Most organizations never see it.
Customer conversations reveal why customers contact you, where friction exists, and what is driving operational performance. QiQ transforms conversations across voice, email, chat, and messaging into structured intelligence.
Every interaction contains multiple layers of intelligence. QiQ automatically identifies what customers need, how they feel, how agents respond, and where operational friction occurs.
Why did the customer make contact?
How did the customer feel through the interaction?
What actions did agents take?
Where did operational friction occur?
QiQ organizes conversations into categories, themes, and operational signals so teams can quickly understand what customers are experiencing and which issues require attention.
Marled Calf Sock sizing crisis — return contacts at 3.2× baseline for 3rd consecutive week
Subscription cancel calls with no retention path — 68% of callers have a fixable issue, zero save script exists
Repeat exchange contacts — customers calling back on same return not resolved first time
Gift order disputes — 100% escalation rate, no resolution authority defined for agents
QiQ continuously identifies emerging patterns across customer interactions, including new contact drivers, rising frustration, escalation risks, and recurring operational issues.
Instead of waiting for monthly reports, teams gain visibility as issues emerge.
Order not received / fulfilment delay
CS unresolved — callback on same issue
Quality / durability complaint
Sizing / fit — return or exchange
Subscription cancel / pause request
Understanding interactions is the first step in QiQ's intelligence cycle. Once conversations are structured and understood, QiQ can identify trends, uncover root causes, and recommend the actions that will have the greatest impact.
Fulfilment pipeline investigation — authorise urgent review, halt new orders until root cause confirmed
OperationsCS escalation path — no human escalation exists. Customers hitting AI loop with no exit.
PolicyQuality material review — 34% WoW increase, customers naming polyester shift
ProductDiscover how QiQ correlates interaction patterns, uncovers hidden relationships, and identifies emerging operational risks before they impact customers.
Next — Correlating Trends & Detecting Anomalies