AI AGENTS

AI agent that recommends products

The agent understands what each customer is looking for and proposes the best-fit products to lift conversion without pushing what does not fit.

AI agent that recommends products

An AI agent that recommends products is deployed over your current systems and flows, with human supervision and traceability. Before automating we define which task, which exceptions and what outcome is acceptable.

We work from Barcelona and Madrid and remotely across Spain, Europe, LATAM and the United States. The agent is designed for your real process, not the other way round: integrations, permissions and milestone control.

We hand over the agent, its configurations, repositories and documentation in accounts owned by your company, without lock-in and with the ability to audit or rotate credentials.

The agent understands what each customer is looking for and proposes the best-fit products to lift conversion without pushing what does not fit.

THE CHALLENGE

recommending products

Leaving recommending products to a person is slow and leaves room for error; automating it without governance is a risk. The sweet spot is an agent with rules, exceptions and control.

  • Irrelevant recommendations

    Suggesting products without knowing the customer profile lowers purchase rate.

  • Wide catalogue hard to cross

    Relating compatible or complementary products demands deep knowledge.

  • Wasted cross-selling

    Chances to add value to each sale are not detected in time.

APPROACH

recommending products

An agent with rules, exceptions and milestone control.

  1. Purchase profile analysis

    The agent studies customer history, preferences and behaviour.

  2. Catalogue matching

    It relates compatible, substitute and complementary products.

  3. Recommendation generation

    It proposes ordered options with a justification for each customer.

  4. Adjustment based on results

    It learns from real purchases to refine future recommendations.

DELIVERABLES

recommending products

An operational, traceable agent under your control.

  • Personalised recommendations

    List of suggested products per customer with their reason.

  • Catalogue pairings

    Maintained map of compatible and complementary products.

  • Rep suggestion

    Cross-selling proposal ready to use in conversation.

  • Sales impact report

    Conversion comparison with and without recommendations.

TRUST

AI applied to real processes with supervision

AI agents with human supervision, traceability and milestone control since 2008, in Barcelona and Madrid and remote. Code and documentation under your control, without lock-in.

  • A clear task and success criteria before automating.
  • Human supervision with milestone and exception control.
  • A measurable first release before expanding scope.
  • Code, configurations and documentation under your control.

FAQ

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