D2 Technology
D2 develops first-party operating technology around commerce economics, modern search visibility and production automation. The goal is not to replace operators — it is to give decisions, data and failure handling a more reliable system around them.
Direct answer
D2 builds operating systems for commerce reconciliation and profitability, SEO/GEO/AEO visibility intelligence, and production n8n infrastructure. These systems support service delivery and can also become part of a scoped client implementation where appropriate.
Technology systems
Commerce OS · Commerce Control
Commerce OS brings Orders, Settlement, Ads, COGS and mapping rules into one reporting logic so revenue, fees, advertising cost, contribution and exceptions can be reviewed from a common source of truth.
Search OS · SEO / GEO / AEO
Search OS combines Website Health, technical Search Auditor evidence, GSC/GA4, AEO readiness, controlled GEO benchmarks, actions and Change-to-Outcome measurement while keeping observed, controlled and deterministic evidence separate.
D2 n8n Production Stack
The stack separates workflow orchestration, queue execution, task runners and durable state while controlling secrets, runtime versions, health gates, backups, restore procedures, monitoring and workflow drift.
System design model
Define which system owns the business object, identifier and durable state before downstream logic depends on it.
Keep formulas, mapping, validation and deterministic business rules inspectable instead of burying them inside manual handling.
Use workflows, workers, APIs and scheduled processes according to the workload rather than forcing every problem into one runtime.
Measure whether the intended destination state changed, expose exceptions and make recovery ownership visible.
Evidence boundaries
From system to operating scope
Start from the service scope when you need delivery ownership, or from Work when you want to inspect evidence from previous systems and case studies.
