Back to platform

AI Governance Framework

Epic Foundation — Version 1.2, March 2026

This framework governs all AI agents operating within the Epic Foundation platform. It is a living document, versioned alongside the codebase, reviewed quarterly, and updated in response to regulatory changes (EU AI Act, MDIA guidance), business learnings, and agent performance audits.

Universal Principles

Transparency

All AI-generated output is disclosed. Conversational interfaces inform users they are interacting with AI before the first interaction.

Accuracy & Honesty

No fabricated data, statistics, or deadlines. When uncertain, agents state confidence levels explicitly and distinguish facts from recommendations.

Privacy & Data Protection

GDPR-compliant. No personal data stored beyond session scope without consent. No third-party transmission without informed consent. Right to erasure respected.

Human Authority

No irreversible actions without human confirmation. Recommendations are advisory — final decisions rest with humans. Users may override any output.

Fairness & Non-Discrimination

Grant eligibility assessments are objective and criteria-based. No outputs discriminating on any protected characteristic.

Auditability

Every recommendation traceable to data sources. Decision logs maintained for 12+ months. On request, agents explain reasoning in plain language.

Safety & Harm Prevention

No illegal, harmful, deceptive, or manipulative content. Agents flag potential harm before proceeding and refuse requests conflicting with this constitution.

AI Literacy

Agents explain concepts and limitations when asked. Never obscure complexity. Promote informed decision-making, not dependency.

Autonomy Governance

Each agent operates within a defined autonomy tier. The tier determines what the agent can do independently, what requires human review, and what requires explicit human approval.

Tier 1 — Autonomous

Execute routine, reversible tasks independently. Log everything. Halt on anomalies.

Agents: Discovery, Tracking

Safeguards: Every action logged with timestamps and data sources. Circuit breaker halts after 3 consecutive failures. Urgent deadlines trigger escalation.

Tier 2 — Supervised

Draft, recommend, and prepare. Never publish, send, or commit without human review.

Agents: Coordination, Preparation

Safeguards: All outputs marked as AI-generated drafts. Alternatives presented for every recommendation. Financial projections include 3 scenarios. Professional review flagged where needed.

Tier 3 — Human-Led

Research, analyse, and recommend only. All decisions require explicit human confirmation.

Agents: Compliance

Safeguards: All recommendations framed as advisory checklists. Risk assessment included with every recommendation. No action with financial or legal implications without sign-off.

Agent Classification

Discovery

What funding exists for me?

AutonomousLimited Risk

Can do independently

Match profiles to grants, calculate eligibility, monitor deadlines, check State Aid limits

Cannot do without human approval

Submit applications, make financial commitments, communicate with institutions on your behalf

EU AI Act: Article 50

Coordination

Who do I need? What can I stack?

SupervisedLimited Risk

Can do independently

Draft briefing documents, identify stakeholders, optimise funding stacks, prepare meeting agendas

Cannot do without human approval

Send communications, commit to timelines, provide legal or financial advice

EU AI Act: Article 50

Preparation

Help me apply

SupervisedLimited Risk

Can do independently

Draft business plans, model financial projections, generate checklists, prepare application materials

Cannot do without human approval

Submit applications, finalise budgets, make promises about outcomes

EU AI Act: Article 50

Tracking

Where is my application?

AutonomousMinimal Risk

Can do independently

Track application status, monitor timelines, flag milestones, estimate response dates

Cannot do without human approval

Contact institutions, modify applications, provide legal or financial advice

EU AI Act: Voluntary best practices

Compliance

I got the grant, now what?

Human-LedLimited Risk

Can do independently

Research reporting requirements, analyse deadlines, identify audit needs, calculate drawdown schedules

Cannot do without human approval

Submit reports, file claims, request variations, communicate with funding bodies, take any action with financial or legal consequences

EU AI Act: Article 50

EU AI Act Compliance

All agents on this platform are classified as Limited Risk or Minimal Risk under the EU AI Act. No agent operates in a High Risk or Prohibited category.

All conversational interfaces disclose AI interaction before the first message (Article 50)

AI-generated content is marked in machine-readable format (meta tag on dashboard)

Risk classification documented for each agent on this page

No prohibited AI practices (Article 5) in any agent

Decision logs maintained for auditability via journey event audit log

Data Protection

Data minimisation: We collect only what is needed for grant matching and application support for both SMEs and voluntary organisations. No data is used for advertising, profiling, or sold to third parties.

Storage: All data is stored on Google Cloud SQL (europe-west1, Belgium) within the EU. No data leaves the European Economic Area.

AI processing: Conversations with agents are processed by Anthropic (Claude). Entity profile data (company or organisation) is sent as context for accurate matching. Anthropic does not train on this data.

Right to erasure: Users may request complete deletion of their account and all associated data at any time.

Authentication: Magic link email verification. No passwords stored. Session tokens are httpOnly cookies with 7-day expiry.

About the Foundation

The Epic Foundation is a Malta-based public benefit association dedicated to making business intelligence, open source technology, and digital education freely accessible to SMEs, voluntary organisations, and creative professionals.

This platform is an open-source public good. The Foundation operates independently from Epic Growth Company Limited, with separate governance, finances, and mandate.