MAURICIO MUÑIZ / PRODUCT MANAGER
PRODUCT PORTFOLIO
The Work Behind
the Products.

I'm a Product Manager with a background in Mechatronics Engineering, working at the intersection of business strategy, technology, and product delivery.
My experience spans B2B SaaS, healthcare, insurance, hospitality technology, and applied AI. Here, you can explore the products I've helped shape, the challenges behind them, and the capabilities I bring to multidisciplinary teams.
PRODUCT STRATEGY / DISCOVERY / DELIVERY / APPLIED AI
01 / FEATURED WORK
Ideas Made Real.
Every product comes with its own constraints, stakeholders, and trade-offs. These selected experiences highlight different ways I've contributed to shaping, coordinating, and delivering software products.

01 / HEALTHCARE & WELLNESS
Aligning Complex Product Ecosystems
Connecting business priorities, stakeholder needs, and evolving digital wellness experiences into a coherent product direction.
Product ecosystems involving wellness experiences, activity tracking, user reporting, connected functionality, and cross-functional coordination.
Product Strategy · Roadmapping · Stakeholder Alignment · Cross-Platform Coordination

02 / ENTERPRISE SAAS
Delivering Under Critical Constraints
Supporting time-sensitive product initiatives where business priorities, cross-team dependencies, and coordinated execution are essential.
Enterprise compliance software, business-critical releases, complex dependencies, and major product announcements.
Product Ownership · Delivery Management · Stakeholder Management · Risk & Dependencies

03 / HOSPITALITY TECHNOLOGY
Connecting Fragmented Operations
Helping define connected workflows across restaurant ordering, kitchen operations, payments, staff management, and AI-assisted capabilities.
An interconnected restaurant operations platform spanning POS, kitchen display systems, cashier workflows, administrative functionality, and AI features.
Product Discovery · Operational Workflows · Full SDLC · Applied AI

