Solutions / AI Engineering

    AI applications built for production, not for demos.

    From a scoped use case to a reliable application connected to your data and tools.

    Work with HACKTUALIZ

    The problem

    Prototypes built on a single prompt break with real users: wrong answers, no traceability, no cost control.

    Who it's for

    Product teams, IT departments and companies with internal knowledge to exploit.

    What we do

    • LLM applications and assistants
    • RAG over internal documents
    • AI APIs and system integrations
    • Evaluation, monitoring and cost control

    How we work

    • 01Discover — goals, constraints and existing systems
    • 02Assess — risks, data, feasibility and priorities
    • 03Design — architecture, scope and success criteria
    • 04Build & secure — iterative delivery with security built in
    • 05Deploy & enable — go-live, documentation and team training

    What you receive

    • Working application in your environment
    • Evaluation set and quality metrics
    • Technical documentation and handover

    Security

    Access control, prompt-injection testing and data isolation are part of every build.

    Expertise applied in our products

    BUILD

    Noctely

    HACKTUALIZ developed a personal AI companion combining written and voice conversations, dream exploration, personal journaling and conversational memory.

    View the product brief

    BUILD

    Pastoriz

    HACKTUALIZ developed a multi-organization pastoral CRM for member tracking, attendance follow-up, events, donations, volunteers and AI-assisted workflows.

    View the product brief

    DEPLOY

    SiteViral

    HACKTUALIZ developed a platform for creating and selling digital products, with AI assistance, training spaces, affiliation, communities, donations and payment flows.

    View the product brief
    Explore our work

    Discuss your project

    Tell us your context. We reply with a first scoping proposal.

    Contact us