I will build a LangGraph agent on AWS Bedrock with approval gates

Radhey

Radhey

AI agents

Founding Seller ✓ Service reviewed by our team New on RemoteAI ⏱ Delivery from 5 days
I will build a LangGraph agent on AWS Bedrock with approval gates

About this service

Finance and SaaS teams need an agent that can do the work and still stop for a person. I build a LangGraph agent on Amazon Bedrock that handles one repeated task, calls your tools, and waits for approval before a sensitive action. How I work: 1. We map the task, the tools, and the cases that must wait for a person. 2. I build the agent in Python with LangGraph and LangChain on Amazon Bedrock, and expose it through FastAPI. 3. We test it on your sample data. You receive the working agent in your AWS account and a short video hand-over. Similar work includes an advisor-in-the-loop flow for a US wealth firm on Amazon Bedrock and OpenSearch, where the approved rationale is the compliance record. A multi-tenant finance and accounting product routes each request to hybrid RAG, an investigation agent, or a workflow, and a person approves refunds and account changes. I am a technical architect with 15 years of delivery and an AWS Certified Solutions Architect – Associate. I work remotely from Delhi.
Python AWS Bedrock FastAPI LangChain LangGraph

Built for: SaaS & startups · Accounting & finance

What Radhey needs from you to start

Access to your AWS account for Amazon Bedrock, plus the tools the agent must call. I will name the exact permissions. Two or three examples of the input and the result you expect. Which actions the agent may take alone, and which must wait for a person. A 20-minute kickoff call to confirm the task and the edge cases.

Compare packages

Package $300 Essential $750 Standard $1,500 Premium
Included
  • ✓One LangGraph agent for one task
  • ✓Runs on Amazon Bedrock
  • ✓One tool connection
  • ✓Video hand-over
  • ✓LangGraph agent with up to 3 tools
  • ✓Human approval before sensitive actions
  • ✓FastAPI endpoint
  • ✓Tested on your sample data
  • ✓Video hand-over
  • ✓Multi-step LangGraph agent, up to 6 tools
  • ✓Approval gates on sensitive actions
  • ✓Python service on AWS
  • ✓2 weeks of support after delivery
Delivery 5 days10 days15 days
Revisions 123

FAQ

Which model does the agent use? +

Amazon Bedrock, in your AWS account. The agent is Python with LangGraph and LangChain. Model usage is billed to your AWS account.

What happens if the agent is wrong? +

Actions you mark as sensitive wait for a person. Refunds, account changes, and similar steps do not run until someone approves them, and that approval is the record.

About the seller

Radhey

Radhey ✓ Reviewed talent

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Member since
Oct 2026
Services
1

• Enterprise Technical Architect with 15+ years of experience designing scalable, secure, and cost-optimized cloud-native platforms, distributed microservices, and production AI systems across AWS and Azure. • AI and Agentic Architect: enterprise B2B Generative and Agentic AI, including knowledge systems and predictive maintenance, routing requests to hybrid RAG, investigation agents, or workflow automation, with h...

PythonAWS BedrockFastAPILangChainLangGraphpythonaws bedrockMCP

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