Interactive demo 12 sec guided incident run
00:00
Ready
CrisisCrew
Operations live Track 1 · Customer Experience
Autonomous Customer Incident Swarm

Turn fragmented complaints into coordinated recovery.

CrisisCrew treats customer conversations as a real-time operational signal. It detects emerging incidents, launches specialist agents, investigates systems through MCP, proactively updates customers, and hands off only when human judgment is required.

Freshworks Agent StudioMCP orchestrationMulti-agent swarmHuman-in-the-loopElevenLabs voice
Customer signal radar monitoring
1,248
support signals observed today
Active incidents
0
No major incidents
Customers at risk
12
baseline monitoring
Mean detect time
58 sec
↓ 84% vs manual triage
Duplicate work avoided
0
this incident

Live customer signals

Freshworksstreaming conversations
AS
“Where can I update my delivery address?”
Anika S. · 19:41:28 · Chat
normal
RM
“Need invoice copy for order #9821.”
Rohan M. · 19:41:44 · Email
normal
KV
“How do I change my saved card?”
Kavya V. · 19:41:53 · Chat
normal

Pattern Agent

semantic + temporal correlation
Emerging-cluster confidence
payments / checkout
08%
No statistically meaningful customer pattern yet.
0
linked cases
signal window
Low
severity
Emerging incident detected INC-2026-081
Multiple differently-worded complaints converge on checkout/payment failure. CrisisCrew recommends launching the incident swarm.

Agent swarm

5 specialist agentspermission-scoped orchestration
Pattern
Read-only
Investigator
Read-only
Commander
Orchestrate
Recovery
Limited write
Handoff
Escalation
19:41:50
System normal
CrisisCrew is monitoring customer conversations for emerging operational patterns.

Probable root cause

MCP investigation
No incident under investigation
awaiting evidence
When an incident is detected, the Investigator Agent queries payment health, deployment history, service telemetry and customer context through MCP tools.
Root-cause confidence0%

Autonomous incident workflow

from signal → diagnosis → customer recovery
01 · DETECT

Correlate customer signals

Cluster semantically different conversations using timing, product area, entities and error patterns.

02 · INVESTIGATE

Launch specialist agents

Query payment status, deployment history and service health through controlled MCP tools.

03 · RECOVER

Protect affected customers

Link tickets, suppress duplicate work, notify customers proactively and create recovery actions.

04 · HANDOFF

Escalate high-risk actions

Human operators receive root cause, impact, actions taken and the recommended next decision.

Customer recovery plan

waiting for incident
Link related Freshworks conversations
Stop agents investigating the same failure independently.
AUTO
Identify silently affected customers
Find customers with failed payment events who have not contacted support.
AUTO
Send proactive incident update
Personalized message explains status and prevents repeated payment attempts.
AUTO
!
Issue service-recovery credit
₹500 × 23 customers → financial exposure requires approval.
HUMAN

ElevenLabs customer recovery voice

live simulation
CrisisCrew Voice
proactive customer update
AgentWhen customers are impacted, CrisisCrew can proactively communicate status while the incident swarm continues investigating.
context-aware · interruptible · policy-groundedstandby
Human approval boundary
Financial action exceeds autonomous authority
₹11,500
proposed customer recovery exposure · ₹500 × 23 customers
✓ Root cause attached
✓ 23 affected customers
✓ Actions already taken
✓ Recommended resolution

Impact snapshot

demo scenario
5
initial complaints
23
customers protected
1
coordinated incident
1
human decision
CrisisCrew thesis: customer conversations should not just enter a queue—they should form an operational early-warning network.

Action conclusions

live outcomewhat every agent action actually concluded
Waiting

1 · Detection conclusion

Waiting for customer signals to form a reliable pattern.

Waiting

2 · Investigation conclusion

No root-cause conclusion yet.

Waiting

3 · Recovery conclusion

Customer-protection actions have not started.

Waiting

4 · Human-boundary conclusion

No high-risk decision has reached the approval boundary.

Final outcome will appear here.

CrisisCrew will summarize the completed incident response after the demo finishes.

5 complaints → ?

Freshworks-native architecture

sponsor technology is central, not decorative
CrisisCrew SwarmPattern · Investigator · Commander · Recovery · Handoff agents
MCP Tool LayerPayment health · deployments · service status · customer actions