Carmen Gerea.

AI adoption for product teams

I help digital product teams integrate AI into how they work: faster discovery, functional prototypes in days, and prioritization decisions backed by better evidence.

AI promises speed, but the roadmap doesn't move

Product teams have more tools than ever, but without a clear method AI stays in internal demos and never reaches the discovery and delivery cycle.

  • 01

    Slow, opinion-based discovery

    Product decisions depend on the loudest voice in the room, not on user evidence analyzed in depth.

  • 02

    Prototypes that take weeks

    Validating an idea requires design and development. With AI and generative prototyping tools, that cycle can be measured in days.

  • 03

    Unprocessed user data

    Interviews, tickets and feedback pile up without synthesis. AI can process that material, but nobody has designed the workflow.

  • 04

    The team doesn't know where to start

    There's enthusiasm for AI, but no map of which product-cycle tasks benefit first and which require human judgment.

How I approach AI adoption in product

  • 01

    Product cycle mapping

    Identifying the discovery and delivery tasks where AI brings real speed: research synthesis, ideation, prototyping, documentation.

  • 02

    High-impact pilots

    Selecting 2 to 3 concrete pilots, such as interview synthesis or a functional prototype of a roadmap hypothesis.

  • 03

    Workflows and practice

    Designing AI workflows, team prompts and templates, plus hands-on sessions with real product cases.

  • 04

    Judgment and measurement

    Human validation rules, quality standards and metrics so the speed gained doesn't sacrifice product judgment.

Related cases

Experience building digital products with generative AI, designing maturity models and corporate platforms.

See the full project portfolio →

Other specialized services

Six specialized pillars converging into a single winning strategy.

AI in marketing

I help marketing teams move from isolated AI experiments to concrete workflows: prioritized use cases, hands-on training and quality standards that protect the brand.

Customer discovery SaaS

I help SaaS and digital product teams truly understand their customers: interviews, behavioral analysis and actionable synthesis to decide product, value proposition and positioning.

Ambassador programs

I design ambassador and advocacy programs that connect technology, SaaS and professional services brands with market voices: creators, operators, founders and experts who use the product and speak with credibility.

Final outcome

AI in product

Executive personal brand

I help executives and founders build an intentional professional presence: clear positioning, their own narrative, and a sustainable content system that opens business conversations.

SEO/AEO tourism

I help hotels, tour operators and tourism businesses capture direct demand: visibility in Google and in AI assistant answers, with content that responds to what travelers actually search for.

SEO/AEO healthcare

I help pharma companies, clinics and digital health businesses gain visibility in Google and in AI assistant answers, with accurate, compliant content built around the real questions patients and professionals ask.

Frequently asked questions

Schedule

Let's talk about AI in your product team.

In 30 minutes we'll review how your team works today, which AI pilot would have the most impact, and whether this support fits.

Chile time (Santiago) · GMT -03:00

No available times in the coming days. Write to me at carmen@freed.tools and we'll coordinate.