Reviewing Interactions (The Audit Tab)

The Audit tab is where you review individual evaluated interactions. This is the starting point for daily QA work -- finding calls to review, examining scorecards, reading transcripts, and submitting feedback.

  1. Log in to Ema at app.ema.co
  2. Navigate to your Agent QA AI Employee
  3. Click the Audit tab

Each row in the interaction list displays:

FieldDescription
Interaction DetailsCombined column showing the Interaction ID (resource_id, truncated to first 12 characters with # prefix) and the Agent ID displayed below it
DurationCall length in seconds
QA StatusThe current state of the evaluation
QA ScoreOverall score out of 100. If the score has not been computed yet, it displays as "--".
DateWhen the call took place

QA Status Values

StatusWhat It Means
QA completedEvaluation is finished and the score is available. Click in to see full details.
QA in progressThe system is still processing this interaction. Check back shortly.
QA failedSomething went wrong during processing. Check audio quality, file format, or contact your administrator.

3.2 Filters and Sorting

Available Filters

FilterDescription
Date rangeCustom date range (UTC). Presets: Today, Last 7 Days, Last Week, Last 14 Days, Last 30 Days, Last Month, or custom range.
AgentDropdown to select a specific agent or view all agents.
Interaction IDText search field to find a specific call by resource ID (UCID).
QA StatusFilter by evaluation status.
QA ScoreFilter by preset score bands: Auto-fail (0), Low (1-50), Medium (51-75), High (76-100).

Sorting Options

Sort ByDirections
Call Date (default)Ascending or Descending
Call LengthAscending or Descending

Pagination

Results display 25 interactions per page. Navigation uses token-based pagination.

3.3 View Interaction Details

Click View Details on any interaction to open the detailed view with the following tabs:

Scorecard Tab

The core evaluation view. A summary bar at the top shows the total parameter count with Pass and Fail totals.

FieldDescription
ResultColor-coded badge -- Pass (green), Fail (red), or N/A (gray)
Parameter name and categoryWhat was being evaluated and which group it belongs to
Pass/Fail instructionThe evaluation criteria used for this parameter
RationaleDetailed, plain-language explanation of why the parameter passed or failed. This is the most important field for understanding a score.
VerbatimsClick the "Source" accordion to expand and see the exact transcript excerpts used as evidence

Transcript Tab

Full conversation text with speaker labels (Agent/Customer) and timestamps.

The Transcript tab does not currently have an in-panel search feature.

Strengths Tab

Positive agent behaviors identified during the interaction.

FieldDescription
DriverThe positive behavior identified (e.g., "Clear policy explanation"), displayed as bold title
CategoryThe broader behavioral category (e.g., "Communication Skills"), displayed as a badge
JustificationWhy this was identified as a strength, labeled "Key insight" in the UI

Opportunities Tab

Areas for improvement with coaching recommendations.

FieldDescription
DriverThe issue identified (e.g., "Did not confirm customer understanding"), displayed as bold title
CategoryThe broader behavioral category (e.g., "Active Listening"), displayed as a badge
JustificationWhy this was identified as an opportunity and what could have been done differently

CSAT Analysis Tab

CSAT Analysis data is computed in the backend and will appear in the evaluation details view in a future release.

Planned fields when implemented:

FieldValuesDescription
SentimentPOSITIVE, NEGATIVE, NEUTRALOverall customer sentiment
Resolution StatusRESOLVED, NOT_RESOLVEDWhether the customer's issue was resolved
Contact ReasonL1, L2, L3 hierarchyWhy the customer called
Non-Resolution ReasonL1, L2 hierarchyWhy the issue was not resolved (only populated when not resolved)

Additional Data

Agent Talk Time, User Talk Time, and Dead Air are computed in the backend and stored in the database, but are not currently displayed in the evaluation details drawer in the UI.

FieldDescription
Agent Talk TimeHow much of the call the agent was speaking
User Talk TimeHow much the customer was speaking
Dead AirPeriods of silence during the call

Exporting Reports

Export functionality (Coaching Insights DOCX, Golden Data Excel, Transcription .txt) is not yet available in the production Audit tab interface. These features are planned for a future release.

Last updated: Jul 3, 2026