AttomikATTOMIK
ENTERPRISE AI / USE CASES / CUSTOMER OPERATIONS

Customer requests get read, decided and resolved without a human touching most of them.

This class of system sits on top of support, billing and account-change requests: reading what a customer needs and acting on it inside the tools that already run the business.

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10²–10⁵ / MOTYPICAL VOLUME
3–6SYSTEMS TOUCHED
5–15%TYPICAL ESCALATION SHARE
A customer operations floor running live requests across multiple queuesREALITYINPUTSSYSTEM / ACTIVEOUTPUT / RESOLVEDEMAILCHATPHONESYSTEM / ACTIVEOUTPUT / RESOLVED

A request arrives in whatever channel the customer used. The system reads it, decides, and acts. Only the ones that need a person reach one.

A customer operations floor running live requests across multiple queuesREALITYINPUTSSYSTEM / ACTIVEOUTPUT / RESOLVEDEMAILCHATPHONESYSTEM / ACTIVEOUTPUT / RESOLVED

A request arrives in whatever channel the customer used. The system reads it, decides, and acts. Only the ones that need a person reach one.

How the work moves

The same five-stage loop every Attomik deployment runs, applied to a customer request.

01 INTAKEThe request arrivesEMAIL · CHAT · PHONE · FORM
02 CONTEXTHistory and account are pulledCRM · BILLING · ORDER SYSTEM
03 DECISIONThe system decides the actionPOLICY · CONFIDENCE SCORE
04 ACTIONThe action is takenWRITTEN TO YOUR SYSTEMS
05 REVIEWConfidence is scoredAUTO-RESOLVE OR ESCALATE

Before and after

BEFORE

Average first response[ VALUE ]
Requests requiring a person[ VALUE ]
Hours covered[ VALUE ]

THE ATTOMIK LAYER

INTAKE + CONTEXT + POLICY + ACTION

AFTER

Average first response[ VALUE ]
Requests requiring a person[ VALUE ]
Hours covered[ VALUE ]
[ VALUE ][ VALUE ]

REQUESTS RESOLVED WITHOUT A PERSON

Below a 92% confidence score, it routes to a person instead of acting.

EVALUATION
CONFIDENCE THRESHOLD92%
ABOVE THRESHOLDCOMMITTED
BELOW THRESHOLDROUTED

Every action is scored against the threshold before it ships. What clears it runs. What doesn't reaches a person, with the context already attached.

Escalation share varies by operation; 5–15% is typical across deployments of this class.

Below a 92% confidence score, it routes to a person instead of acting.

EVALUATION
CONFIDENCE THRESHOLD92%
ABOVE THRESHOLDCOMMITTED
BELOW THRESHOLDROUTED

Every action is scored against the threshold before it ships. What clears it runs. What doesn't reaches a person, with the context already attached.

Escalation share varies by operation; 5–15% is typical across deployments of this class.

What it connects to

The tools this class typically reads from and writes to. Which ones, specifically, depends on your stack.

READS FROM
CRM
BILLING / ERP
ORDER MANAGEMENT
KNOWLEDGE BASE
TICKETING
WRITES TO
TICKETING
CRM
BILLING / ERP
NOTIFICATION / EMAIL
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How much of your queue could resolve itself?

Bring us the operation. We'll tell you what's realistic to automate, and what stays with a person.

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