Architecture · 03
Data
Your operation speaks.
We structure the information that lives in your business so you can decide with it.
Your own data warehouse. Decisions with evidence.
Conversations, workflows and audit ledger flow into a warehouse your data team controls. Metrics with a single definition. Role-based dashboards. Loops that retrain the agent.
We centralize and connect what you already have (Drive, Excel, ERPs, Google CX, Power BI). What was sleeping in folders becomes operational.
- Own warehouse
- BigQuery · Snowflake · dbt
- Signed metrics
- Single KPI definition, auditable
In production · Cootradecun · regulatory reports exportable via query
- BigQuery
- Snowflake
- dbt
- Vertex AI
- Looker
Your data answers.
- Operational Business Intelligence
- Real-time operations analytics
- Integration with Google Cloud CX, Power BI
- Full observability of every agent decision
- Auditable reporting
- Data warehouse for your operation
- Own warehouse
- BigQuery or Snowflake under your control
- Semantic modeling
- dbt · one definition per KPI
- Statistics & probability
- Forecasts with confidence intervals
- Role-based dashboards
- Operations, management, board
- Improvement loops
- Misclassified intents retrain the agent
Launch your data layer.
We pipe your operational events into your own warehouse. Your first executive dashboard in 2 to 4 weeks.