
ENTERPRISE
FIVE PILLARS
HOW WE WORK
Average time from scope to production: under 30 days.
EVALUATION
BEFORE DEPLOYMENT
Measured against your real data
✓
Test datasets built from your real historical cases
✓
Accuracy measured per field, per document type, per scenario
✓
Edge cases and failure modes explicitly surfaced
✓
Tone and response quality scored for customer-facing agents
✓
AI-generated analysis on every failure with suggested fixes
✓
Evaluation report delivered to you - not kept internal
AFTER DEPLOYMENT
Monitored continuously in production
✓
Every agent action logged with full audit trail
✓
Confidence scores on every output
✓
Anything below your threshold routed to human review automatically
✓
Drift monitoring with alerting when accuracy degrades
✓
Version control - every change tracked, every version rollback-able
THE EVALUATION LOOP
Test → Deploy → Monitor → Detect drift → Re-evaluate → Improve → Redeploy.
Continuous, not one-off.

SECURITY
DATA PROTECTION
Encrypted. Isolated. Never used for training.
• Encryption in transit (TLS 1.3) and at rest (AES-256)
• No customer data used to train external models - ever
• Data isolation between workspaces and clients
• EU data residency available
ACCESS CONTROL
Least-privilege by default.
• Role-based access control (RBAC) with granular permissions
• SSO integration (SAML 2.0 / OIDC)
• Agent-level access control - each agent sees only the data it needs
• Workspace-level isolation across departments or tenants
GOVERNANCE & AUDITABILITY
Every decision, documented.
• Full audit trail on every agent action and decision
• Human-in-the-loop checkpoints configurable per workflow
• Version history on all agent configurations
• Examination-defensible documentation for regulated industries
INFRASTRUCTURE
Runs where you need it to run.
• Cloud deployment (multi-region)
• Hybrid deployment
• Full on-premise deployment - your servers, your network, your rules
• Secure MCP execution in sandboxed environments
Need our security questionnaire or SOC 2 report?
DEPOLYMENT
Yes, we work with your existing stack. Yes, we can deploy on-prem. Yes, you get to keep your people - they just stop doing this.
COMPLIANCE
WHAT WE PROVIDE
Documentation your compliance team can actually review
• Full audit trail documentation
• Human-in-the-loop workflow documentation
• Agent decision transparency and explainability logs
• Data flow architecture diagrams per deployment
• Security questionnaire responses
• SOC 2 report (available on request)
FRAMEWORKS WE BUILD FOR
Aligned with the regulations that matter
SR 11-7
DORA
EU AI Act
MAS
HKMA
GDPR
SOX
We don't certify against these frameworks. We build so that your team can certify with us in the stack.













