MLMarc LaClear
AI Workflow Studio

Map one repeated task before you automate anything.

Start with the bottleneck. The Studio structures the inputs, recommends a limited first workflow, distinguishes AI-assisted work from human approval, and gives you a measurable test plan.

AIAI prepares the work.→YouA human makes the important decision.
AI-assisted, reviewed by a person

Build your workflow blueprint

No email is required for the initial result. Do not enter private customer data or credentials.

Use a business-process description. You can add more detail after the first useful result.

Add details for a sharper blueprint
Caution

Use business-process information only. Do not enter private customer records, passwords, payment details, health information, or sensitive personal information.

How this demo works

Sent for processing: the workflow fields you choose to submit. The server sends them through Straico to the configured language model to structure a draft blueprint.

Stored: raw Studio input is not written to the site’s permanent logs. Your current blueprint is kept in this browser tab’s session storage for up to two hours so refresh and normal navigation work. Safe categorical funnel events are logged; the bottleneck text, name, URL, email, and full blueprint are not analytics properties.

Real-world action: none. The output cannot send a customer message, change a record, provide a final quote, or connect to your tools. Human review is shown before consequential steps. Read full AI transparency details or report an unhelpful result.

  1. Reading the request
  2. Extracting editable details
  3. Matching a workflow pattern
  4. Preparing the blueprint
  5. Applying format and safety checks

These labels describe application stages, not private model reasoning.

Awaiting generation
One practical diagnostic

Readiness is evaluated inside the workflow

Earlier standalone diagnostics have been consolidated into the Studio. Readiness is now practical: does the task repeat, are the inputs understandable, is there a named reviewer, can exceptions be escalated, and can the result be measured?

A recommendation is a planning draft. It is not permission to connect systems or act on a customer record.

Human validation

Bring the structured blueprint into a real review.

Marc checks the recommendation against your actual process, tools, risks, and implementation constraints.

Review This With Marc