incident_management · saas · workflow
Grab AI Gateway: Connecting Grabbers to multiple GenAI providers
Before Grab AI Gateway, teams faced fragmented AI provider access with incompatible authentication schemes, wastage from siloed reserved capacity, no central compliance auditing, and no unified cost attribution across use cases.
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 · Request exploration key via Slack
Grabbers request short-lived exploration keys through a Slack bot to experiment with GenAI APIs.
Tools used
OpenAIAzureAWSBedrockGoogleVertexAISlackChimera notebooksCatwalkVLLM
Outcome
Grab AI Gateway has onboarded more than 300 unique use cases to production, with more than 3,000 Grabbers requesting exploration keys, powering applications including real time audio signal analysis, content moderation, translation, and incident management automation.
Results
Volumemore than 300
Running since2023
Grounding & classification
Source type: technical build writeup
35 fields verified against source quotes.
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