AI Start Academy Master Operations Plan

Building the operating system before the launch.

I built the AI Start Academy Master Operations Plan as a COO-level command center: governance, RACI decision rights, operating cadence, OKRs, milestone roadmap, SOP registry, KPI dashboard, and launch readiness unified in one bootstrapped operating system.

Executive Operations RACI Governance OKR Translation SOP Registry KPI Dashboard Google Sheets OS
Strategic Frame

A strategic plan that could actually run the company.

This was not a decorative strategy deck. It was a centralized operational framework for launching, scaling, and managing an AI-focused education ecosystem with clear governance, timelines, ownership, and performance discipline.

Because the startup was bootstrapped, I deliberately avoided expensive enterprise tooling and engineered the operating logic into a structured spreadsheet substrate. The point was leadership clarity: one single source of truth where executives, functional leads, and execution teams could see what matters, who owns it, and what happens next.

Operating clarity is the bridge between strategic intent and execution.
Executive Scope
COO Command Center
Centralized governance connecting CEO, CPO, COO, marketing, education, and technical functions.
RACI Governance
Cross-Functional Matrix
Explicit decision rights and delivery ownership across every company milestone.
Operating Modules
6 Core Subsystems
Phased roadmap, SOP registry, OKR framework, and live executive KPI dashboard.
Launch Readiness
Full Phase 0 Coverage
Pre-launch foundations mapped across legal, financial, technical, and operational readiness.
Operational Infrastructure

From executive roadmap to tactical execution depth.

Comprehensive Master Operations Plan Architecture

Demonstrates the complete operational system: document architecture, onboarding protocols, operational launch phases, governance hierarchy, mission-vision-values, SWOT analysis, team framework, strategic OKRs, roadmap milestones, SOP registry, and executive KPI dashboard.

Phase 0 Pre-Launch Execution Depth

Expands operational execution layers for foundational pre-launch readiness: corporate governance, banking and financial setup, systems architecture, workspace configurations, student data migration, billing automation, review approvals, and contractor payroll.

Governance and decision rights

RACI logic connects deliverables to CEO, CPO, COO, marketing, education, and technical functions so ownership is visible.

Operating rhythm

Weekly execution reviews, monthly plan reviews, and strategic pivot-or-persevere reviews keep leadership decisions moving.

Launch phases

Launch and validate, scale and optimize, then maturity: a phased progression model that keeps ambition sequenced.

Human capital planning

Team growth is modeled from lean pre-launch staffing into scale-stage capacity instead of hiring from panic.

Roadmap and dependencies

Q1 milestones and a companion work breakdown/Gantt view translate strategy into actual sequencing.

KPI and SOP discipline

Metrics and process standardization are built into the operating model instead of bolted on after launch.

The leadership disciplines inside the build.

01
Google Sheets OS Grouped rows, structured tabs, status logic, and executive-scannable architecture.
02
RACI Governance Responsible, accountable, consulted, and informed roles mapped against deliverables.
03
OKR Translation Financial sustainability, community, educational excellence, and infrastructure goals.
04
Roadmap Planning Q1 milestones, start/end dates, dependencies, and work breakdown visibility.
05
SOP Registry Process status across human resources, education, operations, and marketing.
06
KPI Dashboard Targets, actuals, and status signals for community, users, revenue, and lead volume.
System Map

How strategic intent becomes accountable execution.

STEP 01

Anchor the vision

Translate mission, values, market context, and strategic identity into operating assumptions the team can use.

STEP 02

Map ownership

Define roles, decision rights, readiness states, and escalation paths before work starts to sprawl.

STEP 03

Sequence the launch

Turn pre-launch, launch, and scale work into milestones, dependencies, SOPs, and weekly execution reviews.

STEP 04

Measure and adapt

Use KPI targets, status indicators, and strategic reviews to decide what to double down on or change.

Strategic Leadership Takeaway

A founding operator builds the engine behind the vision.

Enterprise operations does not only need posts, landing pages, or campaign ideas. It needs a strategic operator who can align product promise, parent trust, creator outreach, launch cadence, content production, metrics, and decision rights while the company is still finding product-market fit.

By architecting this master operations plan, I provided the startup with an auditable, repeatable operating foundation that reduced friction, clarified ownership, and accelerated launch readiness. This work confirms that I can own the operating system, not just contribute isolated marketing tasks.

Certified Digital Expertise
Salesforce Certified Administrator Salesforce Certified Business Analyst Radical Product Thinking Vision Setting Google AI Professional Certificate Google AI for Data Analysis Project Management Institute Member Product Management Basics Certification AI for Product Management

The Discipline to Scale

I bring an Olympic athletic background to fuel the relentless discipline required to execute, a deep research background focused on hyper-targeted strategy, and the grit of the immigrant experience. I rely on hard analytics and behavioral strategy to build resilient operational systems that help businesses actually run.