04 / AI & AUTOMATION
Making AI Workflows Practical
Turning specialized AI capabilities into structured workflows for research, content creation, review, and publishing.
An AI-powered content platform using specialized agents for research, writing, SEO, fact-checking, and related workflows.
AI Product Design · Agent Workflows · Product Discovery · Workflow Design
Client and product identities have been omitted. Visuals are conceptual reconstructions, not actual product interfaces.
02 / MORE WORK
Different Challenges.
Different Products.
Beyond the featured work, I've contributed to a range of digital products across industries, technologies, and business contexts.
01 / PLATFORMSEnterprise & Connected Platforms
Insurance experiences, integrations, and internal business platforms.
02 / INTELLIGENCEAI, Data & Automation
AI-enabled workflows, intelligent assistants, and data-driven product exploration.
03 / PRODUCTSDigital Platforms & MVPs
Early-stage products, specialized business platforms, and custom digital solutions.
04 / EXPERIENCESWeb & Digital Experiences
Digital experiences for professional services, education, construction, and other specialized businesses.
BEYOND THE HIGHLIGHTSFour highlights.Nineteen stories.
Explore the broader body of work behind the portfolio — from product strategy and enterprise software to AI and specialized digital experiences.Explore All Projects ↗19
03 / AREAS OF EXPERTISE
Where I Can Add Value.
I work across product strategy, discovery, delivery, team enablement, and applied AI — adapting my approach to the challenge, the team, and the stage of the product.
01Product Strategy & ExpansionAssessing opportunities, clarifying product direction, aligning priorities with business goals, and helping teams turn strategic decisions into actionable roadmaps.+
How I Apply It
I assess opportunities and existing products, align business and stakeholder needs, and turn options into scoped priorities. Roadmaps, feature prioritization, MVP definitions, and product goals help make direction actionable.
Experience in Practice
Wellness and connected digital platforms have required product direction across multiple experiences and stakeholders. Consulting and early product initiatives have also involved clarifying scope before delivery.
Related work: Aligning Complex Product Ecosystems ↗
02Product Discovery & ValidationUnderstanding customer and business problems, challenging assumptions, gathering insights, and translating early ideas into product requirements and testable concepts.+
How I Apply It
I frame problems with stakeholders, map user and business workflows, gather requirements, and explore hypotheses before committing to a solution. Wireframes, interactive prototypes, and MVP scopes make ideas easier to discuss and validate.
Experience in Practice
Notarial workflows and independent product initiatives have involved exploring operational processes, document handling, and early digital concepts.
Related work: AI-Assisted Notarial Workflows ↗
03Product & Project DeliveryCoordinating multidisciplinary teams, managing dependencies, translating priorities into actionable work, and supporting product initiatives from planning through release.+
How I Apply It
I translate priorities into product requirements, PRDs, epics, user stories, and acceptance criteria. Backlog refinement, sprint planning, dependency coordination, QA/UAT collaboration, release readiness, and stakeholder communication support coordinated execution.
04Agile Coaching & Team EnablementHelping teams improve collaboration, delivery practices, communication, and ownership without introducing unnecessary processes.+
How I Apply It
I facilitate planning and backlog refinement, surface delivery bottlenecks, and help teams clarify ownership and communication. Mentorship and knowledge sharing support practical improvements to daily collaboration.
Experience in Practice
Software consulting, collaboration across disciplines, and internal mentorship have informed a pragmatic approach to team enablement.
05AI-Enabled Product ExplorationIdentifying practical AI opportunities, exploring intelligent workflows, and building prototypes that help evaluate how AI can solve real business problems.+
How I Apply It
I identify use cases, assess feasibility with technical collaborators, and prototype LLM-enabled and agent-based workflows. Prompt and workflow design, evaluation considerations, and human review loops help shape practical product experiences.
04 / SKILLS & TOOLKIT
The Work Behind the Work.
Product management requires more than roadmaps and tickets. My work combines problem-solving, technical understanding, cross-functional execution, and the communication needed to bring different perspectives together.
CORE SKILLS / WHAT I CAN DO
01 / PRODUCT THINKINGProduct Thinking
- Product Strategy
- Product Discovery
- Problem Framing
- Opportunity Assessment
- Roadmapping
- Prioritization
- OKRs & KPIs
02 / PRODUCT EXECUTIONProduct Execution
- Product Requirements & PRDs
- Epics, Features & User Stories
- Acceptance Criteria
- Backlog Management
- Sprint Planning & Refinement
- Dependency Management
- QA/UAT
- Release Coordination
03 / DATA & TECHNICAL LITERACYData & Technical Literacy
- SQL
- PostgreSQL
- Data Exploration
- Product Analytics
- API Fundamentals
- Technical Requirements
- Cross-Platform Product Understanding
04 / APPLIED AIApplied AI
- AI Use-Case Discovery
- LLM Integrations
- Agent Workflows
- Prompt Design
- AI-Assisted Prototyping
- Evaluation Concepts
- Human-in-the-Loop Workflows
05 / DESIGN & PROTOTYPINGDesign & Prototyping
- User Flows
- Wireframing
- UX Collaboration
- Interface Prototyping
- Rapid Prototyping
- Design-to-Development Collaboration
06 / LEADERSHIP & COMMUNICATIONLeadership & Communication
- Stakeholder Alignment
- Cross-Functional Leadership
- Facilitation
- Negotiation
- Mentorship
- Bilingual Collaboration
05 / WHAT SETS ME APART
More Than One
Way of Thinking.
Engineering, connected product ecosystems, and hands-on exploration shape how I approach product work.
01 / THE FOUNDATIONEngineering Discipline. Creative Instinct.
My background in Mechatronics Engineering helps me ask sharper technical questions, understand constraints, and see how complex systems fit together. My foundation in drawing and digital art brings another perspective: how people interact with and experience what we build. I bring both sides into product decisions, combining structured problem-solving with creative exploration.
Engineering Background · Creative Practice · Product Thinking
02 / THE COMPLEXITYComfortable With the Complicated.
I've worked on products involving web applications, native iOS and Android experiences, backend services, partner integrations, and complex business rules. When a seemingly small product decision affects multiple platforms and teams, I know the importance of making dependencies visible, navigating trade-offs, and keeping execution aligned with the bigger picture.
In Practice: Pet Insurance Platforms · Digital Wellness Products
03 / THE APPROACHIdeas Don't Have to Stay on Slides.
I move between product discovery, requirements, delivery, and rapid prototyping to turn ambiguous opportunities into something teams can understand and build. I've also contributed to AI-enabled experiences spanning agent-based content workflows, restaurant operations, and document processing—exploring where emerging technology can solve real product problems rather than simply adding another buzzword.
In Practice: AI Content Automation · Restaurant Operations · Legal Document Automation
06 / WORKING TOGETHER
Ways to Work Together.
Different needs call for different ways of collaborating. Here's where I can contribute.
01 / EMBEDDEDEmbedded Product Management
For companies looking for a Product Manager or Product Owner to join an existing team, connect business priorities with execution, and collaborate across product, design, and engineering.
Full-Time · Contract · Remote Collaboration
02 / INDEPENDENTIndependent Product Consulting
For teams needing focused support with product discovery, strategy, prioritization, MVP definition, rapid prototyping, or delivery challenges.
Project-Based · Advisory · Discovery Engagements
03 / COLLABORATIVETeam Assembly & Delivery
For businesses exploring a software initiative that may require a tailored combination of product and technical capabilities, from early scoping to coordinated execution.
Product Scoping · Technical Collaboration · Nearshore Delivery