What the work produces
See an illustrative decision pack.
These are sample extracts derived from our fictitious public-order standoff demonstrator. They show the form of the work, not a client outcome or a validated forecast.
Play the demonstrator ↗The principal’s record
Experience behind the method.
These are Rajesh Ramkumar’s career credentials and practice areas, not claims of client results from the illustrative game below.
No client identity or engagement outcome is implied by this summary.
01 / Decision brief
The decision in one page
Question
Which combination of restraint, procedural disclosure and organiser discipline can move a standoff toward a stable process over 60 days?
Decision owner
Hypothetical ministry leadership. The owner and success thresholds would be named by a real client.
Tests
Incident exposure, day-60 grievance, peak enforcement and disclosure of disputed records.
Recommendation to examine
Test calm and disclosure together; inspect the first-week crowd response before treating restraint as failure.
This is a mock decision brief assembled from the demonstration, not an actual client deliverable.
02 / Causal loop map
The feedback behind the first move.
Enforcement may reduce the crowd in the short term and also raise grievance, incidents and renewed mobilisation. The diagram makes those competing paths visible.
Open the illustrative map ↗03 / Assumptions register extract
What must be challenged.
A-01 · Structural judgement
Incidents rise with enforcement intensity and fall with leadership coherence. Sensitivity results depend heavily on this relationship.
A-02 · Illustrative parameter
Court-driven disclosure depends on one illustrative parameter. It needs case-specific evidence before use in advice.
A-03 · Boundary
Media, funding and splits within the opposition are outside this model. This can change the play in a real engagement.
A-04 · Calibration
No observed time series was used for the levels shown. Numeric outputs are demonstrative.
This extract is a sample presentation of limitations stated in the demonstrator, not a verified parameter register.
04 / After-action summary extract
What the game would send back to the decision owner.
Finding
In the illustrative runs, resolution required a disclosure move and a calm move together. The early crowd response could mislead leaders into reversing restraint.
Model challenge
Test whether leadership coherence really reduces incidents in this context, and add evidence on disclosure timing.
Next decision
Agree what indicator would distinguish transient crowd growth from a worsening incident spiral, then choose a decision gate.
Hypothetical after-action extract, not an account of a facilitated client game.