I developed the General Theory of Systemic Initiative to answer one question: why systems that are sound on paper and well resourced still fail to produce what they were built to produce. It is the ground my frameworks stand on.
Theory
GTSI · General Theory of Systemic Initiative
Who closes the distance — the system, or the agent?
Establishes, before any instrument is applied, which side of an interface is required to move for an exchange to occur, and what the unassigned direction costs. Every framework below is a consequence of this one question resolved wrongly or not at all.
Used when a system is sound on paper, adequately resourced, and still does not produce what it was built to produce.
Within GTSI
IVM · The Initiative Vector Map
Where is the vector set, interface by interface?
Maps whether capacity moves toward the agent or waits to be reached, at every point of contact, and identifies where demand already exceeds the capacity available to meet it. Distinguishes a capability gap from a direction no one assigned.
Provisions that exist, are funded and go unclaimed routinely exceed 30% of intended volume, and in some cases 60% — with no component having failed.
Used when uptake, throughput or completion falls short and the shortfall is being read as a performance problem.
Within GTSI
DCT · Demand–Capacity Threshold
At what point does this system stop absorbing and start transferring?
Locates the threshold beyond which demand exceeds available capacity and the cost begins to transfer to the point of least capacity. Failure is architectural at that point, and no amount of effort at the node relieves it.
Used when load is rising, output still looks acceptable, and the question is how much margin is actually left.
Within GTSI
BID · Bidirectional Initiative Deadlock
Are both sides waiting for the other to move?
Detects the double wait — the system that declares itself available and assumes the first step, and the agent that waits to be reached. Neither position is illegitimate and no one is at fault, which is why the deadlock survives every attempt to assign blame.
Used when two units, two functions or two organizations have stalled on each other and no decision, conflict or refusal is on record.
Within GTSI
IGOS · Four-Scale Integrity Cut
Is this being read at the scale where it actually fails?
Cuts the same situation at four scales — individual, group, organizational, societal — to establish which one carries the failure. A reading that is true at one scale and blind at the other three is the commonest form of being convincingly wrong.
Used when a diagnosis is persuasive, the intervention derived from it has already been tried, and the phenomenon has returned.
Sectoral applications
A small selection of the fields where the theory applies. The architecture is not tied to any sector; these are examples of its reach, not its limits.
Sectoral application
GTSI-O · Organizations
Which of the four scales is absorbing the cost of no one moving?
Applies the architecture to structural design rather than culture: the agent who does not raise it, the unit that waits, the structure with no channel for it, and the frame that determines what is sayable.
McKinsey estimates ineffective decision making costs a typical Fortune 500 company around $250 million a year in wasted management time.
Used when areas appear aligned and the organization keeps losing speed and ownership between them.
Sectoral application
GTSI-CL · Corporate Learning
Is the system recording accumulated friction as attrition?
Applies the architecture to formative systems that require enrollment, persistence and accreditation from the agent, and treats the resulting drop-off as a decision the agent made.
Across the open online courses of MIT and Harvard, only about 3% of participants completed in 2017–18 (Reich & Ruipérez-Valiente, Science, 2019).
Used when enrollment is high, completion is low, and the explanation on the table is motivation.
Sectoral application
GTSI-RS · Road Safety
Does the design place on the operator a demand no operator holds?
Applies the architecture where the cost of the unclosed distance is counted in material outcome rather than inferred. Friction and directionality admit direct measurement.
Road traffic crashes kill 1.19 million people a year (WHO, 2023).
Used when outcomes are attributed to operator error and the design parameters have not been examined.
Sectoral application
GTSI-CD · Care and Dependency
Does this system require a signal the agent cannot emit?
Applies the architecture to its limit case: systems whose activation depends on a formulated demand, operating where the capacity to formulate it is precisely what has been lost. Failure occurs upstream of any request, so absorption has to be built into the architecture — it cannot be triggered.
An estimated 75% of people living with dementia worldwide have never been diagnosed (Alzheimer’s Disease International, 2021).
It is also the case that closes the argument of the others: where the capacity to initiate tends to zero, direction stops being a design option and becomes the only variable left.
Used when provision is adequate, access is open, and the cases that most justify the system are the ones that never enter it.
Each piece is described here by the question it answers. The full methodology is shared in conversation, under NDA.