OpsTwinSimulation service: checking

Scenario Lab · Support operations

Compare operating changes with the same simulated conditions.

Start with a support-operation baseline, compare two changes, then inspect the observed effect and supporting evidence.

Terminology help
Current operation Technical term: baseline
The operation used as the reference point.
Proposed change Technical term: scenario
A change tested against the current operation.
Matched comparison Technical term: paired comparison
Each change and the current operation use the same simulated conditions for a fairer comparison.
Result to measure Technical term: objective
The measure used to compare changes.
Required condition Technical term: guardrail
A result that must stay within a limit.
Plausible range Technical term: confidence interval
A range describing uncertainty around the estimated average result.
How often it performed better Technical term: improvement probability
The share of matched tests where a change performed better.
Test different assumptions Technical term: sensitivity
Evidence from changing one assumption across explicit tested values.
Example run Technical term: representative playback
One selected sampled run used to explain timing and flow; it does not represent every run.
01

Immutable reference

Baseline

A 100-ticket support workflow. The values below describe what is being tested.

Baseline assumptions
02

Two changes

What would you like to compare?

OpsTwin simulates the same operating conditions for both changes and compares their observed effects.

Ready to compare

Add one Level 1 agent

Level 1 staffing · 1 override

01

Level 1 agents added: 1

Scenario settings
Ready to compare

Faster triage

Triage processing · 1 override

02

Triage time reduction (%): 25%

Scenario settings
03

Shared seed schedule

Execution settings

Choose the comparison lens and optional operating boundary. The backend evaluates eligibility.

Advanced comparison settings
Optional guardrail

No guardrails configured

Estimated work15,000 / 30,000 item executions
Advanced evidence settings
Base seed
20260716
Confidence
95%
Representative detail
Sampled · 25 items
Risk thresholds
80% SLA · baseline SLA target

Operational model

Flow

Trace structure, explicit changes, and returned evidence without changing the simulation model.

  1. Incoming tickets — Incoming tickets, source entering at triage.
  2. Triage — Triage, stage supported by triage-team.
  3. Level 1 — Level 1, stage supported by level-1-agents.
  4. Level 2 — Level 2, stage supported by level-2-agents.
  5. Quality check — Quality check, stage supported by quality-team.
  6. Completed — Completed terminal reached from quality-check.
  • Incoming tickets enters Triage.
  • Triage routes to Level 1 with 80% probability.
  • Triage routes to Level 2 with 20% probability.
  • Level 1 routes to Quality check with 100% probability.
  • Level 2 routes to Quality check with 100% probability.
  • Quality check routes to Completed with 100% probability.
  • Quality check routes to Level 2 for rework with 100% probability.
  • Triage team supports Triage.
  • Level 1 agents supports Level 1.
  • Level 2 agents supports Level 2.
  • Quality team supports Quality check.

Risk evidence

Run the comparison first to inspect uncertainty and risk evidence.

One factor at a time

Sensitivity

Observe how one explicit assumption relates to one selected metric across a tested range.

20,000 work units

Observed response

Run the explicit values to view the observed response.
Observed monotonicityNot availableIntegrityNot available
Average cycle time across explicit tested values. No interpolation.
ValueStatusMeanConfidence intervalObserved elasticity
No sensitivity evidence yet.

Explicit supplied assumptions

Economics

Compare recurring operating cost evidence alongside the selected operational objective. This view does not infer costs or make a prescriptive intervention claim.

15,000 work units

Cost assumptions

Equivalent to EUR 60.00 per agent-hour

Equivalent to EUR 60.00 per agent-hour

Blank means not configured. An explicit zero remains configured.

Intervention costs

Add one Level 1 agent
Faster triage

One-time cost remains separate unless periods are explicit.

Run with explicit assumptions to inspect recurring costs and operational trade-offs.

Representative playback

Run a completed repeated comparison first to inspect one selected run. Playback does not represent every simulated run.

Technical evidence

Run the comparison first to inspect technical evidence.