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PROJECT 03 / 05
AGENTIC AI PLATFORM
GENWIN
Automated workflow intelligence and generative agent orchestration.
25k+
Workflows Executed
98.4%
Accuracy Score
60%
Cost Reduction
<650ms
Response Time
01. Overview
Genwin enables teams to deploy autonomous AI agents with structured tools, live web searching, and deterministic validation graphs. Built to handle complex enterprise workflows with high accuracy and low latency.
The Problem
Disconnected AI tools result in inconsistent prompt outputs, lack of deterministic execution guarantees, and fragmented memory state across multi-turn interactions.
The Solution
Built an end-to-end agentic workflow pipeline with LangGraph DAG orchestration, vector search embeddings, and strict Pydantic output validation.
02. Architecture & Engineering
- ▹LangGraph deterministic state machines with cyclical retry logic
- ▹Vector semantic caching reducing repetitive LLM inference costs by 60%
- ▹FastAPI async distributed task queue with real-time SSE streaming
03. Key Capabilities
- ▹Multi-agent collaborative planning and execution
- ▹Real-time token streaming and reasoning trace visualizer
- ▹Automated prompt optimization and evaluation feedback loops
- ▹Enterprise RBAC and secure API key management