Advice
Decide what deserves capital. Establish the business case, baseline, owner, and constraints. Then choose the lowest-risk path: build, buy, direct a specialist, rescue the existing work, or stop.
Outsourced AI operating partner
From AI business case to production result.
One accountable partner for mid-market leadership teams: decide which AI initiatives deserve capital, get the right solution into production, and prove what changed.
Bring one workflow
Start with a stalled pilot or one expensive workflow.
01
The ownership gap
Most companies don't have an AI-idea problem. They have an ownership problem.
A vendor owns the demo. IT owns access. Operations owns the workflow. Finance owns the number. Nobody owns the chain from business case to production result.
MavenSolutions closes that gap.
02
One accountable partner
Deliver
Put the right solution into the real workflow. Turn a qualified initiative into a production system with agreed evaluation, operational controls, adoption planning, and a clean transfer path.
Operate
Keep accepted systems measurable and recoverable. When ongoing operation is needed: monitoring, failure response, controlled changes, current evidence.
Prove
Production is a gate. The operating result is the point. After the agreed observation period, we document agent performance, workflow adoption, operating impact, and the supported financial contribution.
03
The buying moment
Call when AI activity exists but accountable execution does not.
A pilot works in the demo but won't reach production.
The missing piece is evaluation, integration, ownership, reliability, or adoption.
One expensive workflow is worth improving.
The problem is visible; the build-versus-buy decision and delivery path are not.
Vendors and experiments are multiplying.
Leadership needs one operator to decide what continues, changes, or stops.
AI is in the value-creation plan.
The mandate exists; nobody owns the path from investment decision to measured operating result.
04
How the work is governed
One workflow. One owner. One baseline.
The evaluation exists before the agent. Kill criteria are agreed before the expensive work. If the evidence doesn't support the investment, we say so — stopping early is a valid result.
Read the framework →05
Founder-led
Production discipline, earned before AI made it fashionable.
MavenSolutions is built on twenty years of production engineering — early work on Magento, fifteen years running an ecommerce engineering company. Demos are easy. Production systems that survive real traffic are not. That discipline is the company.
The MavenSolutions story →Book a working session
Bring one workflow.
The one that costs too much, moves too slowly, or has a pilot stuck before production. We'll determine whether it deserves more capital and what the next step should be.
If the case is weak, we say so.
FreeNo pitch deckGo or no-go on the call