Project Management Gamification System: Internal Market Model

Revision: 1.1 (Scalable Framework)

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1. Executive Summary

This document defines an internal “Micro-Economy” designed to align Project Management (PM) Strategy with Technical Execution. By treating time as a finite commodity and labor as a salary-plus-incentive model, the organization fosters a meritocracy where Efficiency, Quality, and Mentorship are the primary drivers of financial reward.

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2. The Payout Architecture: Individual vs. Collective

The system utilizes a split weight ($W$) to balance individual managerial accountability with collective technician stability.

2.1 The PM Individual “Equity” ($W_{pm}$)

Each PM operates an independent budget. At the end of the fiscal year, their personal bonus base is determined by their specific remaining surplus.

$B_{pm}=(S_{pm}\cdot W_{pm})\cdot M_{pm}$

Legend:

• $B_{pm}$: Individual Project Manager Bonus.
• $S_{pm}$: Total annual budget surplus managed by the specific PM.
• $W_{pm}$: PM Equity weight (Standard: 0.25).
• $M_{pm}$: Individual PM Multiplier (Performance Score).

2.2 The Technician “Collective Fund” ($W_{tech}$)

To protect technicians from being penalized for working with an inefficient manager, the majority share of surplus from all PMs is diverted into a central pool.

$B_{tech}=\left(\frac{{\sum }_{i=1}^{N_{pm}}(S_{pm,i}\cdot W_{tech})}{N_{tech}}\right)\cdot M_{tech}$

Legend:

• $B_{tech}$: Individual Technician Bonus.
• $S_{pm,i}$: Budget surplus of PM $i$.
• $W_{tech}$: Technician Collective weight (Standard: 0.75).
• $N_{pm}$: Total number of Project Managers in the organization.
• $N_{tech}$: Total number of Technicians in the collective pool.
• $M_{tech}$: Individual Technician Multiplier (Performance Score).

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3. Market Mechanics & Labor Pricing

3.1 Role Categories & The 3-Tier System

Each role in the organization operates on a 3-Tier Progression, directly tied to the [Training Structure](Training Structure/Roles/).

• Tier 1 (Junior/Apprentice): Currently working through “Key Tasks for Qualification.” High supervision required.
• Tier 2 (Qualified/Standard): Has completed qualification checklists and written exams. Independent operator.
• Tier 3 (Senior/Lead): Has completed “Advanced Training,” achieved certifications, and is actively mentoring Tier 1 staff.

3.1.1 Resource Constraints

• Workforce Variables:
  • $N_{pm}$: Total Project Managers.
  • $N_{tech}$: Total Technicians ($N_{t1}+N_{t2}+N_{t3}$).
  • $C_{tech}$: Monthly hour capacity per technician (Standard: 160h).
• PM Monthly Reset ($R$): Monthly credit allotment adjusted by PM Tier.
  • Tier 1 PM: $R_{base}\cdot 0.8$
  • Tier 2 PM: $R_{base}\cdot 1.0$
  • Tier 3 PM: $R_{base}\cdot 1.2$

3.2 Dual-Constraint Pricing ($P_h$)

Labor costs fluctuate based on the intersection of Time ($T$) (proximity to month-end) and Scarcity ($S$) (remaining hours in the Office “vault”).

$P_h=P_{base}\cdot (1+T_{factor}+S_{factor})$

Legend:

• $P_h$: Current Market Hourly Rate.
• $P_{base}$: Base Hourly Rate (defined by Role/Tier).
• $T_{factor}$: Time-to-Deadline factor (increases as month-end approaches).
• $S_{factor}$: Scarcity factor (increases as total office hours in “The Vault” decrease).

Role Category	Tier 1 (Junior)	Tier 2 (Standard)	Tier 3 (Lead)	Risk Profile
Specialists	$120 / hr	$150 / hr	$180 / hr	0% to 5% Rework Risk
Field Specialists	$80 / hr	$100 / hr	$120 / hr	5% to 15% Rework Risk
Installers	$40 / hr	$60 / hr	$80 / hr	10% to 25% Rework Risk

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4. Performance Metrics & Multipliers

Final payouts are adjusted by a multiplier ($M$) ranging from 0.5x to 1.5x.

4.1 Project Manager Multiplier ($M_{pm}$)

$M_{pm}=(P_{score}\cdot 0.50)+(E_{market}\cdot 0.20)+(D_{mix}\cdot 0.15)+(R_{penalty}\cdot 0.15)$

Legend:

• $P_{score}$: Progress Score (Percentage of milestones met).
• $E_{market}$: Market Efficiency (Success in buying hours before scarcity spikes).
• $D_{mix}$: Diversity Mix (Effective utilization of Tier 1 talent).
• $R_{penalty}$: Rework Penalty (PMs pay Double Market Rate for rework hours).

4.2 Technician Multiplier ($M_{tech}$)

$M_{tech}=(Q_{score}\cdot 0.40)+(V_{speed}\cdot 0.30)+(Men{t}_{bonus}\cdot 0.20)+(S_{duty}\cdot 0.10)$

Legend:

• $Q_{score}$: Quality Score ($1.0-(\text{Rework Incidents}\cdot \text{Tier Penalty})$).
• $V_{speed}$: Velocity Score ($\frac{\text{Allotted Hours}}{\text{Actual Hours Worked}}$).
• $Men{t}_{bonus}$: Mentorship Bonus (Tier 3 Only - speed of Junior qualification).
• $S_{duty}$: Duty Reliability (Safety and site rotation adherence).

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5. Operational Protocols: The “Allotment Wall”

• The Wall: If a technician reaches the allotted time but the task is unfinished, they must stop. The PM must approve and “buy” more time at current market rates ($P_h$) to proceed.
• Underrun: If a technician finishes early, they earn “Free Time” (paid for full allotment).
• Tiered Audits: 10% of tasks undergo a random Quality Audit.
  • Tier 1 tasks are audited by Tier 3 technicians.
  • Tier 3 tasks are audited by the Senior Field Operations Coordinator.
• Market Support Roles:
  • Accountant: Reconciles the Collective Fund and validates $R_{penalty}$ triggers.
  • Warehouse Manager: Controls “Material Liquidity.”
  • Senior Coordinator: The “Market Maker” who manages the dispatch queue and surge pricing.

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6. Conclusion

This framework eliminates the traditional friction between “speed” and “quality.” By socializing technician risk through a collective pool while individualizing manager reward through equity accounts, the organization ensures every stakeholder is incentivized to protect the budget, the schedule, and the craft.