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OCI
Agentic AI Billing & CDR Reconciliation
Designed and delivered a 5-agent LangGraph pipeline for automated billing and CDR reconciliation, hosted on OCI Functions as an event-triggered serverless architecture — eliminating idle compute costs entirely.
OCIAI/MLLangGraphServerless
The Problem
Manual CDR reconciliation was error-prone, time-intensive, and required always-on VM compute — creating significant operational and cost overhead.
The Solution
Built a LangGraph 5-agent pipeline with specialised agents for ingestion, parsing, validation, reconciliation, and reporting. Hosted on OCI Functions with event-triggered invocation — zero idle compute.
Results
35%Reduction in AI hosting costs vs always-on VMs
5Specialised agents in the pipeline
100%Serverless — zero idle compute
Tech Stack
PythonLangGraphOCI FunctionsOracle DB 23ai