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.
MavenSolutions helps mid-market leaders decide whether a specific AI project is worth funding. If it is, we take it through production and measure what changed.
Bring one workflow
Start with a stalled pilot or one expensive workflow.
01
The ownership gap
AI ideas are abundant. The harder problem is owning the result.
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. Build the system, test it against real examples, prepare the team to use it, and hand over the code and operating guide.
Operate
Keep production systems reliable. When ongoing support is useful, we monitor performance, respond to failures, and test changes before release.
Prove
Measure what changed after launch. We track how the agent performs, whether people use it, and what changed in the workflow and financial result.
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, but nobody owns the path from the investment decision to a measured business result.
04
How the work is governed
Govern the work against a named owner and a clear baseline.
We define the evaluation and stop criteria before the expensive work begins. If the evidence does not 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 draws on twenty years of production engineering, including early work on Magento and fifteen years running an ecommerce engineering company. Demos are easy. Production systems that survive real traffic are not. We bring that production discipline to every engagement.
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