Deploy AI without exposing confidential client information or losing professional control.
Cytria helps fiduciary firms identify current AI exposure, define data and approval boundaries, and deploy one governed workflow on Swiss-hosted or client-controlled infrastructure.
No client files required for the first conversation.
What is already happening inside fiduciary firms
Staff members often use public AI tools like free ChatGPT or Copilot individually to summarize client emails or draft accounting remarks. Without clear internal rules, this occurs outside the purview of partners, resulting in shadow AI usage.
This practice exposes client folders and corporate tax records to external databases, risking data transit leaks and nLPD compliance failures.
Why uncontrolled AI use creates risk
- Professional Secrecy: Breach of client trust and statutory confidentiality duties.
- No Verification Audit Trails: Generative outputs stored on third-party servers with no validation history.
- Hallucinations: Unverified AI tax summaries could lead to inaccurate advisory suggestions.
Best first workflows for fiduciaries
We recommend starting with fixed, internal workflows that augment efficiency while retaining professional control.
1. Internal Knowledge Retrieval
Input: Internal checklists, Swiss tax code revisions, operational handbooks.
AI Action: Semantic search and contextual question answering.
Human Review: Fiduciary staff verifies citations in source documents.
Traceability: Citations point directly to local document filename and section.
Exclusion: No autonomous interpretation or communication of advice.
2. Client File Completeness Check
Input: Received client accounting records and mandate files.
AI Action: Identify missing required documents (e.g., invoices, bank statements).
Human Review: Account manager reviews missing list before emailing client.
Traceability: Discrepancy log generated with file hashes.
Exclusion: No direct client emails sent without manager approval.
3. Engagement & Mandate Preparation
Input: Client questionnaire inputs and template mandate forms.
AI Action: Generate draft contract mapping selected services.
Human Review: Partner reviews legal terms and edits custom clauses.
Traceability: Revision history tracks edits between AI draft and final.
Exclusion: No contract is finalized or signed autonomously.
4. Recurring Document Classification
Input: Unsorted inbox invoices, receipts, and tax notices.
AI Action: Predict document category and extract tax codes.
Human Review: Data entry operator checks and confirms extracted codes.
Traceability: Confidence score flagged for human audit if below 95%.
Exclusion: No posting to public accounting ledger without audit.
5. Regulatory Update Briefing
Input: New canton-level tax updates and federal audit directives.
AI Action: Summarize operational impact for the auditing team.
Human Review: Compliance lead reviews summary for team dissemination.
Traceability: Source PDF links attached to every summary point.
Exclusion: No automated compliance filing or regulatory reporting.
6. Structured Drafts from Verified Sources
Input: Client financial notes and partner-provided directives.
AI Action: Construct structured draft tax declaration explanations.
Human Review: Tax specialist reviews and amends the technical letter.
Traceability: Audit logs store input prompts and output drafts.
Exclusion: No autonomous transmission to client or authorities.
What remains under professional control
Under the Cytria methodology, AI is restricted to internal drafting and organization. All advisory, audit declarations, and final recommendations require manual validation by a qualified practitioner.
Exclusions: Cytria does not provide autonomous tax advice, legal advice, or automated client messaging.
The Cytria engagement path
- Diagnose: Paid AI Readiness & Governance Audit to map risks.
- Deploy: Proof Sprint to test one sovereign workflow in an isolated environment.
- Operate: Secure handover or managed operations.
What the AI Governance Dossier contains
Our audit delivers a complete governance blueprint detailing: current AI usage registers, data-category sensitivity grids, Swiss transit constraints, and a gap-analysis against nLPD guidelines.
Inspect the illustrative sample dossier →Founder Credibility
Led by Enrico Bartolotti, Cytria Sàrl works under strict Swiss confidentiality. We operate no public SaaS nodes, ensuring your client information stays within your designated infrastructure.
Cytria Sàrl · Geneva CHE-378.854.076
See our About Page for founder records.
Swiss Hosting Boundaries
All models are hosted in isolated Swiss Virtual Private Clouds (VPC). No data is sent to external vendors or subprocessors without explicit configuration.
Read our method →Architecture & Security
We leverage open-weights model nodes (such as Llama-3 or Mistral) running on dedicated resources with strict role-based access rules.
Review architecture →Ownership & Handover
You retain full intellectual property of any custom integrations. We support complete operational exit and migration to your physical hardware.
Read engagement terms →Request a confidential review of your AI exposure
We will discuss your firm’s current practices, trace data risks, and suggest initial safe steps. No client documents or files are required for this first conversation.