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    AI SYSTEMS FOR THEMITTELSTAND.

    Precisely assessed. Robustly engineered. Effective in daily operations.

    From check to system
    I verify whether and where AI delivers real value in your processes. If you decide to move forward with implementation, I build the strongest case into a system that holds up in daily operations — through to handover to your team.
    Start
    30 minutes, directly with me. You get a clear assessment.
    01Mandate

    AI is engineering work.

    Four principles for systems that make it past the demo.
    01 / 04

    Directly with the owner.

    You work with me from the first call to project completion — without rotating consultants in between. Whether I assess or implement, I do the work myself and remain accountable for the result.

    02 / 04

    Verify first. Then build.

    Before I build, I clarify data readiness, technical viability and commercial value. I recommend implementation only after a justified go; you decide whether to proceed.

    03 / 04

    Inside the process. Beyond the demo.

    I build systems for your real workflows: integrated into your environment, testable and accepted against criteria we define up front.

    04 / 04

    Handover, not dependency.

    Documentation and training are part of the job. After handover, your team can run the system without me.

    Not for
    24/7-critical operationsPure inspiration workshops without follow-throughGeneric web or app developmentDemo-only AI showcasesGeneral business, organizational or management consulting
    03Approach

    How we work together.

    Between verification and implementation, the decision is yours. There is no automatic follow-on engagement.
    01

    Clarify.

    30 min · free

    In the intro call we clarify your problem, your target and the measurable lever. If the case isn't a fit, I tell you so directly.

    Outputs
    • Fit assessment
    • Recommended entry point
    02

    Verify.

    1–2 weeks · fixed price

    I examine processes, data, interfaces and feasibility — technically and commercially.

    Outputs
    • Process + data view
    • Assessed use cases
    • Commercial value
    03

    Decide.

    included in the check

    You get a go, no-go or not-yet from me — with an effort range, prerequisites and a clear specification.

    Outputs
    • Go/no-go recommendation
    • Implementation specification
    04

    Build & hand over.

    4–10 weeks

    I develop and test the system and hand it over to your team — with documentation and training.

    Outputs
    • Working system
    • Acceptance result
    • Documentation + training
    04Owner

    Philipp Woerner — engineer, AI lead, your direct contact.

    I'm an electrical engineer (M.Sc., RWTH Aachen) and today an AI lead at a German DAX industrial group; before that I was a data scientist there. I've spent seven years working with data, forecasting and AI systems — from research to production.
    Philipp Woerner, Owner of Woerner Data Consulting
    NamePhilipp Woerner
    RoleOwner
    ·01
    Engineering foundation
    M.Sc. Electrical Engineering, RWTH Aachen (1.0, German top grade)
    ·02
    Enterprise AI delivery
    Scoping → production → rollout across multiple business units of a German DAX industrial group
    ·03
    Cross-industry
    Industry · IoT energy · academic research
    Track record
    2025 –
    AI Lead
    German DAX industrial group · Munich
    2022 – 2025
    Data Scientist
    German DAX industrial group · Munich
    2019 – 2020
    Data engineering · IoT energy
    AMMP Technologies · Amsterdam
    2018 – 2021
    Research · battery field data
    ISEA · RWTH Aachen · Nature Energy co-author
    05Contact

    Your AI initiative, assessed in 30 minutes.

    You describe your case. I tell you whether to verify first, build now — or deliberately not invest.

    Tell me briefly what you need

    A few lines are enough. The fields open a pre-filled email in your mail client; no data is sent to third parties.

    No mail client? Email me directly at contact@woernerdata.de

    Submitting opens a pre-filled email. Your details are used only to reply. See the privacy notice for details.

    Good intro-call fit
    • A concrete process, use case or decision need is visible.
    • An owner for the process, data or systems can be involved.
    • There is willingness to invest in a paid analysis or implementation.

    After 30 minutes you know which next step makes sense — or why none does right now. I usually reply within one business day.