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Level 4: Keep it cool

Dedicated Ongoing AI & Automation Support

Motors fail from heat, not effort

Continuous monitoring, tuning and extension of the systems running your business, so automation keeps earning its place rather than quietly degrading.

Talk about support
Typical duration
Monthly, cancel any time
Investment
Monthly retainer
Scaled to how many systems are running. No lock-in — the systems are yours either way.
Tier
4 of 4

The problem

An automation that worked perfectly at launch drifts. Models get deprecated, software it connects to gets major updates, an API changes shape, volumes double, a new team member uses it differently than intended. Without someone watching, the first sign of trouble is usually a customer complaint.

What you walk away with

Someone who knows your systems intimately, watching them, improving them, and extending them as the business changes — with a response time you can actually plan around.

Included

What you actually get

Monitoring and alerting

Failures and quality drift surface to me before they surface to your customers.

Model and dependency upkeep

Migrations to newer models, API changes and library updates handled as routine maintenance.

Continuous tuning

Prompts, logic and thresholds refined against what the system is getting wrong in the real world.

A named response window

An agreed turnaround for issues, so you are never guessing when something will be looked at.

Ongoing extension

New workflows added as the business changes, without starting a fresh procurement each time.

Quarterly review

What the systems have returned, what has drifted, and what is worth building next.

Right for you if

  • Businesses now depending on automation for something that matters
  • Teams without an internal person who owns these systems
  • Owners who would rather one accountable person than a support queue

How it runs

The shape of the engagement

  1. Baseline review

    Month 1

    Whatever is already running gets documented, instrumented and measured — including systems I did not build.

  2. Steady state

    Ongoing

    Monitoring, tuning and maintenance, with a monthly note on what changed and why.

  3. Quarterly planning

    Every quarter

    A proper look at returns and at what should be built next.

Questions about this tier

It will, occasionally — that is true of your people too. The question is what the system does about it. Every build has explicit boundaries: what it decides alone, what it escalates to a human, and what it does when it is uncertain.

Before anything goes live it is evaluated against real historical cases, so you can see the error rate rather than guess at it.