Seeds
What is the Data Tree orchard effect?
Single infrastructure investment (warehouse + pipelines) supports multiple use cases: attribution, customer analytics, product intelligence, AI training. Each 'tree' grows from same root. Once planted,...
What's the minimum viable Data Tree?
Server-side event capture + data warehouse connection. For WordPress: tracking plugin + BigQuery API setup. Captures purchase, page view, form submission events automatically. Costs $159/month...
Why is waiting for AI readiness a false economy?
When 'ready for AI' in 2027, you'll need 2024-2026 historical data for training. That data won't exist. Waiting creates 2-3 year delay while Data Tree...
Why do AI projects fail without Data Trees?
80%+ AI projects fail because organizations start without training data. Pattern: decide 'we need AI' → discover no historical data exists → wait 2-3 years...
How do Data Trees create compound advantages?
Each year enables new capabilities: Year 1 = reporting, Year 2 = attribution, Year 3 = predictive analytics, Year 4+ = AI deployment. Competitors starting...
How do WordPress plugins capture pipeline events?
Hook into WooCommerce actions: `woocommerce_order_status_completed`, `woocommerce_add_to_cart`, etc. When action fires, plugin captures event data (product, price, user), calls warehouse API, confirms delivery. Happens automatically on...
Which data warehouse should I use?
BigQuery (Google Cloud, easiest WordPress integration, $10-50/month storage), Snowflake (cloud-agnostic, enterprise features), Redshift (AWS ecosystem). For WordPress businesses: BigQuery offers best cost/simplicity balance and native...
Should data pipelines be real-time or batch?
Real-time for operational needs (live dashboards, alerts), batch for cost efficiency with high volumes. WordPress plugins typically real-time—events sent to warehouse within seconds via API...
Is Google Analytics a data pipeline?
No. GA4 aggregates data into reports, discards raw events. True pipeline stores every event permanently in warehouse you own. GA4 = quick reporting. Warehouse pipeline...
What does a data pipeline cost?
Enterprise: $5K-20K/month (engineers, infrastructure, maintenance). WordPress: $159/month plugin + $10-50/month BigQuery storage = ~$200/month total. WordPress approach democratizes data infrastructure—SMBs access enterprise capabilities at 1/50th...
How do I monitor if my data pipeline is working?
Check: events appearing in warehouse within minutes of site activity, event volumes matching expected traffic, no error logs from API calls. WordPress plugins provide dashboard...
Should I use ETL or ELT for data pipelines?
Modern best practice: ELT (Extract, Load, Transform). Store raw events in warehouse first, transform via SQL as needed for analysis. Preserves flexibility—can re-process data differently...