Adaptive Planning
Adaptive Planning is a CODHZ reasoning architecture for designing strategies that maintain organizational viability across multiple possible futures simultaneously. Its operative premise, grounded in complex adaptive systems theory, is that strategic robustness cannot be produced by optimizing for a single predicted future. A plan designed to perform optimally under one set of conditions becomes a liability the moment those conditions shift.
The framework does not produce a plan. It produces a structured architecture of plans — a primary strategy designed to be viable across multiple scenario trajectories, together with a set of pre-calculated alternative plans indexed to specific activation signals. The governing logic is resilience, not efficiency.
Inferential regime: derived from strategic foresight and adaptive governance. Validity criterion: strategic coherence across multiple organizational axes. Primary output: an integrated project architecture with anticipatory indicators and governance structures built to flex under pressure.
Epistemological Architecture
Adaptive Planning operates across five integrated paradigms. The protocol's defining structural feature is the conservation rule: each tactical program must map to its originating objectives with explicit and traceable correspondence.
Operational Constructivism
Governs Step 0 under a strict prohibition on analysis. The system generates only questions about context, organizational position, and the strategic challenge. No interpretations are offered, no preliminary conclusions drawn. Produces validated questions, not preliminary answers.
Strategic Teleology
Governs Step 1, the formulation of the strategic concept. Establishes the directional north of the plan — the articulation of what the organization is moving toward, expressed as a concept rather than a set of objectives. A concept defines orientation and identity.
Multi-Axis Teleology
Structures objectives across three distinct axes: Business, Talent, and Social. Each operates under its own logic of success, measurement timeframe, and failure mode. The three axes must be designed as an interdependent system, not isolated categories.
Intervention Container Architecture
Governs Step 3. A program is a container of actions organized around a defined intervention logic. The conservation rule applies strictly: every objective must be covered by at least one program, and every program must trace to at least one objective.
Adaptive Control through Attractor Governance
Governs Steps 5-6. Treats governance as a structural function. Indicators serve as operational attractors — measures whose threshold, when crossed, triggers a defined protocol response rather than simply recording a deviation.
Seven-Step Process
The protocol runs from Step 0 to Step 6. The critical transition is Step 2 to Step 3, where objectives are translated into tactical programs with explicit and traceable mapping.
Strategic Frame
Generation of the analytical frame through questions only. Produces a structured set of validated questions about the organizational context without offering any interpretation. The prohibition on analysis is absolute.
Output: A confirmed set of validated contextual questions establishing the analytical boundary of the planning process.
Strategic Concept
Formulation of the directional north: a coherent organizational intent specific enough to give direction and broad enough to accommodate multiple tactical expressions. All subsequent objectives are evaluated against this concept.
Output: A strategic concept formulation establishing the directional orientation of the full plan architecture.
Multi-Axis Objectives
Objectives structured across Business (economic performance), Talent (human and cultural development), and Social (external positioning). Tensions between axes are identified and documented — not resolved by merging but managed through programs.
Output: A structured objective set across three axes with explicit interdependency mapping.
Tactical Programs
Translation of objectives into programs. Each declares objective traceability, operational scope, and structural relationships to other programs. The conservation rule applies: every objective must be covered, every program must trace to an objective.
Output: A structured set of tactical programs with explicit objective traceability and inter-program dependency mapping.
Executable Actions
Decomposition of programs into coded, executable actions classified by typology: enabling (create conditions), implementing (execute directly), and governing (monitor and adjust). This classification enables the sequencing logic of Step 5.
Output: A coded action inventory disaggregated by program, with typological classification and dependency structure.
Schedule and Contingency Plans
Primary schedule with review points governed by continuity criteria, plus pre-calculated alternative plans. Alternatives are activated not by judgment but by defined signals. They are pre-positioned strategic responses, not fallbacks.
Output: A primary schedule with continuity criteria, plus alternative plans with defined activation signals.
Indicators and Risk Architecture
Three-level indicator architecture: leading indicators (anticipate changes), concurrent indicators (current performance), and lagging indicators (confirmation measures). Each designed as an operational attractor that triggers protocol responses at thresholds.
Output: A three-level indicator architecture with operational thresholds and protocol triggers, plus a structured risk map.