Production systems, not prototypes

I don’t use AI.
I run a fleet of them.

Michael R. Brotherton, PMP, CSM — focused on mission accomplishment while reducing costs and ensuring alignment with organizational objectives.

Specific systems, organizations, and data shown here are generalized for privacy. The underlying architecture and methods are real.

Read Our Story ↓ See the Fleet →
Orchestration map01 / system
FLEET / PRODUCTION
SHIPPED
MAIN CHAT
XO / 01
XO / 02
XO / 03
9parallel workers
5quality gates
16command centers
01 — OUR STORY
It started with a spreadsheet.

The machine that builds machines.

One operating problem became a fleet, a chain of command, and a quality system. Every step came from using the work, catching what failed, and fixing the process—not writing a theory about it.

16 command centers · 9 parallel workers · 35 patterns · one system

It started with a spreadsheet.

Brotherton Books — a bi-weekly envelope budget system running on a Google Sheet. I handed the entire bookkeeping job to AI: logging from bank feeds, reconciling every tab, answering “how much is left” without me touching it.

Then it grew.

One assistant became a crew. Crews needed coordination, so we built the XO — an executive officer speaking with my authority. Six crews, nine workstreams, all reporting through the chain: crew → XO → main chat → me. Zero exceptions.

Quality wasn’t good enough. So I wrote the control system myself — five Critical-to-Quality gates, two build paths (full and light), golden packets for every defect class my screenshots caught. The machine grades every build. My tap is the final gate.

Then came the generational leaps.

M1

The QC Machine. Fleet process, five gates, Path F for anything visual. Nothing ships until it clears.

M2

Navigation is king. Command palettes, L1-to-L4 drill-downs, breadcrumbs, status dots. Every number answers “so what?” at a glance.

M3

Research integration. 35 patterns from the best dashboards on earth — Linear’s command palette, Stripe’s progressive disclosure, D3 crossfiltering. Tabular numerals. Semantic color tokens. The details that make it feel inevitable.

M4

Ownership. Each agent takes pride in their baby. Not generic patterns — deep, domain-specific finishing touches. The agent who owns the debt center knows every avalanche calculation. The one who owns commute books knows you listen at night and need a sleep timer.

The principles that got us here:

  • “Leave no man behind.” A machine run doesn’t end until every artifact is through.
  • “Navigation is king.” If you can’t find it in two taps, it’s broken.
  • “Speed comes from scope, not spend.” Throwing credits at it doesn’t make it faster. Smaller specs do.
16command centers
9workers in parallel
35research patterns
Federalduties tracked
183row work breakdown
1system

This portfolio is the proof. Not claims — the actual work, live and clickable.

ABOUT MICHAEL

Mission first.
Results measured.

“Focused on mission accomplishment while reducing costs and ensuring alignment with organizational objectives.”

Michael R. Brotherton, PMP, CSM is Project Management Team Lead at the SC Department of Health and Human Services, Bureau of Provider Support Services, leading five project managers across a portfolio of approximately 40–60 projects.

He brings 25+ years delivering complex, cross-functional programs across military, engineering, energy, and health IT. A dedicated leader with a coach, teach, and mentor style.

linkedin.com/in/michael-brotherton-pmp-csm-820b558a Full interactive resume ↗

Credentials

PMP #8033996 · CSM #001557 · Lean Six Sigma Black Belt (U.S. Army) · Master Training Specialist (USAF) · U.S. citizen. Previously held Top Secret/SCI clearance (2013–2021); highly re-clearable.

Education

Graduate Certificate, Learning Design & Technology — University of Southern California; B.S., Education and Training (Business minor), GPA 3.5 — Wayland Baptist University; A.A.S., Corporate Training & Development — Wayland Baptist University; A.A.S., Mechanical & Electrical Technology and A.A.S., Instruction of Technology & Military Science — Community College of the Air Force.

Results

Proven ability to analyze a given situation, develop courses of action, and deliver results.

  • Saved the U.S. Government $441.8M by designing low-cost tactical infrastructure in Afghanistan.
  • Saved $1.8M at a forward-deployed Combat Support Hospital in Germany and led the hospital to OSHA Voluntary Protection Program Star Site recognition.
  • Directed maintenance for 554 missile facilities valued at more than $2B; passed Nuclear Surety Inspection despite 71% manning shortage.

Skills

Project Management · Data Analysis · Policy/Operations Expertise · Emergency Management · Risk Management · Lean Six Sigma · Team Development/Management · Strategic Planning · Process Improvement/Development · Complex Problem Solving

02 — THE FLEET

One system.
Sixteen surfaces.

Each command center turns a real operating domain into a clear, inspectable interface. Two earlier systems were consolidated into the financial command center—not hidden, but deliberately absorbed.

16 / 16 visible
01 ACTIVE

Work Command Centers

Master operating hub coordinating six specialized work crews.

Operations
02 CONSOLIDATED

Financial Command Center

Merged financial, debt, and market system with debt-avalanche modeling.

Financial systems
03 ACTIVE

Brotherton Books Dashboard

Bi-weekly envelope-budget operating view with reconciliation logic.

Financial operations
04 MERGED → 02

Debt Command Center

Capabilities consolidated into the Financial Command Center.

Generational leap
05 MERGED → 02

Stock Dashboard

Capabilities consolidated into the Financial Command Center.

Generational leap
06 ACTIVE

Job Command Center

Application pipeline managing 13 active opportunities.

Career
07 ACTIVE

Commute Books Command Center

Audiobook player paired with structured knowledge capture.

