Dennis Raisich
Full-stack AI leadership: strategy, governance & delivery
Delegate the thinking, never the understanding.
Neuhausen am Rheinfall, Schaffhausen (Switzerland)born 1988+41 79 609 39 98d.raisich@gmail.comLinkedIn

Full-stack AI lead with a business-first mindset: I identify where AI creates measurable value, then design, build, and ship the complete system, meaning data model, pipelines, agents and application. I also coach the teams that use it.
Institutional AISME to enterprisesystems for the company, not for individuals
Strategythrough to productionuse-case definition, build, go-live
Adoptionthrough change managementrollout, training, daily practice
Data firstfoundation before modelreadiness, governance, data residency
Experience
VP Growth, Amnis Treasury Service AG
07/2025 to present · Zurich
- Built and shipped AI systems end-to-end: KYB automation (around 80% less manual work for the compliance team), voice call agents, custom MCP servers and multi-agent workflows with tool use, including data model, RAG and backend pipelines
- AI strategy & governance for the leadership team: prioritised the use-case portfolio, decided build-vs-buy, set the guardrails, GDPR-compliant EU data flows and LLM evaluation before anything ships
- Rolled out Anthropic tooling to 60 employees company-wide, with governance, training and coaching, until working with AI became daily practice
- Automated core business processes end-to-end; ran AI workshops for the investors and their portfolio companies; amnis was regarded there as the most AI-mature company
Owner, MySCALES / Scales GmbH
02/2023 to present · Zurich
- Own product majiq, an AI due-diligence platform for M&A: from data room to shareable DD report in hours instead of months
- Voice AI implemented: customer support, reception, sales and customer onboarding
- AI strategy and use-case definition, compliance assessments (GDPR, Swiss FADP, EU AI Act) and implementation through to the running application
- Custom AI applications, data and AI readiness, plus AI engineering implementation inside development teams
- AI workshops and team enablement; AI due diligence for investors: audits of portfolio companies and targets
Board Member, Daita AG
2023 bis 06/2026 · Wollerau SZ
- Board mandate at a consultancy for large corporates: data governance, data platforms and data products; banking and life sciences
Business Area Lead / Extended Management, Consulteer
02/2021 to 03/2023 · Zurich
- P&L responsibility for two business areas and led 40+ people: consultants, tech experts, sales, recruiting; banking, pharma, manufacturing
Key Account Manager, GULP Schweiz AG (Randstad)
07/2018 to 01/2021 · Zurich
- B2B IT services for insurers, banks, pharma; C-level stakeholders, contract negotiations