Sail JADA — Engineering Log

Technical work on sailjada.com and the JADA booking systems

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Multi-Domain Executive Reporting Pipeline: Automated SES Delivery with Role-Based Analytics

Over the past development session, we built and deployed a comprehensive executive reporting system that generates five distinct analytical perspectives across the JADA portfolio and delivers them via AWS SES. This post covers the technical architecture, deployment decisions, and infrastructure required to support C-suite reporting at scale.

What Was Done

We created an automated reporting pipeline that:

  • Generates five independent executive reports from different analytical perspectives (CEO, CTO, Accounting, CMO, CFO)
  • Synthesizes portfolio-wide data across four primary domains (JADA, QueenofSanDiego, QuickDumpNow, DangerousCentaur) plus three additional revenue entities
  • Delivers reports via AWS SES to verified sender addresses with BCC archival
  • Maintains audit trails and report versioning in the handoff documentation system

Technical Architecture

Report Generation Scripts

We maintained two parallel implementations:

  • /Users/cb/Documents/repos/tools/send_exec_reports.py — Primary production implementation
  • /Users/cb/Documents/repos/tools/send_exec_reports_2.py — Secondary variant for A/B testing report formats

Each script follows a role-based template pattern where report content is contextually generated based on the recipient's executive function. The reports leverage data aggregated from:

  • DynamoDB tables tracking events, charters, and financial transactions
  • CloudWatch metrics from Lambda and API Gateway
  • S3 access logs and CloudFront distribution statistics
  • Project handoff markdown files stored in /agent_handoffs/projects/

SES Configuration and Sender Verification

The pipeline uses admin@queenofsandiego.com as the verified sender address. This address was pre-verified in the AWS SES console for the production region. Reports are sent to c.b.ladd@gmail.com with BCC preservation of the administrative sender address for audit compliance.

SES environment variables are stored in repos.env:

SES_REGION=us-west-2
SES_FROM_ADDRESS=admin@queenofsandiego.com
SES_RECIPIENT=c.b.ladd@gmail.com

These variables are loaded at runtime and never hardcoded in Python modules. The sender verification step prevents deliverability issues and ensures messages don't land in spam folders.

Report Perspectives and Content Strategy

CEO Report

This report inventories all portfolio assets, identifies eight critical shortfalls (empty sales pipeline, missing revenue tracking, equity concentration risk, zero OTA listings, undefined billing models), and enumerates nine missing KPIs. The output includes a prioritized 30-day remediation agenda.

CTO Report

The technical executive perspective audits the entire stack:

  • Security hardening gaps: hardcoded keys in version control, plaintext environment files, unauthenticated Google Apps Script endpoints, missing WAF rules
  • Infrastructure cost analysis: current spend (~$50–84/month on AWS) with $25/month optimization targets identified
  • User experience gaps: no availability calendar widget, zero analytics instrumentation on any domain, stale copy in tier pricing
  • Development cycle deficits: absent CI/CD pipeline, no staging environment, no automated rollback mechanisms

Accounting/Finance Reports

Two specialized perspectives on financial operations:

  • Accounting Officer: Revenue recognition methodology, complete chart of accounts, expense audit by category, identification of missing accounting system, four-milestone roadmap to profitability through Q1 2027
  • CFO: Burn rate modeling (~$7–9K/month), tiered capital deployment framework (zero-cost → low-cost → revenue-producing → do not deploy), break-even threshold (6 charters/month), monthly revenue targets through Q4 2026

CMO Report

Marketing-focused analysis covers:

  • Channel visibility matrix across all domains
  • Case for immediate deployment of existing 3,676-person blast list (modeled at $10K–50K concert booking potential)
  • OTA sequencing strategy: Sailo first, GetMyBoat second, Viator/Google Your Guide after cost-of-inventory stabilization
  • QDN local SEO roadmap with 30/60/90-day milestones

Infrastructure and Deployment

AWS SES Setup

SES is configured in production mode (not sandbox) for the us-west-2 region. The sending account has verified the domain queenofsandiego.com and the individual sender address admin@queenofsandiego.com. DKIM signing is enabled to improve deliverability to corporate mail systems.

Report Storage and Archival

Report markdown is versioned in the project handoff system:

  • /Users/cb/Documents/repos/agent_handoffs/projects/shipcaptaincrew.md — Updated with each report generation cycle

This provides version control, audit trails, and easy retrieval for retrospective analysis.

Execution Flow

The pipeline executes in the following sequence:

  1. Environment variables loaded from repos.env
  2. Portfolio data aggregated from DynamoDB and CloudWatch
  3. Five report templates rendered with contextual data
  4. Each report formatted as HTML email with plain-text fallback
  5. SES SendEmail API called five times in sequence (one per recipient role)
  6. Delivery confirmations logged to CloudWatch Logs
  7. Report markdown snapshot committed to handoff documentation

Key Decisions and Rationale

Why SES Over Third-Party Services

We selected AWS SES because:

  • Zero additional cost beyond existing AWS account (included in free tier for moderate volume)
  • Native integration with Lambda and other AWS services
  • Full audit trail via CloudWatch and SES metrics
  • No vendor lock-in for email infrastructure

Role-Based Report Generation

Rather than a single "executive summary," we generate five distinct reports because:

  • Each C-suite role has fundamentally different decision criteria and KPI priorities
  • CEOs care about revenue, risk, and competitive position; CTOs care about technical debt and security; CFOs care about cash flow and unit economics
  • Delivering role-appropriate narratives increases engagement and reduces noise

Portfolio Scope: Seven Entities

Beyond the core four domains, we added three revenue-producing entities:

  • 3028 51st St Rental — Residential property management revenue stream