back_office_ops · saas · workflow
Woowa Brothers builds an AI API Gateway to centralize Gen AI service development
Woowa Brothers' Gen AI service development was fragmented: credentials and prompts were scattered across services without a unified hub, every team duplicated PII handling, logging, and rate-limiting logic, and any configuration change required a full code deployment.
How it works
Common implementation structure
How this type of workflow is generally built, generalized across documented cases — not tied to any one vendor's stack. Click any stage to read what happens there. Specific products that implement these stages appear in “Tools commonly seen” below.
Stage 1 · Project registration and API key issuance
Users request generation of a project and use the gateway with the api_key issued.
Tools used
AI API GatewayML SDKLangChainAWS Secrets Manager
Outcome
The gateway centralizes credential and prompt management across multiple Gen AI providers, eliminates duplicated PII, logging, and rate-limiting code, and enables data scientists to modify configurations without engineer support or redeployment, with an expected significant improvement in development team productivity.
Results
Cost replacedLong-term cost savings compared to commercial solutions
Running sinceNovember 2024
Grounding & classification
Source type: technical build writeup
23 fields verified against source quotes.
content generationocrragknowledge basenamed customerproduction runtime claimedsource backedtools describedworkflow describedsoftwarecost reductionemployee productivitytechnical build writeupback office opsextract classify route