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AZAI Solutions
ALL INSIGHTS
SUCCESS STORY5 min read

Routing inbound work without losing the paper trail

An intake agent now classifies and routes inbound work in under a minute - and leaves a complete, queryable record behind every decision.

92%Inbound routed without manual triage

Inbound requests arrived through five channels and were triaged by whoever had a free moment. Classification was inconsistent and the trail of who-did-what was effectively gone within a day.

The loop we shipped

An intake agent classifies each item, assigns a queue, and sets an SLA. Routine, low-risk routing is auto-approved against a policy the operator sets; anything ambiguous or high-value is held for review with a single approve / deny control.

Every decision - automatic or human - lands in the same audit log, with the classification reasoning attached.

Outcome

Ninety-two percent of inbound work is now routed without manual triage, and the remaining eight percent reaches an operator with the context already assembled. The full record is queryable, so disputes are settled in seconds.

KEEP READING
SUCCESS STORY

Cutting task query to scheduled action under three minutes

How a services team moved from a 40-minute manual scheduling loop to a sub-three-minute, audit-logged workflow without removing the human checkpoint.

40m to 2m48s
Median query-to-action time
6 min read
RESOURCE

Designing the human-in-the-loop checkpoint

A practical guide to where the approve / deny checkpoint belongs - and how to keep it fast enough that it does not become the new bottleneck.

7 min read
RESOURCE

What a 14-day AI discovery audit actually finds

Most audits surface fewer automation opportunities than expected - and the ones that matter are rarely the ones leadership names first.

5 min read
GET STARTED

Start with the 14-day audit. Leave with a costed plan.

No retainer to find out where AI helps. The discovery audit is a fixed two-week engagement that ends in a ranked, costed roadmap - and a clear list of what to leave alone.

Book a discovery auditSee how we work