AI You Can Trust. AI You Can Audit.
Almma’s approach to AI safety: bounded agents, explicit limitations, human oversight at every step, and complete auditability. No black boxes.
Our Philosophy: Dignity by Design
AI should serve people — not replace human judgment where it matters most.
“At all times, the output of all work must respect the dignity of direct and indirect users. Such dignity is centered around universal and absolute respect for the individual.”
— Almma Dignity PrincipleWe believe AI can take responsibility for real operational work — but only within carefully defined boundaries. That’s why every Almma agent is built with explicit limitations, not just capabilities.
This isn’t a constraint on what AI can do. It’s the foundation of trust that makes delegation possible.
Core Safety Principles
Explicit Non-Responsibilities
Every agent has defined boundaries — what it will NOT do is as important as what it will. Boundaries are discovered through design, not failure.
Human Override by Design
Humans can intervene at any point. Escalation paths are built in from the start — not added as an afterthought.
Complete Auditability
Every action, decision, and escalation is logged. Full visibility for compliance, review, and continuous improvement.
Task-Specific Scope
Each agent handles one defined responsibility. No scope creep, no general-purpose ambiguity, no unauthorized expansion.
Anti-Hallucination Principle
AI that makes things up is worse than no AI at all. We take this seriously.
Our Commitment
Almma agents are bound by a strict anti-hallucination principle:
- Never fabricate information. If the agent doesn’t know, it says so.
- Always cite sources. When referencing data or policies, the source is provided.
- Explain estimates. If an approximation is made, the reasoning is shown step-by-step.
- Escalate uncertainty. When confidence is low, the agent routes to a human.
Human Oversight Framework
Multiple layers of control ensure humans remain in charge at every level.
Real-Time Intervention
Authorized users can take over any agent interaction at any moment. The agent immediately yields control and provides full context to the human.
Escalation Triggers
Predefined conditions automatically route issues to human reviewers. Triggers are customized per organization and task type.
Approval Workflows
Certain actions require human sign-off before execution. Nothing consequential happens without explicit authorization.
Continuous Review
Regular audits of agent performance, escalation patterns, and edge cases. Humans refine boundaries based on real-world data.
Complete Auditability
Every action is logged. Every decision is traceable. No black boxes.
Action Logs
Every task performed, response generated, and decision made is recorded with timestamps.
Decision Traces
See the reasoning path — what data was considered, what rules applied, why the output was chosen.
Escalation Records
Full context preserved when issues route to humans — what happened, why it escalated, what was tried.
What Gets Logged
Data Security & Privacy
Enterprise-grade data handling with privacy built in from the start.
Data Protection
- Encryption in transit and at rest
- SOC 2 Type II compliant infrastructure
- Regular security audits and penetration testing
- Incident response procedures
Access Control
- Role-based access control (RBAC)
- Minimum-privilege data access
- SSO and MFA support
- Session management and timeout controls
Privacy by Design
- PII identification and handling policies
- Data minimization — only access what’s needed
- Configurable retention policies
- GDPR and CCPA compliance support
Data Residency
- Region-specific data storage options
- Customer-controlled data location
- Clear data processing agreements
- Export and deletion capabilities
Compliance Readiness
Built to support your regulatory and industry requirements.
SOC 2
GDPR
HIPAA
FERPA
CCPA
Need documentation for your compliance or procurement process? Contact us for security questionnaires, DPAs, and detailed technical documentation.
Enterprise Support
Dedicated Account Team
Named contacts who understand your deployment and requirements.
SLA Guarantees
Response time commitments with clear escalation paths.
Ongoing Optimization
Regular reviews to refine boundaries, improve performance, and expand scope.
Questions About Safety & Governance?
We’re happy to walk through our approach in detail — including security documentation, compliance support, and deployment architecture.