Preparation
We collect relevant information about your organization, departments, tools, workflows and current AI maturity.
Output
- Understanding of business context
- AI-readiness assessment
AI STRATEGY & POTENTIAL ANALYSIS
Turn AI potential intoa clear execution roadmap.
We help you find where AI creates the highest business value. Through structured workshops, process analysis and use-case prioritization, scattered AI ideas become a decision-ready roadmap with business impact, feasibility, risk and implementation logic.
Workshop-basedBusiness-case logicRisk & complianceRoadmap-ready
The principle
Most companies don't lack AI ideas.They lack prioritization.
The outcome is not a list of ideas — it's a prioritized AI roadmap with clear next steps.
WHAT WE ANALYZE
We assess AI potential where it matters: inside your real processes.
We don't start with technology trends — we start with your departments, workflows, pain points, data sources and decision processes.
01
Business processes
Repetitive, knowledge- and document-heavy workflows where AI reduces manual work, improves quality or accelerates throughput.
02
Department needs
How AI supports sales, HR, finance, controlling, procurement, marketing, service, operations, legal and IT.
03
Data & systems
Which data sources, documents, tools, systems and interfaces matter for future use cases.
04
Feasibility
Whether a use case is realistically implementable — based on data, technical complexity, integration and process maturity.
05
Risk & compliance
Sensitive data, regulatory aspects, EU AI Act relevance, data-protection implications and internal governance.
06
Business impact
Potential value per use case: time savings, quality, risk reduction, revenue potential or process acceleration.
OUR METHODOLOGY
From AI interest to AI decisions — structured.
Strategic analysis, workshop facilitation and implementation experience combined — for use cases that are not only exciting, but feasible, valuable and suitable.
PreparationStep 01
Use-case workshopsStep 02
Use-case workshops
Structured workshops with departments, leadership and process owners to identify concrete AI opportunities.
Process & pain-point analysisStep 03
Process & pain-point analysis
We analyze where work is repetitive, time-consuming, error-prone, document-heavy or expert-dependent.
Feasibility assessmentStep 04
Feasibility assessment
Technical feasibility, data availability, system integration and implementation complexity are evaluated.
Risk & compliance reviewStep 05
Risk & compliance review
Data sensitivity, governance, GDPR and potential EU AI Act relevance are reviewed.
PrioritizationStep 06
Prioritization
Use cases are ranked by benefit, effort, risk, feasibility and strategic relevance.
Roadmap & business caseStep 07
Roadmap & business case
Prioritized use cases become a practical roadmap with next steps, ownership and expected value.
DELIVERABLES
What you receive after the analysis.
Not a pile of ideas — a decision-ready strategy package.
A
AI use-case portfolio
Structured overview of identified AI opportunities across departments, processes and functions.
B
Prioritization matrix
Clear ranking by business value, effort, feasibility, risk and strategic relevance.
C
Business-case logic
Value drivers, expected impact, cost logic and benefits for selected use cases.
D
Risk & compliance view
Structured assessment of sensitive data, governance requirements and regulation.
E
Implementation roadmap
Which use cases first, what to prepare and how to structure the rollout.
F
Recommended next steps
Concrete recommendations for pilots, data prep, architecture and internal ownership.
TYPICAL USE CASES
AI potential across departments.
Areas where we repeatedly identify strong AI potential.
Sales
Sales
Proposal drafting, CRM summaries, customer prep, objection handling, email automation.
HR
HR
Job descriptions, interview guides, onboarding material, internal comms, development.
Finance
Finance & controlling
Report summaries, variance analysis, forecast explanations, management presentations.
Service
Customer service
Response suggestions, ticket classification, knowledge-base assistants, complaint comms.
Legal
Legal & compliance
Contract review, clause comparison, policy drafting, regulatory document analysis.
Ops
Operations & IT
Process docs, quality checks, knowledge assistants, code help, incident summaries.
STRATEGY WORKSHOP
Identify the AI use cases that are actually worth implementing.
Start with a structured potential analysis and turn scattered AI ideas into a prioritized roadmap with business value, feasibility and clear implementation steps.
CONTACT
Let's get in touch.
Request a demo, book a workflow audit, or just say hello — we reply within one business day.
Or reach us directly at: info@ai-z-group.com
AI-Z GmbH · Königstraße 26 · 70173 Stuttgart · Germany
+49 157 52105947