AI pays for itself
Every engagement targets one of three outcomes, each already working in companies your size. There's no platform to buy and nothing to rip out.
1. Take cost out of routine work
Order intake, document review, scheduling, reconciliation, customer requests: most of it still routes through inboxes and manual handoffs. We find the workflows where automation removes the most cost with the least disruption, then build AI-assisted processes that handle routine volume so your people handle exceptions and judgment calls.
What changes:
Fewer handoffs, faster cycle times, lower cost per transaction.
How you will know:
Cost-to-serve, cycle time, and rework rates, measured against a baseline we set before we start.
2. Get more from the team you have
Growth usually means hiring ahead of revenue. There's another way: equip the team you have with AI-assisted drafting, research, analysis, and decision support, so the same people produce more at the same quality bar. Capacity grows without new headcount.
What changes:
More throughput per person, faster turnaround, less backlog.
How you will know:
Output per employee, revenue per employee, time to delivery.
3. Make the gains add up
One-off fixes create one-off improvements. Durable margin comes from a short, sequenced roadmap tied to business priorities: which processes to improve, which data to organize, what to build versus buy, and in what order. We bring the executive-level judgment to sequence it so each win sets up the next.
What changes:
Technology spend aligned to margin impact, fewer stalled initiatives.
How you will know:
EBITDA margin, return on technology spend, initiatives finished versus started.
How an engagement works
1. Assess
We map your operations and identify the highest-return applications. You get an honest picture, not a pitch.
2. Prioritize
Together we choose the shortlist worth doing, with expected impact, cost, and timeline for each. You decide the scope.
3. Implement
We build with your team, in your environment, tied to acceptance criteria we agree on up front.
4. Measure
Every initiative ships with a baseline and a scorecard. If it doesn't show up in the numbers, it isn't done.