This is the working record behind the four gaps in strategy and planning. Each proposal can be proved at small scale first, with an evidence class, a build split and a validation test.
Each gap carries the three fields from the brief, the six-condition test, the evidence class, the build split and a validation test.
A generated scenario arrives with fluent logic and no named person who can defend its assumptions.
Software licensing names who may use a planning tool, and says nothing of who stands behind a scenario.
A software licence extended with an authorship record for each scenario.
A record can bind a scenario to an owner, if the tool captures it.
No shared definition of a scenario owner exists.
The record can travel with the file.
Planning tools do not share a format for it.
Nothing marks scenarios no person has reviewed.
A board can require it in its charter.
An owner and reviewer field on each scenario sent to the board.
A shared authorship field across planning tools.
Audit the last 20 scenarios sent to a board. If fewer than 70 percent carry a named owner who can explain the assumptions, the record justifies the build.
In a generated narrative the assumptions sit inside the text, where they are much harder to audit.
File formats show assumptions in cells, which a narrative does not.
A file format that lists each assumption with its source and owner.
An extraction step can list assumptions, and recall varies.
The format can point to a source for each assumption.
The list can move between scenarios.
Tools do not share an assumption format.
Nothing separates a stated assumption from an implied one.
No body checks the list.
An extraction step for one scenario type, with each assumption routed to an owner.
An assumption list that carries across scenarios and years.
Compare extraction with a senior analyst’s read of ten scenarios. If it finds at least 80 percent of the assumptions the analyst finds, the format justifies the build.
An hourly cycle removes the pause in which doubt used to arrive between drafts.
Service levels promise speed and availability, and say nothing of the time a decision needs.
A service level that includes a minimum review interval, set by decision size.
The interval can be logged in the approval workflow.
No reference ties intervals to outcomes.
An interval set in one firm does not carry to another.
No common definition of decision size exists.
A board can set the policy.
The workflow can enforce it.
A pacing rule for one class of decision, enforced in the approval workflow.
An interval tied to decision value and reversibility.
Pilot the rule on ten decisions. If at least 90 percent keep the interval and reviewers report earlier flags, the service level justifies the build.
The choice among scenarios has no written record of who may commit the company, to what limit and on what evidence.
Compliance certification marks that a platform met a standard, and says nothing of who decides.
A compliance certification for decision rights: a register of who may commit, up to what limit.
A register can link each commitment to an approver.
A company’s delegation of authority is the reference.
The register can travel to contract and treasury systems.
Registers are not written in a common format.
Limits bound the authority.
Boards and auditors can test it.
A register of strategic commitments above a set value, with a traceable approver.
A register linked to contract and treasury systems.
Trace ten recent strategic commitments to their approvers. If fewer than 80 percent trace cleanly, the register justifies the build.
| Gap | Micro-container extended | Value pathway | Who benefits | Payer | First proof to seek |
|---|---|---|---|---|---|
| 01 Scenarios with no author | Software licensing and file formats | Cost reduction; faster challenge | Strategy office, board | Strategy office budget | Named owner on more than 90 percent of scenarios |
| 02 Assumptions folded into prose | File formats | Audit speed; cost reduction | Planning team, audit committee | Corporate planning budget | Extraction recall above 80 percent |
| 03 Choice at hourly speed | SLAs | Decision quality; risk reduction | Executive team, board | Strategy office budget | Interval kept on more than 90 percent of decisions |
| 04 Who may commit the company | Compliance certification | Cost reduction; accountability | Executive team, legal | Legal and governance budget | Traceable approver on every commitment above the limit |
gap_id: Stable identifier, for example MS-STR-01.
function_id / disruption_ref: Originating function and Disruptions article.
broke: What the abundance broke, in one sentence.
existing_micro_container / economy: The Eras-table micro-container and its economy.
proposed_micro_container: The extension that could hold the gap.
six_conditions: Met, partly met or unmet, with one line of reasoning for each condition.
evidence_class / sources: Evidence label and references.
build_now / build_later: Immediate offering and dependency-based future offering.
validation_test / status: The test to run and the research status.
movers: Leaders Building, Accelerating or Capitalizing, linked to profiles.
Every proposal extends a micro-container the Information Era already built. These are the ones extended here, by economy.
Desktop Economy: Software licensing, File formats.
Cloud Economy: SLAs, Compliance certification.
Tomorrow is an open canvas. These are the leaders in the record who are already Building, Accelerating or Capitalizing toward these micro-containers.
The micro-containers and pressures this working record builds on.
Tests 758 consultants with and without AI, and shows where AI raises quality and where it lowers accuracy.
Builds a retrieval-augmented language model system and compares its forecasts with the aggregate of competitive human forecasters.
Reviews why people over-rely on AI recommendations, and why explanation tools often fail to reduce it.
Names twelve risks specific to or made worse by generative AI, including confabulation and human-AI configuration.
Sets out intergovernmental principles for trustworthy AI, including human oversight and accountability.
Summarises a directors' association commission report on why boards need to own oversight of technology.
Estimates how much work activity generative AI could automate and where its value concentrates.
Funding the build, for readers who can direct capital toward the containerization.
Developing the micro-container that holds the gap, for readers who can make the technology.
Helping the micro-container reach scale, for readers who can set standards, convene consensus or move the political and regulatory conditions.
Note: The perspectives shared on GreenDeveX.com are the author's independent analytical interpretations of trust as a historical medium of exchange. This commentary is intended for conceptual exploration and does not constitute peer-reviewed academic research or commissioned institutional findings.