Conversation Replay

Change a rule. See what AI would have done differently.

Replay a completed interaction with a new instruction, knowledge source or policy to compare the original journey with the simulation.

NÉNovera Énergie⌄
Demo · Fictional dataCL
MYCH IQ / NOVERA

Conversation Replay

Same request. Updated rules. Simulated outcome.

Simulation · Nothing sent to customer
NB
Nora Benali · Invoice copy

“Hello, could you send me my April invoice again? I can’t find it.”

Chat · FR

Original interaction

Billing v4 · 12 Aug

02UnderstandingConfidence 0.94
Intent · Invoice copy

Contract NE-2024-118 · Last 3 invoices

03ActionTool unavailable
recuperer_facture

Not approved at that date

0 actions executed
04ResponseDrafted by AI
“I’ll pass your request to an adviser who will send you the invoice.”
OutcomeEscalated

Billing queue · Ticket open · Waiting for adviser

27 s · 0 actions

Simulated replay

Billing v6 · 20 Aug

02UnderstandingConfidence 0.96
Intent · Invoice copy

Contract NE-2024-118 · Last 3 invoices

03ActionApproved tool
recuperer_facture

FAC-2026-0418 · €184.60 · PDF attached

340 ms · Simulated executionRead-only · Logged
04ResponseDrafted by AI
“Here is your April invoice (FAC-2026-0418, €184.60). I’m sending it as an attachment.”
OutcomeAutonomous resolution

No handoff required · Ticket closed in simulation

11 s · 1 simulated action
3 configuration changes
01
Available tool

recuperer_facture approved for read-only access

02
Knowledge source

Billing v6 note linked to the intent

03
Approval required

None · Within the approved read limit

Demo · Fictional data

Original and simulation synchronised

Changed decisions highlighted

An explanation of what changed and why

How it works

A clear process, from start to finish.

Replay without affecting the customer

The replay is clearly labelled as a simulation and does not alter the original interaction.

Compare step by step

Request, understanding, action, response and outcome are aligned to pinpoint the difference.

Decide with more context

Your team can examine the likely effect of a new rule before applying it more widely.

The product in action

Watch the state change, not a decorative image.

The demo shows the information that appears, the rule that applies and the final state your team can use.

Demonstration with fictional data.
NÉNovera Énergie⌄
Demo · Fictional dataCL
MYCH IQ / NOVERA

Conversation Replay

Same request. Updated rules. Simulated outcome.

Simulation · Nothing sent to customer
NB
Nora Benali · Invoice copy

“Hello, could you send me my April invoice again? I can’t find it.”

Chat · FR

Original interaction

Billing v4 · 12 Aug

02UnderstandingConfidence 0.94
Intent · Invoice copy

Contract NE-2024-118 · Last 3 invoices

03ActionTool unavailable
recuperer_facture

Not approved at that date

0 actions executed
04ResponseDrafted by AI
“I’ll pass your request to an adviser who will send you the invoice.”
OutcomeEscalated

Billing queue · Ticket open · Waiting for adviser

27 s · 0 actions

Simulated replay

Billing v6 · 20 Aug

02UnderstandingConfidence 0.96
Intent · Invoice copy

Contract NE-2024-118 · Last 3 invoices

03ActionApproved tool
recuperer_facture

FAC-2026-0418 · €184.60 · PDF attached

340 ms · Simulated executionRead-only · Logged
04ResponseDrafted by AI
“Here is your April invoice (FAC-2026-0418, €184.60). I’m sending it as an attachment.”
OutcomeAutonomous resolution

No handoff required · Ticket closed in simulation

11 s · 1 simulated action
3 configuration changes
01
Available tool

recuperer_facture approved for read-only access

02
Knowledge source

Billing v6 note linked to the intent

03
Approval required

None · Within the approved read limit

Demo · Fictional data
Conversation ReplayDemo
One product language

Context stays available where your team needs it.

Each module uses the same fictional customers, statuses and control logic to show a coherent product, not a collection of dashboards.

NÉNovera Énergie⌄
Demo · Fictional dataCL
MYCH IQ / NOVERA

Quality & analytics

18–24 August 2026 · Customer service

All channels7 days
Requests handled2,196over 7 days
Service level93 %at 20 s · target 90%
First-contact resolution81 %of requests
Handling time4 min 12on average
Escalation rate6.4 %to a supervisor

Conversation quality

128 conversations evaluated

Average score4.5 / 5
Validated104
To review24
Recurring themes conversations
Unclear bill explanation34
Customer follow-up not tracked21
Overly formal tone in Dutch14
Handoff without a full summary11

Random sample · Last 7 days

AI operations

over 7 days

✦
Autonomous resolutions58 % of requests
1,274
Approvals requested6.6 % of requests
145
Human handoffs33 % of requests
725
Failed actions0.8 % of actions
17
Confidence distributionThreshold 0.85
< 0.70
4 %
0.70–0.79
9 %
0.80–0.84
14 %
0.85–0.89
27 %
0.90–0.94
30 %
≥ 0.95
16 %

Below 0.85: approval or handoff.

Real timeVoice + chat · Snapshot at 11:24
Queued9
In progress14
Max. wait2:05
Demo · Fictional data
Apply this process to your operation

Let’s discuss a real customer journey.

We start with your request, your rules and the exact point where a human must keep the decision.