Measure every agent outcome.

Containment, lift, revenue, and safety. One system for every AI agent.

Conversation Overview

Workforce Efficiency Analytics

Conversation Volume
18.4k

Conversations in the selected time range.

+1.6k (+9.5%)
AI Resolution Rate
82%

Share of conversations resolved with AI intervention.

+6 p.p. (+7.9%)
CSAT Score
89%

Share of 4 and 5 ratings in the selected window.

+2.4 p.p. (+2.8%)
Mean Time to Resolution
3.2m

Average time to resolution across staffed workflows.

-0.7m (-18%)
Conversations Over Time

Weekly queue volume and contained conversations

Contained
Total
AI Resolution Rate Over Time

Weekly rate of conversations resolved with AI intervention

Conversations by Channel

Share of conversation volume by operating channel

Email7.4k
Chat6.2k
SMS2.9k
Voice1.9k

Score

Quality on every conversation

Resolution, sentiment, policy fit, and customer effort are scored without waiting for surveys.

Trace

Every answer has a reason

Knowledge lookups, tool calls, handoffs, latency, and guardrail checks stay attached to the run.

Cluster

Misses become patterns

Low-scoring threads group by queue, topic, policy, channel, segment, and agent version.

Ship

Fixes move into releases

Analytics turns gaps into tests, workflow edits, knowledge updates, and rollout recommendations.

Test the next agent release before customers feel it.

Compare control and treatment with lift, confidence, regressions, and VIP safety on one release readout.
Agent release test

Order-status experiment B

Read the control, variant, and confidence interval before the release moves to customer traffic.

Significant
alpha 0.05
Stat significance
+3.5 p.p.
p 0.032; 95% CI clears zero.
Control
Current order-status reply
49%
74.6%
9,026 exposures
p
Treatment B
Shorter reassurance copy
51%
78.1%
9,394 exposures
+3.5 p.p.
p 0.032
AI resolution rate
Control vs variant
74.6% control / 78.1% variant
Confidence interval
Significance range
95% interval stays positive against the control.
Escalation rate6.4% to 4.9%Significant
VIP escalation rate0.91% to 0.88%Held

Build dashboards around the work your operators own.

Compose queue health, revenue, QA, and experiment modules into the operating views each team reviews.

Escalation watch

Watch regressions, false positives, and VIP safety without leaving the dashboard builder.

Drag cards to reorder

Escalations per 1k
27

Guardrail rate

Line chart for Escalations per 1k
VIP escalations
0.88%

VIP safety rate

Area chart for VIP escalations
False positive rate
1.9%

Incorrect escalations

Bars chart for False positive rate
Refund watch
14

High-risk refund cases

Donut chart for Refund watch

One executive readout for automation, quality, and cost.

The page should land the practical promise: leaders see business outcome, operators see where to intervene, and builders see what to ship.

Readout

Business outcome

Containment, save value, conversion lift, and cost

Readout

Conversation quality

CX score, policy fit, grounding, and sentiment

Readout

Human review

Escalation pressure, QA load, and coaching queues

Readout

Release guardrail

Regressions, confidence, VIP safety, and rollback

Works across the Applied agent family.

Use the same context and controls across support, save, conversion, and help desk workflows.

Measure the agent workflows Applied would run for you.

Review outcome metrics, QA, root cause, and experiment readouts on your own queues.

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