Toyon Data Integration
Connect every system. Declare how your systems should agree. Toyon compiles the pipelines that keep your data aligned, current, and trustworthy.
Join waitlist Every connection. Your company runs on connected systems. But every connection brings another ETL pipeline where you need to manage transformation, schedule, rate limits, errors, retries, and place for data to drift.
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Nine point-to-point ETL pipelines Salesforce, Stripe, SAP, HubSpot, Postgres, and Snowflake exchange typed customer, billing, order, and usage data. Six systems. Nine jobs. The same customer, mapped again and again. Account Contact ⌘ ETL 01 CRM → MKT Account Customer ⌘ ETL 02 CRM → BILL Account CustomerRow ⌘ ETL 03 CRM → APP Subscription Entitlement ⌘ ETL 04 BILL → APP Invoice ARDocument ⌘ ETL 05 BILL → ERP SalesOrder OrderFact ⌘ ETL 06 ERP → DWH UsageEvent UsageFact ⌘ ETL 07 APP → DWH Payment RevenueFact ⌘ ETL 08 BILL → DWH Contact MarketingPrefs ⌘ ETL 09 MKT → APP Toyon RELATIONSHIP GRAPH TOYON AI-ASSISTED · HUMAN-READABLE Account Contact Customer CustomerRow Subscription Entitlement Invoice ARDocument SalesOrder OrderFact UsageEvent UsageFact Payment RevenueFact MarketingPrefs 15 SHARED TYPES · 9 RELATIONSHIPS Observe changes streams · webhooks · polling Normalize & resolve field ownership · version checks Compute affected state shared transforms · minimal patches Schedule & batch freshness budgets · provider quotas Write & verify idempotency · backoff · readback Reconcile drift checkpoints · retry failed writes POLICIES → PLAN → CONTINUOUS REPAIR ≤ 5s · owns customer OUT · Account ≤ 5s · owns billing OUT · Subscription OUT · Invoice OUT · Payment IN · Customer ≤ 1m · owns orders OUT · SalesOrder IN · ARDocument ≤ 1h · CRM wins conflicts OUT · Contact IN · Contact ≤ 5s · owns usage OUT · UsageEvent IN · CustomerRow IN · Entitlement IN · MarketingPrefs ≤ 10m · batch preferred IN · OrderFact IN · UsageFact IN · RevenueFact Salesforce CUSTOMER RELATIONSHIPS Stripe BILLING & PAYMENTS SAP ENTERPRISE RESOURCE PLANNING HubSpot MARKETING Postgres PRODUCT DATABASE Snowflake DATA WAREHOUSE Swipe the graph to explore all six systems →
9 bespoke pipelines Six systems. Nine jobs. The same customer, mapped again and again.
ILLUSTRATIVE ARCHITECTURE TOYON DATA INTEGRATION
Declare what should agree.We’ll handle the how. Your systems stay yours. You define the data relationships. Toyon handles the movement.
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