Yizhen Jia Corporate Growth Systems · BizOps Strategy
Growth Systems & Corporate Strategy

Disciplined growth, designed as a system.

I build structured performance environments—turning operational volatility into financial visibility, governance, and scalable execution.

Tools: Python · SQL · Excel · Power BI · Tableau

Strategic lens

A growth system is built on governance

I approach business operations through structural design rather than short-term optimization. Sustainable scale requires disciplined visibility, quantified risk, and capital-aware execution.

Growth system architecture

How I structure scalable execution

A practical framework to convert performance volatility into decision-ready visibility—so growth remains measurable, controlled, and repeatable.

Pillar 01

Performance infrastructure

Design KPI governance and cadence to create a stable, comparable performance baseline.

  • KPI definition, benchmark standardization
  • Cross-regional monitoring model
  • Automated cadence for executive visibility
Pillar 02

Risk structuring

Quantify exposure and segment volatility—so teams act early, not reactively.

  • Volatility segmentation and exception logic
  • Thresholds, heatmaps, early-signal triggers
  • Escalation design: signal → owner → action
Pillar 03

Capital alignment

Translate operations into financial visibility: cost discipline, efficiency, and scenario support.

  • Variance decomposition and performance framing
  • ROI benchmarking and efficiency narrative
  • Scenario support for resource allocation
Pillar 04

Org alignment

Make performance a shared language—so growth is coordinated, not fragmented.

  • Executive-ready storylines (signal → impact → action)
  • Cross-functional stakeholder alignment
  • Operating model clarity: ownership and cadence

Selected work

Growth systems in practice

Representative initiatives where performance signals were translated into governance, visibility, and disciplined execution.

Governance & Benchmark Design

Standardized KPI definitions to make performance comparable and decision-ready.

Governance
Benchmarking Accountability Leadership narrative
  • Defined KPI logic and benchmark baselines across regions/partners.
  • Reframed operational noise into leadership-facing narrative.
  • Enabled consistent evaluation and escalation rules.

Automated Performance Cadence

Reduced time-to-visibility through a stable daily/weekly reporting rhythm.

Cadence
Automation-first Decision latency Operating rhythm
  • Implemented automated cadence for daily/weekly visibility.
  • Created stable templates supporting leadership alignment.
  • Connected trends to operating decisions.
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Organizational impact

Outcomes that compound

Reduce ambiguity and improve decision quality—so growth becomes steadier and more capital-efficient.

Decision latency

Faster, calmer decisions

  • Reduced time-to-visibility through structured cadence
  • Thresholds that distinguish signal from noise
  • Consistent narrative for leadership alignment
Alignment

One benchmark, many teams

  • Standardized KPIs for cross-functional comparability
  • Shared accountability across stakeholders
  • Escalation rules that prevent reactive operations

Experience

Selected roles

A compact view of roles aligned to growth governance, performance finance, and operating models.

GOFO · Performance Finance / Operations Analytics
KPI governance · risk segmentation · automated cadence
2025 – Present
  • Led performance governance, shaping benchmark logic across U.S. regions and partners.
  • Structured risk segmentation to quantify exposure and improve early-signal escalation.
  • Built automated reporting cadence to support capital-aware execution and decision alignment.
We Independent · Performance Analytics
Segmentation · ROI framing · reporting structures
2025
  • Improved performance visibility via segmentation logic and structured tracking templates.
  • Built efficiency narratives to support prioritization and resource focus.
Yucoo Inc. · Financial / Marketing Analytics
Budget control · variance decomposition · efficiency benchmarking
2024 – 2025
  • Conducted budget reconciliation and variance decomposition across initiatives.
  • Supported forecast framing and efficiency benchmarking to protect growth discipline.
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