ENTERPRISE CUSTOM SKILL FOUNDRY // SOLVING SCHEMA DRIFT

Custom In-House Agent Skills + Self-Updating Meta-Skill

The #1 fear enterprise data leaders have when buying custom AI automation is: “What happens in 60 days when our dbt schema, KPI rules, or workflows change?” Our 3-Tier Enterprise Architecture combines your tribal knowledge with autonomous schema evolution or prepaid senior architect hours.

TIER 1 // CORE CUSTOM BUILD

Core Custom Enterprise Workflow Skill

$12,500 Fixed 2–3 Week Sprint

We interview your team, ingest your Confluence/Notion KPI dictionaries, map your Snowflake/BigQuery/dbt schemas, and deliver a private, production-tested Agent Skill suite.

✓ Ingests tribal knowledge, metric definitions & SQL rules
✓ Maps proprietary Snowflake, BigQuery & dbt manifest lineage
✓ Encodes weekly WBRs, ticket triage, QA & attribution SOPs
✓ Ready for Claude Code, Cursor, VS Code & Google Antigravity

UPGRADE OPTION A // AUTONOMOUS EVOLUTIONSELF-UPDATING

Self-Updating Meta-Skill (`skill-updater`)

+$5,000 One-Time (or $1,500/mo Managed)

Includes our proprietary enterprise-skill-updater companion Meta-Skill so your custom skill never goes stale when schemas evolve.

✓ Run /update-company-skill anytime a schema changes
✓ Auto-diffs dbt manifest.json & warehouse INFORMATION_SCHEMA
✓ Ingests new Jira tickets, Slack specs, or PRDs automatically
✓ Compiles updated SQL rules & runs regression validation checks

UPGRADE OPTION B // HANDS-ON ARCHITECT BANK

Prepaid Senior Architect Hours Block

+$6,000 (25 hrs) or +$10,500 (50 hrs)

Guaranteed on-demand access to Rudy without opening a new procurement PO every time your executive team wants a new channel integration or board model.

✓ 25-Hour or 50-Hour prepaid bank (valid for 12 months)
✓ Priority 24-Hour SLA turnaround on architecture updates
✓ Ideal for M&A data integrations, new ad channels & executive BI
✓ Transparent real-time Prepaid Hours Burn-Down Ledger

FASTEST ENTRY WEDGE // 100% CREDITABLE FEE

Start with a 5-Day Ecommerce & Attribution Diagnostic Sprint ($5,000 – $7,500)

Before committing to a full custom skill build or retainer, many VPs of Data and CMOs start with our fixed-scope 5-Day Diagnostic Sprint. 100% of the sprint fee is credited toward Tier 1–3 Custom Skill Builds or Fractional Retainers signed within 30 days.

Sprint Deliverables in 5 Business Days:

1. Full GA4, Server-Side GTM, CAPI & Warehouse Schema Integrity Audit

2. SKU-level CM1→CM2→CM3 Profit Waterfall vs. Platform ROAS Reconciliation

3. Custom Enterprise Skill Architecture Blueprint & 90-Day Roadmap

● DIRECT PRINCIPAL CONSULTATION

Contact Database Marketer

Inquire about telemetry audits, modern data stack migrations, enterprise AI agent skills, or fractional principal architecture retainers.