JJ AndradeLLC
PT Free Flow Map
JJ Andrade LLC · Business Performance, Engineered

Your team is busy. Output isn't growing.

Before you hire or buy equipment, find the bottleneck. Lean Six Sigma and queuing theory, applied in real operations since 2012, now with AI where it pays off.

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35%+average capacity gain across client projects
8.5→1.2%defect rate (client case)
500+professionals trained
2books published

JJ Flow Map · free

Your flow map in 3 steps

A guided Current State Value Stream Map of one flow in your business. Start with what you know. Leave the rest unknown.

  1. 01

    Describe one flow

    Start and end points, steps, and the numbers you know.

  2. 02

    Confirm your email

    Your map is delivered there.

  3. 03

    Read your current state

    A map, honest subtotals, and questions worth checking.

Example · fictitiousBrightline · fictional service businessCustomer request received → Invoice paid

Swipe sideways to see the whole map →

Parts supplierCustomers40 jobs / monthTakt 4.2 h / jobOffice · ownerSchedules jobs · orders partsRequests: phone · e-mail · WhatsAppParts order (e-mail)Parts · 1×/week → RepairDaily schedule (whiteboard)Invoice by e-mailIntakeC/T10 minHC1C/O0Rework?IWIP ?QuoteC/T30 minHC1C/O5 minRework?IWIP ?ApprovalC/T?HC?C/O?Rework?IWIP ?SchedulingC/T15 minHC1C/O0Rework?IWIP 12RepairC/T150 minHC2C/O20 minRework10%IWIP ?Invoice / paymentC/T10 minHC1C/O0Rework?Largest known waitTimeline · waiting above, work below10 min4 h30 min1 day?2 days15 min3 days150 min7 days10 min
  • Manual information
  • Electronic information
  • Push (work sent on, not pulled)
  • Work waiting (WIP)
  • Largest known wait
  • ? = unknown, kept as unknown
Known work time
3 h 35 min + 1 unknown
Known waiting
13 days + 4 h
Largest known wait
Repair → Invoice / payment · 7 days

Fictional example: sample data, not a benchmark. Brightline is not a real client; all numbers are estimates.

What you get

  • A current-state map of one flow: steps, people and waits
  • Honest subtotals: only what you entered, with unknowns kept as unknown
  • The largest known wait in the flow
  • A short list of questions to check before changing anything

What it is not

  • Not an ROI estimate
  • Not a future-state design or a plan
  • Not a validated study of your operation
  • Not a promise of results

A clearer picture of today. Not a promise of results.

Next step · optional

Want an engineer to read your map?

JJ reviews it, checks the numbers and tells you where to measure first — US$ 97, fully credited if you hire consulting or mentoring.

  • Written review of your map by JJ
  • Numbers checked for consistency
  • Where to measure first
  • A call is scheduled only after the review, if it makes sense

How consulting works

When the map shows the problem, we size the fix together.

Consulting and mentoring in four fronts. Scope, timeline and measurable targets are defined in writing after the map review, before any work begins.

  • S-01

    Flow & capacity

    Find the bottleneck, raise capacity and remove waste without cutting capability, with the numbers to show it.

    Map this flow first →
  • S-02

    Lean Six Sigma

    Root cause, standard work and control charts, so the gains hold after the project.

    Map this flow first →
  • S-03

    AI where it pays off

    Map repetitive workflows and decision points, then put AI agents, scheduling or decision support only on the ones that are ready.

    Map this flow first →
  • S-04

    Mentoring & training

    Lean Six Sigma and problem-solving mentoring for owners, managers and teams. 500+ professionals trained since 2012.

    Map this flow first →

Remote and asynchronous. Live sessions are scheduled outside business hours (evenings and weekends, US Eastern).

Services & how engagements work →

Methodology

The 8-Step Problem-Solving Method

A framework that combines Lean Six Sigma and queuing theory. Each step has a clear output before the next one starts, and targets are set in writing at step 3.

  1. 1Clarify the problem
  2. 2Break it down
  3. 3Set targets
  4. 4Root cause analysis
  5. 5Develop solutions
  6. 6Implement
  7. 7Evaluate results
  8. 8Standardize

Results

Measured, not promised

Within 3 months, we improved our capacity by 35%. His systematic approach to identifying bottlenecks and implementing AI-powered solutions saved us thousands of dollars and time on tasks inside our office.
Eduardo Galvao · Business Owner
Working with JJ Andrade was a game-changer for our production line. His integration of digital technologies and Lean principles reduced our defect rate from 8.5% to 1.2% and increased overall equipment effectiveness by 42%. The AI-driven predictive maintenance system he implemented prevented 15 potential equipment failures, saving us over $850K in downtime costs.
Stephen Binder · Plant Manager, Manufacturing

Results from specific client projects, shared with permission. Each case is different: your results depend on your process, data and team.

Books

Combining Lean Six Sigma and Queuing Theory

  • Published

    8-Step Problem-Solving Method

    The full method, step by step, with the tools for each stage.

    View on Amazon →
  • Published

    Queuing Theory for Business Optimization

    Little's Law and queuing models applied to real operations.

    View on Amazon →
  • Coming soon

    Lean Six Sigma Toolbox

    A root cause analysis toolkit.

Amazon author page →

About

Engineer first. Then data, method and code.

JJ Andrade started in production mechanical engineering, then completed a Six Sigma post-graduate specialization (Black Belt), an MBA in Business Management, and HarvardX (edX) certificates in Data Science: Probability and Entrepreneurship in Emerging Economies.

He has applied these frameworks hands-on since 2012, trained 500+ professionals in Lean Six Sigma and problem solving, published two books, and built WeCazza, a software platform for home service teams.

The engineer behind the results →

Free tool: Little's Law & M/M/c calculator →

FAQ

Common questions

What is the JJ Flow Map?

A free, guided Current State Value Stream Map of one flow in your business: the steps, the waits between them and honest subtotals. You enter what you know and mark the rest as unknown.

Is it a promise of results or an ROI estimate?

No. It is a clearer picture of today. It does not estimate ROI, design a future state or replace a validated study of your operation.

What does the US$ 97 review include?

JJ reads your map, checks the numbers and tells you where to measure first. The full US$ 97 is credited if you hire consulting or mentoring. A call is scheduled only after the review.

How does an engagement work?

Free flow map, then the optional map review, then a scope in writing and a structured plan using the 8-Step Method, implemented with your team.

Do you work on-site?

Work is remote and asynchronous. Live sessions are scheduled outside business hours, in the evening or on weekends (US Eastern).

Which industries do you work with?

Manufacturing, logistics, professional services, SaaS and home services. The methods apply wherever there are processes, queues and measurable outcomes.

How fast will we see results?

Each case is different. Across client projects, capacity gains have averaged 35% or more, and in one case capacity rose 35% within three months. Targets are set in writing after the map review.

Do you use AI for everything?

No. AI is used where it adds real value, not for every problem.

Contact

Prefer to write first?

Send a message on WhatsApp or by email.

WhatsApp · jj_andrade@outlook.com · +1 (423) 394-3031 · Remote · U.S. & worldwide

Central Redes JJ

A personal automation tool JJ Andrade uses to upload and track videos on his own YouTube channel. It uses YouTube API Services and is not offered to third parties.

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