01
Ideas Without Structure
Management has many suggested use cases and departments submit unstructured AI ideas — but there is no common format that makes them comparable, so prioritization stays political.
Executive AI Advisory
AI Opportunity & Impact Assessment
Find the AI opportunities that are technically feasible, commercially relevant, and worth pursuing. A defined two- to four-week assessment turns unstructured AI ideas into a prioritized shortlist, initial business cases, and a clear next step for every use case — including the ones not worth pursuing.
Pillar
Executive AI Advisory
Format
2–4 week assessment
Scoring
Nine dimensions
Output
A decision per use case
The Problem
Many ideas. No basis for comparison.
Departments submit AI ideas and management adds suggestions — but nothing makes them comparable, so prioritization stays political.
02
Value Claims Without Validation
The organization cannot compare potential value across use cases: business impact claims have not been validated, and data availability is unclear for most of them.
03
Uncertainty Whether AI Is the Answer
For some of the problems on the list, conventional software would be the better solution — but nobody has systematically assessed which ones.
Assessment Dimensions
Nine dimensions decide whether a use case is worth pursuing.
Every use case on your list is assessed against the same nine dimensions — so the comparison is structured, not political.
01
Is the use case operationally relevant?
02
What economic value can it realistically create?
03
Is it technically feasible today?
04
Is the required data available — and good enough?
05
What does integration into existing systems require?
06
Which deployment constraints apply?
07
What are the security and regulatory implications?
08
What does adoption require from the organization?
09
How long until the first measurable value?
The Outcome
Every use case leaves with a decision: pursue, defer, or reject.
What We Do
A structured assessment with a defined end.
An accessible entry offer for organizations not yet ready for a full strategy engagement: in a defined two- to four-week assessment, we take the full set of AI ideas in your organization — from management, departments, and existing initiatives — and evaluate each one against nine dimensions, from operational relevance and economic value to data availability, deployment constraints, and time to first measurable value.
Where conventional software would solve the problem better, we say so. The result is not a report about AI potential in general: it is a prioritized shortlist, an initial business case for the use cases that merit one, and a recommended next step for every idea on the list — including an explicit reject-or-defer list.
Where the use cases come from
Management suggestions Department ideas Existing initiatives
How the Assessment Works
A defined two- to four-week format, not an open-ended engagement
Structured intake of use cases from management and departments
Every use case scored on the same nine dimensions
Business impact claims validated, not assumed
An honest check whether conventional software solves it better
A recommended next step for every use case — pursue, defer, or reject
Deliverables
Concrete outputs, not guidance.
No idea leaves the assessment undecided.
01
Opportunity Map
The full set of identified AI opportunities in one structured, comparable view.
02
Prioritized Use-Case Shortlist
The use cases worth serious attention, ranked by impact and feasibility.
03
Impact-versus-Feasibility Matrix
Each use case positioned by expected impact against technical and organizational feasibility.
04
Initial Business Case
A first quantified business case for the shortlisted use cases.
05
Technical Feasibility Assessment
What is technically achievable today — with your data, systems, and constraints.
06
Key Risks and Prerequisites
The risks and prerequisites that must be resolved before an initiative starts.
07
Recommended Next Step per Use Case
A concrete recommendation for every use case — no idea leaves the assessment undecided.
08
Explicit Reject-or-Defer List
The use cases not worth pursuing now, with the reasons on record.
Two to four weeks. One structured assessment. A decision for every use case on your list.
How the engagement works
Our Assessment Process
Four phases in two to four weeks, each closing with a decision or output.
1
Collect & Structure
We gather use cases from management, departments, and existing initiatives into one structured opportunity map.
2
Assess
Each use case is evaluated against the nine dimensions, from operational relevance to time to first measurable value.
3
Prioritize
Use cases are positioned in the impact-versus-feasibility matrix; the strongest receive an initial business case.
4
Decide
You receive a recommended next step for every use case — pursue, defer, or reject — with risks and prerequisites made explicit.
FAQ
Purchasing questions we hear on this service.
How is this different from AI Strategy Consulting?
The assessment is a defined two- to four-week entry offer: it tells you which opportunities are worth pursuing. Strategy consulting picks up from there — investment sequencing, capability building, governance, and an executive decision package. Many clients start here precisely because they are not yet ready for a full strategy engagement.
We have not collected our use cases yet. Is that a problem?
No — unstructured ideas are the normal starting point. Structuring them into a comparable opportunity map is the first phase of the assessment, not a precondition for it.
What happens to the use cases you reject?
They go on an explicit reject-or-defer list with the reasons on record. That list is often as valuable as the shortlist: it ends recurring debates and frees attention for the opportunities that hold up.
What if conventional software would solve our problem better?
Then the assessment says so. Whether AI is the right instrument is one of the questions we test — not an assumption we start from.
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Assess Your AI Opportunities
Bring us your list of AI ideas — structured or not.
In two to four weeks you will know which opportunities hold up, and what to do with each of them.
Assess Your AI Opportunities nAIxt Technologies GmbH
Am Forst 2
82166 Gräfelfing, Germany
+49 89 54196515
info@naixt-technologies.de