Enterprise AI Advisory
We guide upper mid-market companies, large enterprises, corporate groups, and regulated institutions in Switzerland from C-level roadmapping and audit-ready AI Governance (Swiss FADP, EU AI Act, FINMA, ISO/IEC 42001) to production integration across SAP, Microsoft, Salesforce, and private cloud landscapes.
Advisory Architecture for Large Enterprises & Upper Mid-Market
In the enterprise segment, isolated point tools quickly hit governance and integration walls. When dozens of teams, complex ERP/data warehouse landscapes, and strict regulatory mandates intersect, we build the strategic, regulatory, and technical foundation.
We partner with executive boards, business unit heads, and enterprise architects to design a multi-year AI value creation strategy. Instead of fragmented point solutions, we establish a prioritized cross-departmental use-case portfolio evaluated by ROI, data readiness, architectural fit, and regulatory risk.
Key Deliverables & Outcomes
Large enterprises and regulated industries require audit-ready guardrails rather than informal experimentation. We implement robust AI policies, model inventories, and risk classifications aligned with the Swiss Federal Act on Data Protection (FADP / nDSG), the EU AI Act, and sector-specific regulators.
Key Deliverables & Outcomes
We architect and oversee secure enterprise AI platforms with zero data leakage into public training models. We integrate large language models and agentic workflows deeply into your existing enterprise stack while enforcing document-level role-based access control (RBAC).
Key Deliverables & Outcomes
The biggest challenge in the enterprise segment is transitioning from promising Proofs of Concept (PoCs) to full production operations across dozens of teams and international locations. We guide the complete change process including works council alignment, CISO sign-offs, and structured enablement.
Key Deliverables & Outcomes
Sovereign Technology & Governance Architecture
We design vendor-neutral reference architectures that integrate seamlessly with your identity, ERP, CRM, and data platforms while satisfying the most stringent requirements of CISOs, Data Protection Officers, and external auditors.
SAP S/4HANA · Microsoft Dynamics 365 · Salesforce · ServiceNow · Abacus Enterprise
Bidirectional API and agentic integration strictly preserving existing access permissions (RBAC / Entra ID).
Snowflake · Databricks · Microsoft Fabric · SharePoint / Purview · Vector Databases
Curated knowledge pipelines, automated metadata classification, multi-tenant isolation, and source citation tracking.
Azure OpenAI (Switzerland North) · AWS Bedrock (Zurich) · Google Vertex AI · Local / On-Premise Open-Weight LLMs
Multi-model routing, zero data retention, PII redaction, token budget governance, and centralized audit logging.
ISO/IEC 42001 · Swiss FADP (nDSG) · EU AI Act · FINMA 08/2024 · NCSC / BACS Guidelines
Continuous red-teaming, prompt-injection defense, bias/drift monitoring, and audit-ready compliance documentation.
Explore dedicated architecture and workflow blueprints for each corporate division:
Delivery Methodology for Sustainable Value
Clear stage-gates, quantified business cases, and early alignment with IT Security, Legal, and business units prevent costly dead ends and accelerate production rollout.
We assess your existing IT and data landscape, review regulatory obligations (Swiss FADP, EU AI Act, sector rules), and conduct structured interviews with C-level executives, division heads, CISO, and DPO.
Key Deliverable
AI Readiness Report, Risk & Governance Matrix, Target Architecture Blueprint
Together with your leadership team, we evaluate use cases across all divisions (HR, Finance, Legal, Procurement, Sales, IT, Operations) by Net Present Value, technical feasibility, and time-to-value.
Key Deliverable
Quantified 12–24 Month Roadmap, Stage-Gate Governance, Make-or-Buy Decision Deck
Deployment of your protected enterprise AI platform (e.g., Azure Switzerland North or On-Premise RAG) and delivery of the first 2–3 high-ROI lighthouse workflows with full ERP/CRM integration and security sign-off.
Key Deliverable
Production Enterprise AI Architecture, Validated Workflows, Security & DPIA Documentation
Scaling across additional business units and subsidiaries, enabling your internal AI Center of Excellence, and delivering role-based training through our Corporate AI Academy.
Key Deliverable
Self-Sustaining Internal AI CoE, Active AI Champions Network, Measurable KPI & ROI Tracking
Engagement & Mandate Models
Whether you need a compact Governance & Architecture Assessment prior to a major rollout or multi-year co-piloting for your internal AI Center of Excellence, we structure our mandates transparently around your objectives.
Timeframe: 6–8 Weeks (Fixed-Fee Mandate)
The executive foundation for organizations in the enterprise segment requiring full regulatory and architectural clarity prior to major AI investments or enterprise license rollouts.
Timeframe: 3–9 Months (Phased Engagement)
Comprehensive guidance from strategy and sovereign Swiss cloud/on-premise platform engineering to production scaling across business units.
Timeframe: 12+ Months (Monthly Retainer)
Your independent Swiss senior partner on the AI Steering Committee: we continuously advise your internal leadership on architecture, vendor selection, governance, and scaling.
Combining Architecture & Enablement
Discover our multi-tier enterprise enablement programs for C-level executives, AI Champions, and business units in the enterprise segment.
We are happy to assist you in consulting on your business processes and within your selected industries:
Our enterprise advisory mandates are grounded in official Swiss supervisory guidance, international ISO standards, and empirical workforce research.
Supervised Swiss financial institutions and large-scale organizations must demonstrate clear accountability, model inventories, data quality controls, and explainability standards for business-critical AI applications.
The FDPIC requires transparent disclosure obligations, data processing agreements, and Data Protection Impact Assessments (DPIA) whenever high-risk personal data processing is performed via AI systems.
Without a governed enterprise AI platform and clear policies, sensitive corporate IP and client data flow uncontrolled into external consumer AI models.
ISO/IEC 42001 establishes the globally recognized framework for structured governance, risk assessment, and continuous auditing of AI systems in mid-sized and large enterprises.
Frequently Asked Questions from C-Level, IT & Legal
Schedule a confidential executive briefing at the board or division level. We assess your baseline independently and with 100% vendor neutrality.
Request Confidential Executive Briefing
