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Andrii Siryi
Andrii Siryi

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Using NVIDIA NeMo Agent Toolkit to improve data sync processes

As a PO/BA/SA managing different integrations, you often deal with complex workflows: syncing various data across systems. Manually tracking these operations can be slow, difficult, and error-prone.

NVIDIA NeMo Agent Toolkit (NAT) helps automate, monitor, and optimize these workflows with minimal coding.

What it does:

NeMo Agent Toolkit allows you to create intelligent agents that call your integration tools — REST/GraphQL APIs, SDK clients — in a structured workflow. Agents can reason about steps, execute actions, log results, and provide insights through dashboards.

How I apply it:

  1. Sync Monitoring Agent

For instance, if you work with ERP integrations, you can build a simple agent to check the status of invoices and payment syncs. It verifies balances, ensures all required fields are updated, and highlights inconsistencies.

  1. Hands-On Without Developer Skills

NAT provides a web UI accessible at http://127.0.0.1:5173 after running.
In this UI, you can type commands like: Sync Agent: Check invoices for Customer ABC.

The agent sequentially calls tools you have configured — e.g., fetching invoices, payments, and calculating balances, and displays results step-by-step. After that, I can see which invoices are synced, which need attention, and suggested actions. And all without writing code.

  1. Connecting to your Connector

Any API or SDK call from your connector can be registered as a tool in NAT. Then, the agent’s workflow uses these tools to perform actions like retrieving any data, applying some logic, and validating sync status. The UI provides real-time logs, so you can see exactly what the agent did, step by step.

  1. Iterative Learning

Start with a small set of scenarios, for instance, such as partially paid invoices or overpayments. Running them through the agent refines its workflow and improves accuracy. Over time, the agent becomes smarter and more reliable.

So, why can it be important for PO/BA/SA?

With NAT, you can manage and optimize syncs efficiently, even without a development background. Agents make processes observable, repeatable, and actionable. The web UI ensures you can interact with the agent, monitor results, and improve workflows.

Here is the link to the documentation - https://developer.nvidia.com/nemo-agent-toolkit

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