Governance
Classify the use case, data, role, risk and required human oversight.
Strategic FAQ
Practical answers for leaders adopting AI.
How risk is governed, value is measured, people are brought along, and leadership prepares — with a clear view of where Agent Citara fits.
Executive, commercially literate and risk-aware guidance for German Mittelstand leadership teams.
Four decision gates
Governance, ROI, adoption and leadership preparation.
AI programmes move faster when these questions are answered before technology choices harden into commitments.
ROI
Separate capacity released from value actually realized in cost, margin or throughput.
Adoption
Design roles, trust, incentives and controls alongside the workflow.
CEO Day
Bring decision authority, real processes, practical baselines and known constraints.
Thorsten Keller's moat
Four disciplines. One senior mandate.
Thorsten Keller connects capabilities normally split across advisors, coaches, architects and delivery teams.
C-level P&L responsibility
AI priorities are judged by margin, cash, capacity and strategic relevance — not novelty.
Hands-on AI architecture
Recommendations stay grounded in real workflows, systems, data and human controls.
Executive psychology
Leadership alignment, trust, role clarity and adoption are treated as operating requirements.
Agent Citara execution
The roadmap can move into governed digital-labour workflows instead of ending as a presentation.
The business case, operating model, technology and human change stay connected from decision to measurable execution.
FAQ
Frequently asked questions
Direct answers to the questions leadership teams ask before committing to AI execution.
How are data privacy and the EU AI Act handled with Agent Citara?
The starting point is the use case, not a blanket compliance label. The engagement clarifies role, purpose, data, risk class, access rights, human oversight, logging, retention and escalation. Agent Citara can support governed implementation, but legal compliance remains use-case-specific and should be confirmed with the company's legal and data-protection advisers.
What does the EU AI Act require from an SME already using AI?
Leaders need an inventory of AI use cases, clear ownership, proportionate governance and sufficient AI literacy for people operating or using AI systems. Article 4's AI-literacy obligation has applied since 2 February 2025. Additional duties depend on role, risk category and context.
How is ROI calculated for the Digital Labour Month?
Establish a baseline, then measure capacity released, cost avoided and attributable commercial uplift. Subtract implementation, model, integration, governance and change costs. Time savings count as realized value only when capacity is redeployed, demand increases or cost is actually removed. ROI = (realized capacity value + cost avoided + attributable contribution margin − total programme cost) ÷ total programme cost.
Which KPIs should be measured during the Digital Labour Month?
Use one business KPI, one workflow KPI, one adoption KPI and one risk guardrail per workflow. If the workflow lacks a credible baseline or owner, it is not ready for an ROI claim.
How does Executive Psychology differ from conventional IT consulting?
IT consulting typically concentrates on systems, requirements, integration and delivery. Executive Psychology addresses the leadership conditions that determine whether the system is trusted and used: perceived threat, decision rights, identity, incentives, team dynamics and human oversight. Thorsten's approach joins both disciplines.
Is Executive Psychology therapy?
No. It is executive sparring and organisational change work focused on business decisions, leadership behaviour, communication, adoption and role design. It does not replace psychotherapy, medical treatment, employment law or works-council consultation.
What preparation is required for Day 1: CEO Day?
Bring the CEO or managing director, a compact decision-capable leadership group, top priorities, a simple P&L or management view, three to five workflows with visible friction, current AI use, known data and privacy constraints, and relevant workforce considerations. Perfect data is not required.
What should not be prepared for CEO Day?
Do not build a polished innovation presentation or long tool list. Bring the real process, real friction and the numbers leadership already uses.
Who should attend CEO Day?
The CEO or managing director plus a compact leadership group able to decide across operations, finance, commercial functions, people and technology.
What happens after CEO Day?
The highest-value opportunities move into process mapping, an agent target picture, ownership, guardrails and a ranked execution plan. Where appropriate, Agent Citara provides the execution layer.
Bring the real questions, numbers and constraints.
A first working session identifies whether the right next step is AI visibility, an executive workshop, a governed digital-labour workflow, or no project at all.