Your sandbox for operational decisions.

Operational simulation for AI transformation teams. Model how an initiative changes teams, workflows, service levels and customer outcomes before rollout.

Experience behind Afterflow

How Afterflow works.

Connect operational evidence into a model of roles, workflows, systems and constraints. Test a proposed change, then calibrate it against rollout outcomes.

Model

Build a living world model of your organisation.

Connect roles, workflows, systems and constraints to show how work actually happens.

Keep every entity and relationship traceable to its source material.
Simulate

Simulate what happens next.

See how one decision changes your teams, operations and customers before you commit.

In this illustrative example, AI-assisted priority triage plays automatically when the illustration enters view. The simulation moves the selected rollout into production, traces its effect on support, operations, reliability and customers, then resolves Year 1 capacity, cost, net benefit and ROI. Selecting a new path runs it automatically; completed paths remain available for comparison.
Calibrate

Learn from what happens.

Compare forecasts with rollout evidence and improve the next decision.

Turn prediction error into a better model.
In this illustrative example, the priority-triage forecast predicted ten minutes saved per eligible case. Afterflow reconciles rollout evidence showing 8.6 minutes saved, identifies a 1.4-minute forecast gap, updates adoption and human-review assumptions, and produces a recalibrated forecast for the next simulation.

Accuracy is earned against reality.

A real incident was replayed using only evidence available beforehand.

  1. Same evidence

    Both systems received the same pre-incident evidence.

  2. Same test

    Each reconstructed the causal path before seeing the outcome.

  3. Checked against reality

    Predictions were compared with what happened and repeated for consistency.

Afterflow93%
GPT-5.5 baseline36%

Start the next decision further ahead. Keep what you learn.

Afterflow turns one-off analysis into a repeatable decision system for your initiative portfolio.

How an Afterflow decision system compares with a consulting engagement.
What mattersConsulting engagementAfterflow
Iteration
New engagementInterviews, prioritisation and value cases are scoped again for each project.
Ready to rerunRe-score initiatives across your portfolio as the evidence changes.
Cost
Scope growsMore initiatives add project time and budget.
One evidence baseCompare initiatives without rebuilding the evidence each time.
Ownership
Planned handoverReuse depends on deliberate knowledge transfer.
Stays with youEvidence, assumptions and outcomes start the next run.
Time to decision
MonthsDays

The next decision starts with everything already learned.

Every forecast shows its working.

Assumptions, dependencies and evidence stay attached to every result.

Bring one initiative. See what follows.

We'll map the decision, test the rollout and show where pressure, value and customer impact are likely to land.