data & AI strategy for real impact

from siloed data to scalable impact: I help you unlock the value of your data — with clear priorities, use cases that matter, and responsible AI integration.

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the challenge.

why most data & AI initiatives underperform?

data & AI leaders today face a perfect storm of expectations — but unclear foundations. the most common blockers include:

  • vision

    no enterprise-wide data strategy or vision.

  • hype

    following the AI hype without use case fit.

  • silo

    fragmented data across tools & units.

  • governance

    missing governance, roles & ownership result in low adoption.

  • impact

    overselling AI with little business impact.

approach in brief.

a strategy framework that connects data to business value.

foundation

foundation.

the right data is as a baseline:

• capabilities

• governance

• measurement

use case

use cases.

focus on clear business value:
• opportunity map
• use case portfolio
• prototype for a fast pov

enablement

enablement.

train the trainer:

• vendor assessment
• responsible AI principles
• change & adoption

what to expect.

from assessment to action. understand, what we can build together. every business, every project, is highly individual - that will be taken into account.

step.

deliverables.

discovery & maturity assessment
stakeholder interview. data & capability maturity. tech audit.
target picture & 
use case design
gap analysis & business goals. opportunity radar, prio matrix.
use case canvas & roadmap.
governance &
enablement setup
governance & ownership model. responsible AI principles. risk flags. adoption plan.
prototype &
rollout advisory
use case backlog. requirements engineering. evaluation support.
different

build different.

I am your strategic sparring partner. not another slide vendor.
I'm here to help you digitize faster, cleaner, smarter.

7+
years in
top-tier consulting
0
bias.
buzzwords. nonsense.
25+
successful projects
100%
transparent, direct communication

navigating complexity.
delivering clarity.