Systems
Technical range in service of one accountable answer
Integration breadth matters because the business question rarely respects a software boundary. This is a capability map, not a claim that every system is connected in every engagement.
Level A — Implemented in evidenced work
Level B — Tested connector capability; public production scope not asserted
Level C — Read-only, handoff or bounded capability
Advertising, discovery and feeds
- Google Ads API Level A
- Google Merchant Center reporting APIs Level A
- Google Analytics 4 Level A
- Google Search Console Level A
- Microsoft Advertising Level A
- Meta Advertising Level B
Warehouses, analytics and BI
- Amazon Redshift Level A
- Snowflake Level A
- AWS QuickSight Level A
- DuckDB Level A
- SQLite Level A
- SQL and REST APIs Level A
Commerce, accounting and operations
- Xero Level A
- Point-of-sale and order systems Level A
- Payment and settlement data Level A
- WooCommerce / WordPress Level C
- Zoho Books Level C
- WhatsApp handoff Level C
Lifecycle and customer operations
- First-party sales and CRM data Level A
- Customer.io Level B
- Profile and event workflows Level B
Engineering and controlled delivery
- Python Level A
- TypeScript Level A
- Version control Level A
- Scheduled monitoring workflows Level A
- Cloudflare runtime Level C