AI You Can Trust in Production

Guardian agents, simulation mode, publish/draft system, escalation handling, and full audit trails. Every layer designed to keep your AI agents safe and accountable.

Guardian Agents

Supervisory AI reviews outputs before execution. Blocks risky actions and creates escalation records.

  • Supervisory AI agent reviews all outputs before execution
  • Configurable risk thresholds per action type
  • Automatic blocking of high-risk or non-compliant responses
  • Creates detailed escalation records for human review
AI

Agent generates response

Draft reply to customer ticket #1847

Guardian reviews output

Checking compliance, tone, accuracy...

APPROVED

Action executed

Reply sent to customer via Freshdesk

Simulation Mode

Test agents and workflows end-to-end without executing real actions. Toggle per agent or per task.

  • Full end-to-end testing without executing real actions
  • Toggle simulation per agent or per individual task
  • Simulated actions logged with full parameters and timing
  • Safe environment for iterating on agent behavior
Simulation Mode
ON
send_emailSimulated
update_ticketSimulated
classify_intentExecuted
create_noteSimulated

Publish/Draft System

All configuration changes are draft until explicitly published. Instant rollback to any previous revision.

  • All configuration changes remain draft until explicitly published
  • Instant rollback to any previous revision
  • Version history with full diff comparison
  • No accidental production changes from ongoing edits
v3Published
2 hours ago
v4Draft
Just now
v2Previous
3 days ago
v1Previous
1 week ago

Escalation System

Automatic escalation on failures, guardian rejections, or workflow routing errors. Risk-level classification.

  • Automatic escalation on task failures or guardian rejections
  • Risk-level classification (low, medium, high, critical)
  • Configurable handling: exit workflow, suspend, or continue
  • Notification routing to the right team members
CriticalGuardian rejection on financial action
HighWorkflow timeout after 48h wait
MediumTask routing confidence below threshold
LowNon-critical integration retry

Full Audit Trail

Every event, action, LLM call, and workflow step logged with parameters, results, and timing.

  • Every event, action, LLM call, and workflow step logged
  • Full parameter, result, and timing data for each entry
  • Searchable and filterable log interface
  • Configurable retention from 7 days to unlimited
14:23:01event.receivedticket #1847 from Freshdesk
14:23:02task.routedagent: support, task: triage
14:23:03llm.callgpt-4o, 847 tokens, 1.2s
14:23:04action.executedclassify_intent -> billing
14:23:05guardian.checkapproved, risk: low
14:23:06action.executedsend_reply via Freshdesk

Built for Production. Designed for Trust.

AI-Workforce was built from the ground up with safety as a core principle, not an afterthought. Every feature is designed to give you confidence that your AI agents will behave correctly, and full visibility when they do not.

No black boxes

Every decision logged and traceable

Your data, your control

We never train on customer data

Self-host option

Run on your own infrastructure

Ready to Put AI to Work?

Start with our free tier. Deploy your first agent in minutes.