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Marianna Cardoso
AI & Innovation

AI systems to solve real work.

Organised along four lines: marketing, demand generation, operations and content. Each one solves a concrete problem, not a tool demonstration.

The difference between using a tool and building a system is the same as between asking someone for an idea and setting up a team that works on its own.

The first saves minutes. The second changes what an operation is capable of.

What I build

Systems, not loose prompts.

01

AI for marketing

Assistants configured with their own context for a specific function: market research, competitive analysis, generation of commercial documents or support for a particular operation.

02

AI for systems and operations

Chaining tasks that used to be done by hand: gather, organise, draft, review and deliver, with the judgement defined in advance.

03

AI for research and analysis

Opportunity radars, market and competitor tracking, and synthesis of scattered information into material that supports a decision.

04

AI for content and social commerce

Script, image, video and editing assisted by generative AI, at enough volume to test formats properly rather than once.

05

AI-assisted prospecting and lead generation

Company search, identification and qualification of prospects, and organisation of the database for follow-up. AI-assisted, with human review at every step: it is not a finished automated system. In development.

06

Document generation

Executive documents, presentations and analyses produced with a defined structure and human review on every delivery.

The laboratory

A real laboratory: social commerce on TikTok Shop Brazil.

Compra com Sentido, on TikTok Shop Brazil. Not a weekend experiment: a sustained content operation, with a sales strategy behind it.

Ongoing

Content production at scale

  • Commercial strategy and conversion script.
  • Production with generative AI: image, video and editing.
  • Enough volume to test formats, not to illustrate an idea.
  • Measuring what works and what does not, format by format.
Applied to the business

Where this saves money, shortens timelines or opens a channel.

Saves money

Work that used to require an external vendor for each piece is now produced in-house, with quality control and without losing the brand standard.

Shortens timelines

Market research or a competitive analysis that took weeks is delivered in days, with the same depth and the sources in plain sight.

Opens a channel

The volume of content that social commerce demands was out of reach for a small team. With a system behind it, it no longer is.

Shall we talk about applied AI?

If your team is testing loose tools and wants to move to a system that can sustain an operation, let's talk.