LUMEN AI STUDIO
Discuss your workflow

AI AUTOMATION + WHITE-LABEL DELIVERY

More delivery capacity. Less operational drag.

We help agencies and operations teams design and deliver practical AI automation—and provide reliable white-label capacity when projects need extra hands.

Discuss your workflow View capability examples

Simon Li

Founder & AI Solutions Lead

Direct involvement from scope to review

simon@lumenaistudio.co

Clear scope

Know what is included

Human checkpoints

Review before rollout

White-label ready

Work under your brand

Built around your tools

Avoid unnecessary rebuilds

SERVICES

Focused support for practical delivery.

AI Workflow Automation

Practical automation for repetitive operational work, designed around human review.

  • Lead intake and qualification
  • Reporting, data organization, and notifications
  • Human-reviewed automation
  • Lightweight connections between existing tools

White-label Delivery Support

Additional Web, AI, and automation delivery capacity for agencies under their own brand.

  • Delivery under your brand
  • Clear scope and milestones
  • Human acceptance before rollout

E-commerce Customer Support Operations

Overflow support for Shopify and Amazon customer-service operations using brand-approved procedures.

  • Order status and return coordination
  • Product FAQs and escalation handling
  • Minimum-access operating practices

CAPABILITY EXAMPLES

Practical systems for real operating work.

These examples show what Lumen can help deliver. They are capability demonstrations, not client case studies or performance claims.

CAPABILITY EXAMPLE

Find and qualify potential leads

Organize prospect research and qualification into a reviewable outreach workflow.

  1. Research
  2. Qualify
  3. Draft for human review

CAPABILITY EXAMPLE

Turn requests into structured briefs

Convert repeated or unstructured requests into consistent, actionable briefs.

  1. Capture
  2. Structure
  3. Review the brief

CAPABILITY EXAMPLE

Generate reports ready for approval

Shape operating data into reports that a person can verify before sharing.

  1. Collect
  2. Organize
  3. Approve

HOW WE WORK

A clear process, with people in control.

  1. Understand the workflow

    Input
    Current tools, recurring work, and constraints.
    Output
    A shared workflow map and priority.
    Human involvement
    Your team confirms where the friction actually sits.

  2. Define a small scope

    Input
    The agreed workflow and success criteria.
    Output
    A small, testable delivery scope.
    Human involvement
    You approve the deliverables and checkpoints.

  3. Build the simplest solution

    Input
    Existing tools, approved access, and the scoped plan.
    Output
    The simplest reliable working solution.
    Human involvement
    We review tradeoffs that affect your operations.

  4. Review before rollout

    Input
    A working solution and realistic test cases.
    Output
    A reviewed rollout plan and handover.
    Human involvement
    A person accepts the result before launch.

ABOUT

Practical automation, directly accountable.

Simon Li

Founder & AI Solutions Lead

Lumen AI Studio focuses on useful automation and reliable delivery, with direct founder involvement from initial scope through review.

START A CONVERSATION

What is slowing your team down?

Share the workflow, bottleneck, or delivery gap you want to improve. You can also email simon@lumenaistudio.co.