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Isabela Constantini T

@isabelaconstantinit

AI Product Manager at AxisForge Labs, productizing human-reviewed AI workflows with scorecards, gold sets, and approval gates.

Brazil

Message

At AxisForge Labs, I own the AI product lifecycle for B2B workflow tools, from discovery and requirements through launch and iteration. I defined product vision, PRDs, and evaluation plans, and productized human review with scorecards, gold-set examples, and approval gates before consequential actions.

At Million Dollar Sellers, I owned an AI-powered feedback product, reviewing extracted themes against source comments and using SQL to connect offline evaluation with online results: engagement rose 32% and attendance rose 18%. Earlier, I defined product direction and A/B experiments at NAFEMS, where attendance rose 35%, and led MVP discovery and requirements for an event and vendor management platform at 48-27 Produtora.

Experience

Work history, roles, and key accomplishments

Current

Founder - Head of Product

Current

AxisForge Labs

Aug 2025 - Present (1 year 2 months)

Owns AI product lifecycle for fixed-scope B2B workflow tools, including discovery, data requirements, evaluation design, launch, and iteration with human approval on consequential actions.

AI Product Management PRDs Evaluation Plans HITL Scorecards Golden Set Evaluation Prompt Flow Safety Guardrails (FERPA COPPA)Approval Gates SQL Mixpanel Looker

Regional Manager - Product Manager

NAFEMS

Mar 2024 - Aug 2025 (1 year 5 months)

Led product initiatives with experimentation and measurable outcomes, translating research into requirements and backlog priorities. Designed A/B experiments on content length, format, and timing, resulting in a 35% attendance increase.

Product Management PRDs A B Testing User Research Survey Interviewing Success metrics Stakeholder Alignment

Marketplace Coordinator - Product Consultant

Planned

Oct 2024 - Feb 2025 (4 months)

Scoped AI-assisted intake and tooling improvements with engineering, turning messy operational inputs into structured requirements and acceptance checks. Mapped end-to-end workflows to define data and process requirements before feature build.

AI assisted Automation Requirements Gathering PRDs User Stories Workflow Mapping

Product & Community Experience Strategist

Million Dollar Sellers

Oct 2023 - Jun 2024 (8 months)

Owned an AI-powered feedback product, defined quality bars for extracted themes, and ran a human feedback loop on AI outputs. Used SQL to analyze usage and feedback trends, connecting offline judgment to online impact.

AI Product Management HITL Prompt response evaluation SQL A B Testing Agile Development Success metrics Error Analysis

Lead Product Manager

48-27 Produtora

Jan 2020 - Oct 2023 (3 years 9 months)

Led discovery-to-requirements for an event/vendor management MVP, including interviews, journey mapping, personas, and PRDs. Defined product success measures via dashboards and collaborated with design and development partners.