Operational problems worth solving

AI pilots fail.
We charge only when
yours works.

We work with your team for a few weeks, find the measurable bottleneck, ship the smallest useful solution, and charge only when the result is visible in the operation.

Book 45 min - we bring the analysis

Maca

online diagnostic agent

try it yourself

Hi, I am Maca. Tell me what your company does and where time, money, or attention gets lost every day. I will help you find the first operational problem worth attacking.

01The problem

Costs your operation learned to normalize. They should not stay there.

This is not abstract inefficiency. It is money, time, and attention leaving every day because the process still depends on manual judgment, spreadsheets, calls, and someone being available.

Approvals that stall

Orders, claims, authorizations, or PQRs wait because every stakeholder asks for context in a different channel.

daily drag

Excel as the operating system

Someone exports files, crosses rows, explains differences, and becomes the only person who knows what is true.

manual truth

Hiring to keep up

Every increase in volume requires another coordinator because the process never became smarter.

linear cost

The founder's phone runs the company

The operation moves only when the right person answers, unlocks context, or pushes the next step.

fragile throughput

02The loop

Diagnose the bottleneck

We map the process, quantify the cost, and decide if the problem is measurable enough to attack.

Choose the smallest useful solution

We avoid big-platform theater and pick the simplest tool that can move the operational number.

Ship and test in weeks

We build inside the workflow with the people who actually live the process every day.

Improve or charge

If it does not work, we loop. If the result is visible, we charge on verified impact.

"No long implementation theater. Diagnose, build, test, improve, and charge when the result is real."

03The result

Three kinds of operational results we look for.

Cost, time, and service quality are the usual entry points. Pick a scenario and see what the diagnostic output can look like.

Operational diagnostic

PQR cost compression

$10 -> $2cost per PQR

Before

Each PQR moved through several hands before the team knew if it carried legal, financial, or customer risk.

Manual classification at intake

Duplicate checks across two systems

Manager review for low-value cases

Prioritized actions

Classify PQRs by value, urgency, and exposure at intake

Auto-match duplicates before a human opens the case

Escalate only the PQRs with measurable exposure

The operation stops spending senior attention on routine noise.

04Where it applies

Sectors where this already shows up.

Retail & Marketplaces

Margin leaks through reconciliations, supplier exceptions, support queues, and daily operating work.

Where we look: PQR triage, reconciliation, commercial operations, supplier follow-up, and recurring manual reviews.

Healthcare

Many patient-facing delays are really authorization, scheduling, claims, and back-office delays.

Where we look: EPS coordination, authorization follow-up, document review, patient routing, and billing visibility.

Government

Every manual procedure is a person waiting and an operational cost that is rarely measured.

Where we look: intake, document validation, case prioritization, citizen service, and follow-up queues.

05The team

You work with the founders, not consultants.

We are real founders who have tackled real, tangible problems, built companies, operated under pressure, and raised millions of dollars.

We work with few clients at a time. By design.