Learning
08 L4 DEEP

Program Delivery Dashboard

Program delivery control surface for a 183-row work breakdown structure.

Program delivery
09 ACTIVE

Claims Taxonomy System

Hierarchical data-classification system built for fast navigation.

Data systems
10 ACTIVE

Provider Revalidation Workflow

Healthcare compliance tracking across complex operational work.

Healthcare compliance
11 ANALYZED

Medicaid Compliance Tracker

Regulatory gap analysis across bureau and managed-care sources.

Federal regulation
12 FEDERAL DUTIES

Federal Duty Tracker

Federal regulatory duty reconciliation system.

Federal regulation
13 TEAM

Team Compliance Tracker

Shareable compliance workspace adapted for team execution.

Team delivery
14 ACTIVE

WIP Dashboard

Focused work-in-progress tracking for flow and throughput.

Operations
15 CAPTURE

Voice Capture

Voice-to-Notes OS intake that turns spoken context into structured work.

Knowledge operations
16 MISSION CONTROL

QC Machine Control Center

The command center that monitors the machine building command centers.

Quality system
17 SECURE SYNC

Secure Multi-Surface Collaboration

One source of truth, many controlled interfaces. Designed and built a two-way sync system connecting Google Sheets — the system of record — to a fleet of web command centers through a Google Apps Script bridge. The bridge is the central gatekeeper: every write authenticated, validated against an action allowlist, written to an append-only audit log. Security is layered — rotating write tokens, kill-switch, fail-closed degraded mode if the bridge goes dark. Each surface gets its own controls: per-center toggles, optimistic updates, timestamp-based conflict resolution. Real collaboration across many interfaces without ever compromising the source of truth.

Collaboration architecture
03 — THE QC MACHINE

Quality evolved
in generations.

The machine does not add polish after the work. It changes how the work is produced—each generation carrying forward the controls that proved useful.

M1
Foundation

Fleet QC

Five Critical-to-Quality gates, Path F for full treatment and Path C for light treatment, with verification required before “done.”

M2
Navigation

Generational Leap

Command palette, L1–L4 drill-down, breadcrumbs, status dots, and progressive disclosure turn dense systems into navigable ones.

M3
Pattern library

Research Patterns

Research-backed UX patterns drawn from D3.js, Linear, Stripe, Vercel, mobile financial products, Apple HIG, and Material Design 3.

M4
Ownership

Agent Ownership

Each agent treats its command center as “their baby,” applying deep domain-specific finishing work rather than generic decoration.

04 — BY THE NUMBERS

Evidence,
not adjectives.

The output is measurable: systems shipped, workloads decomposed, regulatory duties reconciled, and quality gates passed.

16
command centersAcross work, finance, compliance, career + learning
9
workers in parallelOrchestrated as one production line
35
research-backed patterns integratedDesign + interaction + data
183
row WBSLevel 4 deep
Federal
duties trackedReconciled in one compliance system
5/0
gates / skippedVerification is part of production
05 — THE METHOD

A chain of command
built for clarity.

The system separates ownership, coordination, and human judgment. That keeps parallel work fast without turning it into parallel noise.

01

Leave no man behind

A machine run is not complete when the first outputs land. It ends when every assigned system clears the line.

02

Verification is a gate

Nothing ships until Visual, Functional, Content + Data, Chain, and Flow are each checked. Quality is an exit condition, not a suggestion.

03

The human is the ultimate sensor

Screen recordings reveal what automation misses. Every caught defect becomes a named defect class the machine can recognize next time.

04

Research must change the build

Patterns are ranked by impact and effort, then adapted to the domain. Inspiration that cannot survive implementation does not enter the system.

05
“Finished products only.”
06 — LIVE DEMOS

See the systems
in their element.

The public links below open the actual systems. Unshared systems stay clearly labeled instead of sending you to a dead end.

Live command center

Medicaid Compliance Tracker

Regulatory gaps organized for review, ownership, and closure.

OPEN LIVE · PUBLIC VIEW
Live command center

Team Compliance Tracker

A shareable compliance workspace adapted for team execution.

OPEN LIVE · PUBLIC VIEW
Next public release

Financial Command Center

Three domains consolidated into one cross-filtered operating view.

NOT SHARED YET · INSPECT IN FLEET
Next public release

ORP Command Center

A Level 4 work breakdown structure made navigable.

NOT SHARED YET · INSPECT IN FLEET

The goal isn’t to make AI look busy. It’s to build a system where good work becomes repeatable.

Version history
  1. v4 (2026-10-07): M7 machine pass — fleet chrome (persistent Back + back-to-top), dark-first theme contract strict compliance. No content changes.
  2. v3 (2026-10-07): Generic + transparent directive — 8 work labels generalized (ORP → Program Delivery Dashboard, Taxonomy → Claims Taxonomy System, Provider Revalidation → Provider Revalidation Workflow, CFR Analysis → Medicaid Compliance Tracker, CFR Tracker → Federal Duty Tracker / Team Compliance Tracker), transparency statement added to hero.
  3. v2 (2026-10-07): Added card 17 “Secure Multi-Surface Collaboration” (M6 sync architecture).
  4. v1 (2026-10-06): Initial public portfolio — 16 fleet cards, demo cards, about/contact.
← Landing
L1 PortfolioL2 DomainL3 System

Command center

Surface—
State—
Domain—
L4 · Execution detail

A deeper public view has not been shared yet. See live command centers →
No matching section.