Method-Driven
Advisory
Every framework we apply is grounded in our own published, peer-reviewed research. Valuation, governance, enterprise AI, risk.
Start a ConversationPublished research. Open methodology.
Our advisory builds on frameworks we develop in-house and publish as peer-reviewed research. The methodology is documented, the assumptions are transparent, and the papers are available for download.
From our milestone-based valuation model to our enterprise AI architecture methodology — when we advise, we can show you exactly where the method comes from and why it holds.
Six fields. Each with a published foundation.
AI Valuation
Milestone-based real-options frameworks for AI-shaped business models.
Enterprise Risk
How AI changes governance, control design and realized risk outcomes.
Disclosure & Governance
How AI affects reporting consistency, governance credibility and trust.
Enterprise Architecture
Scalable AI deployment from a unified core framework across verticals.
Federated AI
Verifiable storage, governed data logic and ESG-integrated infrastructure.
Regulated Systems
Compliance-aware AI for regulated financial and energy markets.
Three papers form the commercial backbone of the advisory: how AI changes firm value, how it changes enterprise risk, and how it changes governance and disclosure.
Firm Valuation When AI Shapes the Business Model
Prof. Dr. Walter Kurz, Wojtek Stricker · Swissi Institute for AI · Pre-Print 2026
A milestone-based real-options framework for companies whose business model is materially shaped by AI. Covers integration depth taxonomy (IDL 0–3), five-component milestone state decomposition, and an AHP-based Success Readiness Index for per-option probability estimation.
AI in Enterprise Risk Management
How AI-enabled risk detection changes governance, control design and realized risk outcomes.
Disclosure and Governance Consequences of AI
How AI affects reporting consistency, governance credibility and external trust.
A selected set of adjacent papers supports the broader BlackAI perspective on enterprise architecture, federated AI environments, regulated systems and AI under real operating constraints.
Generic Agnostic AI and Distributed Ledger Enterprise System for Scalable Domain Adaptation
Architecture and methodology for vertical-specific AI deployment from a unified core framework.
Federated AI Infrastructure with Verifiable Storage and ESG Integration
Federated AI infrastructure with verifiable storage and governed data logic.
Tiered Compliant AI System for Regulated Financial Institutions
Compliance-aware multi-agent framework for regulated financial operations in DACH.
Functional Architecture of European Electricity Trading Markets
Requirements for AI-supported trading systems under regulatory constraints.
Research that arrives in the advisory.
Every framework we apply has a published foundation. If you want to see how that works in practice, talk to us.
BlackAI Portfolio
AI companies we build and operate ourselves. Open for co-investment alongside our team.
Swissi Institut for AI
EducationSwiss research and education quality, fully online.
Swissi FinAI
FinTechAI-powered finance solutions for regulated industries.
P3 Energy
EnergyAI-driven energy trading and grid optimisation.
Swissi LegalAI
LegalAI for legal workflows and compliance automation.
P3 Data
DataVerified, governed data foundation for AI systems.
Swissi Agnostyca AI
PlatformFoundation AI platform for the Swissi ecosystem.
Swissi Stablecoin AG
CryptoProgrammable settlement for compliant digital assets.
Swissi DLT AG
BlockchainTrust anchor and distributed ledger for compliance.
Swissi UniAI AG
EdTechAI administration suite for education providers.
Swissi InsAI AG
InsurTechAI across the insurance value chain.
Swissi PharmaAI AG
PharmaGxP-compliant AI for life sciences.
Swissi Data AG
DataSource of truth for AI and compliance data.
Swissi GIT AG
DevOpsCompliance rail for AI software distribution.
Swissi AI Jobs AG
HRAI-powered talent matching for AI companies.
P3 Electricity
EnergyAI grid optimisation at infrastructure scale.
Swissi Data Centre AG
InfrastructureSovereign AI infrastructure for Europe.
Swissi Institut for AI
EducationSwiss research and education quality, fully online.
Swissi FinAI
FinTechAI-powered finance solutions for regulated industries.
P3 Energy
EnergyAI-driven energy trading and grid optimisation.
Swissi LegalAI
LegalAI for legal workflows and compliance automation.
P3 Data
DataVerified, governed data foundation for AI systems.
Swissi Agnostyca AI
PlatformFoundation AI platform for the Swissi ecosystem.
Swissi Stablecoin AG
CryptoProgrammable settlement for compliant digital assets.
Swissi DLT AG
BlockchainTrust anchor and distributed ledger for compliance.
Swissi UniAI AG
EdTechAI administration suite for education providers.
Swissi InsAI AG
InsurTechAI across the insurance value chain.
Swissi PharmaAI AG
PharmaGxP-compliant AI for life sciences.
Swissi Data AG
DataSource of truth for AI and compliance data.
Swissi GIT AG
DevOpsCompliance rail for AI software distribution.
Swissi AI Jobs AG
HRAI-powered talent matching for AI companies.
P3 Electricity
EnergyAI grid optimisation at infrastructure scale.
Swissi Data Centre AG
InfrastructureSovereign AI infrastructure for Europe.
The BlackAI Ecosystem
BlackAI Holding AG operates focused service websites and works with specialized partner capabilities across AI research, data infrastructure, software engineering, and capital.
BlackAI
Zug, Switzerlandblackai.capitalPrivate AI venture club. 16 early-stage AI ventures we back across research, fintech, energy, healthcare, and data infrastructure.
Swissi Institute for AI
Zug, Switzerlandswissi-ai.instituteApplied AI research and development. AI architecture, model evaluation, and enterprise-grade AI systems.
Power 3 Data
Zug, Switzerlandpower3data.comData infrastructure, analytics, and AI-driven energy market intelligence.
01 Engineering
Zug, SwitzerlandSoftware engineering and AI system development. Full-stack architecture for AI-native applications.
BlackAI Compliance
Zug, Switzerlandcompliance.blackai.capitalAI-powered compliance review for financial services providers. Regulatory audits for FINMA, BaFin, and FMA requirements.
BlackAI Websites
Zug, Switzerlandwebsites.blackai.capitalAI-readiness services for companies. AI-optimized websites, AI chat integration, enterprise AI systems, and finetuned models.