The Operating Model

One continuous loop connects what the institution knows with what it must do.

The model separates knowledge formation from work initiation, then reconnects them through governed resolution. Inputs update Shared Memory. Requests create Work Objects. Authorised participants assemble context, produce outcomes and return results to the institutional record.

Why one loop

The workflow inventory describes handling. The operating loop describes the institution.

Named workflows are shaped by departments, forms, legacy systems, reporting lines and historical practices. They are essential for discovery because they reveal what enters the organisation, who has authority, which information is required and what outcomes must be produced.

They should not be reproduced as isolated digital pipelines. At the mandate level, most workflows participate in one or more stages of the same operating loop. Designing the shared loop first prevents each new automation from creating another information silo.

The nine stages describe how the institution operates continuously. They are not a delivery schedule. Delivery is sequenced separately, in five scoped waves supported by five capability tracks, described on the transition and implementation page.

Inputs and Requests

Two kinds of arrival. Two different responsibilities.

Inputs

Inputs are facts, observations, evidence and changes. They may arrive as reports, records, documents, Executive Director directives, RA 11930 or Strategic Plan requirements, events, media, authorised online messages such as Viber, institutional updates, case evidence or outcome confirmations. Their purpose is to update the institution's understanding.

Requests

Requests ask the institution to analyse, monitor compliance, implement a directive, advise, decide, coordinate, deliver training or awareness work, refer, act or resolve. Their purpose is to create a governed obligation and a definition of completion.

An Input and a Request may arrive together. The system records both without confusing them: one changes memory; the other initiates work.

The nine stages

From source arrival to institutional improvement

  • 01

    Source arrival

    A mandate-relevant source or event enters the organisational boundary.

  • 02

    Ingestion

    The system extracts structure, meaning, entities, time, provenance and applicable authority.

  • 03

    Data Block creation

    Atomic facts, events, relationships and evidence items become governed Data Blocks.

  • 04

    Memory update

    The Data Blocks update entity histories and the institution's current understanding without erasing prior states.

  • 05

    Request intake

    A request creates or updates a governed Work Object with an owner, state, authority, required evidence and completion criteria.

  • 06

    Context Assembly

    Authorised participants retrieve relevant memory and contribute evidence, analysis, judgement or action.

  • 07

    Resolution

    The Work Object reaches a final governed outcome according to policy and authority.

  • 08

    Outcome production

    The system creates a structured Rich Data Block and the required human-readable report, decision, referral or instruction.

  • 09

    Result and improvement

    Result evidence returns through ingestion, updates memory and supports evaluation of policy and operating practice.

The improvement path

Learning is evidence-backed and governed.

The system can compare intended outcomes with actual results, identify recurring failure patterns and surface opportunities for better coordination or policy. It does not change policy autonomously. Recommendations remain traceable to evidence and enter the appropriate human approval process.

  • Intended outcomes are compared with observed results.
  • Recurring delay, exception and rework patterns become visible.
  • Recommendations stay traceable to their supporting evidence.
  • Policy change remains an authorised human decision.

Explore the information layer behind the loop.