AI Agents

Materials Classification Agent

Logistics & Supply Chain Gestão de Incentivos à Reciclagem

The employee sent a photo of the recyclables delivery from the East unit. Can you validate it?

I am analyzing the image and description sent to identify the type of material, the category, and the estimated volume of the delivery.

I identified that, although the employee classified it as 'Clean Plastic', the image shows packaging with organic waste (food scraps), which is not a permitted material in the current program.

I classified the delivery as 'Rejected due to Contamination'. I have already generated an educational notification for the employee explaining how to sanitize the items for the next delivery.

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What this Agent solves for you

What it does

Interprets descriptions and evidence submitted to identify the type, category, and volume of recyclables.

Automated activities

Reading the description and attachments
Classification according to program rules
Identification of errors or prohibited materials.

Agent Subfunction

Record of recyclable material delivery
Classification with AI.

Results and impact

90%

less validation rework

80%

increase in program participation

70%

less processing time per delivery.

Your life gets faster with Pipefy AI Agents

90% faster

Traditional path

2–4 hours

With Pipefy AI Agent

15–30 minutes

Frequently Asked Questions about Pipefy AI Agents

Read frequently asked questions about Pipefy AI Agents.

What is the Materials Classification Agent and how does it work?

The Materials Classification Agent is a specialized AI Worker within Pipefy's Gestão de Incentivos à Reciclagem with AI solution. It executes operational steps autonomously — making decisions within its defined scope, triggering approvals, and maintaining full traceability of each action. Unlike manual processes, it operates seamlessly integrated with the workflow, from start to finish, with native human oversight built in.

How much does it cost to use the Materials Classification Agent in Pipefy?

The cost of the Materials Classification Agent in Pipefy varies based on process volume, number of users, and the integrations required with your company's systems. Plans are scalable and adapt to operations of any size — from teams just getting started to large enterprise operations. Talk to our team to receive a personalized proposal.

What is the difference between the Materials Classification Agent and manual processes?

While manual processes rely on manual intervention at every step, the Materials Classification Agent executes tasks autonomously, records the reasoning behind each decision, and enables real-time oversight. This results in faster cycles, less rework, and 100% traceability of actions — without giving up human control where it matters most.

How do I choose the best Materials Classification agent for my company?

To choose the right Materials Classification agent, evaluate: ability to integrate with your current systems, governance and traceability of agent decisions, ease of configuration without relying on IT, and support for complex processes with exceptions. Also check the vendor's track record with clients in your industry and real implementation case studies.