Executive Strategy & Performance Dashboard
Internal Consulting Tool for Strategic Alignment & Portfolio Governance

As an SPC, I established Lean Budget Guardrails that are monitored in real-time through the dashboard:

• 🛡️ Investment Governance: Visualizes R&D spend vs. actual Weighted Shortest Job First (WSJF) outcomes.
• 📊 Value Stream Coordination: Proves that the Continuous Risk Monitoring system is acting as an enabler for revenue ARTs.
• 📈 Leading vs. Lagging: Transitions the board from "Quarterly Post-Mortems" to "Intra-Quarter Strategic Pivots."

The Executive Outcome

This dashboard is the final proof-point of the portfolio. It demonstrates that Enterprise Architecture isn't about diagrams—it's about building the Command & Control systems that allow a modern enterprise to scale at the speed of AI.

            {
              "portfolio_context": "EMEA Digital Transformation",
              "risk_assessment": { "score": "High", "reason": "Resource bottleneck" },
              "strategic_options": [
                { "option": "De-scope Phase 2", "impact": "Saves $2M" }
              ],
              "critic_feedback": "Approved",
              "final_summary": "..."
            }

Performance Outcome

By utilizing LangGraph, we achieve reasoning latency of < 15 seconds for complex synthesis. The system maintains near-zero idle costs while scaling instantly to handle 100+ simultaneous executive queries during PI Planning.

Continuous Monitoring & Drift Defense

If the distribution of risk scores in production shifts, a Cloud Pub/Sub message triggers an emergency retraining job. This ensures that "The Auditor" maintains >85% accuracy regardless of shifting market or internal conditions.

Savings in the Boardroom

By providing an AI-validated Single Source of Truth, we eliminate the 15+ hours/month spent debating conflicting spreadsheets. The "What-If" engine enables strategic re-alignment in a single 1-hour meeting, replacing 2-week consulting cycles.

We ensure that the CEO, CFO, and CSO see different, role-based views of the same platform using Zero-Trust principles:

• 🛡️ Identity-Aware Proxy (IAP): Cryptographically signed identity checks (e.g., Titan Keys) remove the need for VPNs.
• ⚖️ Row-Level Security (RLS): Policies applied at the database layer so VPs only see data for their specific vertical.
• 📄 Authorized Views: Aggregates results without exposing underlying sensitive project details.

FinOps & Platform Reliability

By utilizing BigQuery On-Demand and Cloud Run Scale-to-Zero, the platform costs virtually nothing during idle periods. Uptime SLOs of 99.9% are maintained via global load balancing and multi-region replication.

• 🔄 Trigger: Cloud Pub/Sub message initiated by Vertex AI Model Monitoring (detecting Data Drift).
• 📊 Ingestion: BigQuery operator extracts the latest sensor telemetry.
• 🛡️ Validation: TFDV (TensorFlow Data Validation) checks for Feature Skew.
• 🚀 Deployment: Model promoted to Registry only if it beats the Champion's RMSE.

The Agent-Model Feedback Loop

Technician feedback from the R Dashboard is automatically tagged in BigQuery as "Ground Truth." The pipeline re-runs, specifically weighting failed cases to improve future precision. This creates an Institutional Memory that grows with every maintenance cycle.

• 🛡️ Identity-Aware Proxy (IAP): Ensures only authenticated executives on trusted, managed devices can access the strategy map.
• 🚧 VPC Service Controls (VPC-SC): Creates a cryptographic wall around BigQuery and Vertex AI to prevent data exfiltration.
• 🔑 Private Service Connect (PSC): Agent-to-LLM communication stays strictly on the private Google backbone, never touching the public internet.

Why This Architecture Wins

This infrastructure is Scalable to 5,000 executives without configuration changes and Regulator-Ready via VPC-SC. We’ve placed the Agent Swarm at the center of the enterprise—not as a chatbot, but as the Orchestrator of Strategy.

• 🔍 Source Traceability: Every summary claim is hyperlinked to a BigQuery row or Strategy PDF page for 100% auditability.
• ⚖️ Bias Audits: The Auditor Agent is audited monthly for "Allocation Bias" to ensure BU-neutrality in risk scoring.
• 🛡️ Data Sovereignty: VPC Service Controls ensure that sensitive board-level data never leaves the encrypted perimeter.

The Portfolio "Red Carpet"

By recording every Reasoning Trace and enforcing Active-Passive Multi-Region failover (DR map: us-central1 to europe-west1), we have built a system as auditable as a bank vault and as resilient as a global network.

Executive Summary: The "Sovereign Brain"

This project is the operational command center of your professional brand. It proves you can ingest complex data (EA/DE), analyze it for risk (MLE), synthesize it into strategy (Gen AI), and secure it for the board (Cloud Arch). The monthly TCO is often less than a high-end laptop, while governing millions in strategic spend.