About / Carlos Abreu
Product management for systems where correctness matters
I turn unstructured legal and financial information into products that people can search, compare, verify, and act on.
Prototype first when words are ambiguous
I build the interaction so experts, engineers, designers, and leadership react to the same thing.
Go deeper than the interface
I want to know which identifier persists, which API owns the state, and what happens on amendment.
Simplify aggressively
When the timeline shrinks, I reduce the product rather than pretending the original scope still fits.
Use the product
I test end-to-end workflows and discover requirements by using the system myself.
Treat expert disagreement as useful data
I encode what is deterministic and make legitimate ambiguity explicit.
Keep humans where consequence demands them
The question is what is safe and useful for the system to decide—not how much autonomy is possible.
From documents → data → intelligence → agents
Product evolution
Digitize expert knowledge
Translate covenant-report methodology into structured data.
My product operating system
Ambiguous problem
I move back and forth across these layers rather than treating product work as a handoff chain.