MLMarc LaClear
Supervised AI workflows for owner-led service businesses

Map one repeated task into a supervised AI workflow.

Describe the work that keeps coming back. The Studio will turn it into a practical blueprint with a human approval point, a limited first test, and a result you can measure.

AI prepares the work.A person makes the important decision.

Use business-process information only. Do not include customer records, credentials, payment details, or sensitive personal data.

How it works

One task. One blueprint. One supervised test.

  1. 1. Describe the taskAdd the tools, frequency, desired result, and reviewer that shape a useful first test.
  2. 2. Generate your blueprintSee a four-step workflow, current workload, main guardrail, and suggested success target.
  3. 3. Review the testSave it, refine the details, or ask Marc to assess fit and implementation order.
Example blueprint

A faster lead reply without giving up control.

A home-service inquiry can become a Gmail draft quickly while the owner still checks facts, schedule, price boundaries, and the final message.

Build your own blueprint →
  1. CaptureWebsite inquiry
  2. PrepareExtract details and draft
  3. ReviewOwner checks and approves
  4. ActSend and log after approval

Measured example: AI draft prepared in under 60 seconds; reviewed median first response was 2 minutes 14 seconds. Results vary by process and review time.

Results

Measured improvements, with the human work made visible.

These anonymized examples describe starting conditions and limitations; they are not promises of future results.

2m 14sMedian reviewed first response in the documented lead-response workflow.
5.2 hoursWeekly administrative time reduced in one measured workflow after review and iteration.
100%Consequential external actions kept behind human approval in the published examples.
Read the case studies and limitations →
Services

Start with the smallest useful engagement.

Choose a map, an implementation sprint, or ongoing improvement. Scope and price ranges stay visible before you contact Marc.

Workflow Map

Choose the right first workflow, guardrails, test, and measurement plan.

$297–$497

Workflow Sprint

Build and test one supervised workflow in the tools you already use.

$1,500–$2,500

AI Operations Partner

Improve multiple workflows with ongoing human review and measurement.

Custom monthly scope
Compare scope, timing, pricing, and fit →
Your first step

Map the task before you automate it.

No email is required for the initial blueprint. The Studio keeps important decisions with a person, restores this browser session for two hours, and lets you print or save the result. See how AI and privacy are handled.

Map My WorkflowBrowse Resources