Dashboards • Exception Queue
Audit Log • Workflow Monitor

One-click approvals • Alerts
Daily/weekly digests

Single agent per domain
Scales to multi-agent
Tools + Skills orchestration

Scheduled • Event-driven
API • Human-initiated

Tiered autonomy:
Auto • One-click • Full review

Packaged graph traversals
Templates per function
Compounds with every deploy

Entities, policies, domain rules
People, org, approval authorities
The “what” of the business

Processes, sequences, handoffs
Official + real workflows
The “how” of the business

Reasoning traces + outcomes
Cross-client pattern learning
The “why” of the business

FDE-built per client
PII / non-PII scoped
Role-based access control

PII / Sensitive / Public
Mapped during diagnostic
Enforced at connector level

Bedrock / Azure OpenAI
Model-agnostic routing
Data residency controls

Every action logged + traced
Immutable per-client log
Exportable for external audit

Dry-run mode before production
Accuracy tracking vs baselines
Agents earn autonomy over time

Sandbox + Production
Simple promotion process
FDE validates, ops approves