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iTeam
Integration · Marketing and ads Through the API

mLabs with AI agents: social media reports and calendars for agencies

mLabs is a Brazilian social media management tool for scheduling posts, answering messages and comments and generating reports for Instagram, Facebook, LinkedIn, TikTok and other networks. Agencies and social media managers use it widely. This page is for teams that work with Brazilian clients or markets. Because mLabs does not publish an open API, the agent works with exported reports or browser automation with approval, or directly with the social networks' APIs. The scope is confirmed in the diagnosis.

Bolt
Integration

What AI agents do with mLabs

Monthly report for the agency's client

The agent reads the reports exported from mLabs and writes the month's analysis: what grew, which posts drove results and what to adjust. The social media manager reviews it before it goes to the client.

Editorial calendar ready for review

From the content plan and the commercial dates, the agent proposes captions and times for the month. The team reviews and schedules in mLabs.

Comments and messages that need action

From the messages on the social networks, the agent separates quote requests and complaints and routes each to whoever handles them. Compliments and simple questions get an approved standard reply.

Comparison across the client portfolio

The agent compares the numbers of all clients and shows who is falling in reach or engagement. The agency manager knows where to act first.

How it works in iTeam

Connect mLabs once. The agents use it within your rules.

  • Through the APIConnected through the app’s API: iTeam learns the endpoints from the documentation and the scope is confirmed in the diagnosis.
  • Each agent gets the right accessYou decide what each agent can read or do in mLabs, by area and by person.
  • Human approval where it mattersSensitive actions wait until someone with the authority approves them.
  • A trail and a cost for every actionWho asked, what the agent did in mLabs and what it cost, all on record.
Questions

Questions about mLabs and AI agents

Does iTeam integrate with mLabs?

We know of no open mLabs API. The agent uses exported reports or browser automation with approval, or connects directly to the networks through Meta's API, and the scope is confirmed in the diagnosis.

Does the agent publish on the client's social networks?

Only with approval. By default it prepares the content and a person reviews it before scheduling or publishing.

How is access to client accounts handled?

Credentials are kept in the iTeam vault, and each client can have separate permissions, with a record of everything the agent did.

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