Swiss AI governance · Research-backed

Know what AI is doing in your organization.

Full visibility and control over the LLMs, AI tools and agents your organization uses, with audit-ready evidence built in.

Supported & developed with

Innosuisse·HEG Genève·HES·SO·Swiss Confederation
Governance OverviewLast 7 days · Export

AI Requests

2,041

Total requests

Flagged Requests

137

Needs review

Est. AI Cost

CHF 412

This period

Compliance

95%

On track

Flagged by department

Unassigned
Legal
Human Res.
Marketing
Finance

What is not visible cannot be managed.
What cannot be managed becomes a risk.

AI adoption is moving faster than governance. Hebed sits quietly between your people and every model they use, and makes the invisible auditable.

Why teams choose Hebed AI

Governance built for regulated organizations.

For financial institutions, insurance companies and legal firms that need confidence, not guesswork, when their people and systems use AI.

Swiss responsible governance

Built in Switzerland, with the privacy, neutrality and rigor that regulated sectors require.

Research-backed methodology

Our risk taxonomy and compliance methodology are developed with HEG Geneva and supported by Innosuisse.

Visibility over Shadow AI

See which teams use which AI tools, what they send, and where sensitive data is exposed.

Audit-ready documentation

Evidence and reporting produced by default, aligned with the frameworks regulators expect.

Coverage across AI usage

Governance visibility across the LLMs, enterprise AI tools and AI agents used within the organization.

Cost monitoring

Track AI spend across providers and teams, so adoption stays visible and under control.

The platform

One governance layer between your team and every AI tool.

Hebed acts as the policy enforcement layer between user and model. Invisible to the user, transparent to compliance.

Hebedpolicy enforcementEmployees & agentsLLMs & AI toolsauto-enforcement
A real example
"I'd like to email my client and mention their IBAN CH20 3940 495, their address at Rue du Pont 5, 1205 Geneva, and that we will grant them a loan of CHF 200,000."
Flagged. IBAN, personal address and loan amount detected. Redacted before transmission, and logged for audit.
Integrations

Works with the AI your organization already uses.

Hebed is designed to provide governance visibility across the LLMs, enterprise AI tools, workflows and AI agents your teams rely on, without disrupting how they work.

Claude
ChatGPT
Gemini
Copilot
Mistral
HHarvey
Spellbook
LLegora
Claude
ChatGPT
Gemini
Copilot
Mistral
HHarvey
Spellbook
LLegora

Designed to connect through API and the Model Context Protocol (MCP), built to support governance across public and private models, enterprise AI tools, and workflows involving autonomous AI agents. Hebed provides visibility across the AI tools used within the organization.

Compliance & trust

Designed to support your compliance obligations.

Continuous monitoring, real-time policy enforcement and audit trails, aligned with the frameworks your regulators and clients expect.

GDPR / nLPD
ISO/IEC 42001
EU AI Act
NIST AI RMF
FINMA expectations
Audit trails
Shadow AI monitoring
Data exposure visibility

Hebed AI is designed to support and help teams prepare for these frameworks, and to support audit-readiness. References to regulations and standards describe alignment and intended support. They do not constitute a claim of certification or full regulatory compliance.

Our commitment

A Swiss approach to AI governance.

Switzerland has long stood for precision, neutrality, and dependability. We bring the same ethos to AI governance — delivering rigorous, independent assessments that give you full visibility without compromising your values or competitive edge.

Privacy by design

Your data never leaves your environment. We audit and monitor AI usage without exposing sensitive information — built on Swiss privacy standards from day one.

Research-backed

Our methodologies are grounded in peer-reviewed research and conducted in collaboration with leading academic institutions worldwide.

Neutral & independent

We are not tied to any AI vendor or cloud platform. Our assessments remain objective, providing you with unbiased clarity on your AI landscape.

Transparent by default

Every finding, methodology, and recommendation is fully documented and explained — no black boxes, no hidden algorithms, no surprises.

Engagement & learning

Advancing responsible AI in Switzerland.

Beyond the product, we invest in awareness. Our founders deliver seminars and workshops on Shadow AI and responsible AI governance, contributing to responsible AI adoption across Swiss organizations.

Watch the founders' seminar on responsible AI and Shadow AI governance
Watch the founders' seminar on responsible AI and Shadow AI governance
  • Seminars and educational sessions on Shadow AI and AI governance
  • Workshops and courses delivered by the founders
  • Applied research in collaboration with HEG Geneva
  • Supported by Innosuisse, the Swiss Innovation Agency
  • A commitment to responsible AI adoption across Switzerland
FAQ

Questions regulated teams ask.

Where does Hebed AI sit in our stack?
Hebed sits as a governance and policy enforcement layer between your people and the AI tools they use. It reviews what is sent to a model, redacts sensitive data before it leaves your perimeter, and records an auditable trail. It stays invisible to the user and transparent to compliance.
Which AI tools, models and agents does it work with?
Hebed is designed to provide visibility across the public and private LLMs, enterprise AI tools and AI agents your teams already use, including ChatGPT, Claude, Gemini, Mistral and Copilot. It is designed to connect through API and the Model Context Protocol (MCP), so governance extends to agent workflows, not only chat.
Does Hebed govern AI agents, not only chatbots?
Yes. Governance covers both everyday employee usage and autonomous AI agents. For agents, Hebed is built to follow a sequence of actions and tool calls, so risky behaviour and data exposure stay visible across the whole trajectory, not just a single prompt.
How does Hebed support our compliance obligations?
Hebed produces continuous monitoring, real-time policy enforcement and audit-ready documentation, aligned with frameworks such as FINMA expectations, the EU AI Act, ISO/IEC 42001, NIST AI RMF and GDPR/nLPD. It is designed to support and help teams prepare for these frameworks, and does not constitute a claim of certification.
How do we get started?
We begin with a tailored governance assessment of your environment, then design a deployment that fits your governance, compliance and integration requirements. Book a demo and we will adapt the assessment to your organization.
Get started

Request a tailored governance assessment.

Hebed AI is built for regulated organizations, each with different governance, compliance, integration and monitoring requirements. Book a demo to discuss your organization's AI governance needs, and we will tailor the assessment to your environment.