Solution area
Support Operations automation
Ticket intake, routing, account context gathering, draft replies, escalation detection, SLA queues and knowledge-base feedback loops.
Where time disappears
Recognisable operational friction.
- Agents search across multiple systems
- Priority and routing drift by person
- Repeated tickets produce repeated typing
- SLA risk appears too late
What can be rebuilt
Bounded systems with visible owners.
- Ticket classification and routing
- Account-context briefings
- AI response drafts with policy checks
- Escalation and SLA monitoring
A representative shape
Deterministic structure around bounded interpretation.
The exact systems change. The control pattern remains legible.
Independent reference system
Support drafts from current policy
Check eligibility twice, before retrieval and before sending, so an AI draft can't quote superseded policy or answer a question the customer has since changed.
Reusable reasoning structures
Inspect the decisions beneath recurring technical problems.
System Patterns open the controls, authority boundaries, failure paths, and adaptation points that complete systems compose.
Start small enough to measure
Map one recurring support operations process.
We will quantify the baseline, classify the steps and decide whether automation is economically and operationally justified.