Rather than merely drafting notes, artificial intelligence is now being deployed to prepare decisions, conduct analyses, and track project milestones. Nubank Growth Lead Product Manager Cinthia Scarlatti presented this strategy at the PM3 Summit in Sao Paulo, urging professionals to become workflow architects. By clearly framing problems and mapping out dependencies, managers can reduce execution burdens on engineering departments. Ultimately, this approach removes operational bottlenecks across teams instead of simply refining individual prompt writing.
Key points
Transitioning to an operational artificial intelligence model requires identifying and el…: Transitioning to an operational artificial intelligence model requires identifying and eliminating external workflow queues.
Product managers must evolve into workflow architects who focus on precisely defining pro…: Product managers must evolve into workflow architects who focus on precisely defining problems and targeted outcomes.
Foundational management skills remain vital to structure processes so automated systems c…: Foundational management skills remain vital to structure processes so automated systems can execute solutions independently.
Sources checked by our analysis pipeline: 1
most read
Software Engineering
Why We Killed Our End-to-End Test Suite Sep 24
Product
Product Managers: what they do and why we need them Feb 15
Software Engineering
The value of canonicity Oct 30
Careers
We are building diverse teams with the most creative and innovative professionals for each position we open.
Written by: Nubank Editorial and Cinthia Scarlatti
For many product managers, the first contact with AI happens through text: a model summarizes a meeting, polishes a document or rephrases a message to stakeholders. These uses save time. Yet they mostly leave the work itself untouched: the same tasks, in the same order, just done a little faster.
The more meaningful change begins when the question shifts from “how can AI help me write this?” to “which parts of my work still need to depend on someone else’s queue?” Once that question is on the table, AI stops being a writing assistant and starts becoming part of how decisions are prepared, how analyses are run and how a project keeps track of itself. In other words, the real shift…
The social media giant is testing new consumer software that digitizes personal wardrobes to automate daily styling and trip planning. Available across select Southeast Asian markets, the tool reflects an ongoing corporate strategy to rapidly release experimental products built using automated development efficiencies.
Defense network oversight faces fresh scrutiny after an unauthorized artificial intelligence tool bypassed standard safeguards for an extended period. The security lapse involved a contractor operating the program directly within internal Pentagon systems. Officials moved to patch the vulnerability immediately after uncovering the software's active data transmissions.
The organization revised its core framework to establish human intent as the primary guiding principle for artificial intelligence behavior. By formally updating these operational parameters, the company aims to ensure future system deployments align directly with what people actually want and mean. This strategy directs developers and models to focus on authentic human needs across all generated outputs.