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Abrasim operating guide

The Adoption and Capability Transfer Playbook: Making Change Hold in Daily Work

Help people use the agreed changes in everyday work through clear roles, training, manager support and a workable transition.

By · Published · Updated

For
COO, CHRO, Transformation Sponsor
Leadership decision
Operate within limit, validate, change, extend support, defer, roll back or stop a bounded adoption unit using separate evidence of role ability, eligible behaviour, operating contribution and workforce, customer, service and control guardrails.
Source cut-off
2026-08-26

People need to be able to do the changed work safely after launch. Training and communication help, but adoption also depends on workload, incentives, manager support and the ability to keep using the new method in real conditions.

1. The Market Connection Context

Customers encounter adoption failure as inconsistency. One team follows the new service promise while another follows the old rule; a frontline worker improvises because access or authority is missing; managers ask for the new behaviour while rewarding the old output; unresolved workload pushes people into shadow processes. The solution may be technically available while the organisation remains unable to deliver its intended value.

This playbook governs the transition:

Accepted operating change → affected roles and conditions → participation and capability
→ safe practice → manager reinforcement → observed behaviour → operating outcome and guardrail
→ capability ownership and learning

By [decision date], the COO will classify each in-scope adoption unit OPERATE WITHIN LIMIT, VALIDATE, CHANGE, EXTEND SUPPORT, DEFER, ROLL BACK or STOP. The unit is a named role, workflow, population and operating context. Attendance, message reach, system login or self-reported confidence cannot independently establish adoption.

The Transformation Governance and Decision-Rights Standard: Sponsorship, Ownership and Escalation owns governance and operating-model decision rights. The Adoption and Capability Transfer Playbook: Making Change Hold in Daily Work consumes those accepted roles and embeds the change in daily work. Transformation benefits and funding remain governed by their own approved portfolio and measurement contracts. The Legacy Modernisation Decision: Retain, Rehost, Replatform, Refactor, Replace or Retire owns legacy-modernisation choices. The Stalled Transformation Recovery and Value-Realisation Standard: Recover, Stop or Scale owns recovery when a programme is already stalled. This guide does not redesign the enterprise operating model, adjudicate employment rights or claim benefits from activity measures.

Working files

The ILO Guidelines on Just Transition emphasise social dialogue, skills and employment considerations during structural change. The NIST Workforce Framework for Cybersecurity, SP 800-181 Rev. 1 demonstrates a task, knowledge and skill vocabulary that can inform role capability design without prescribing this transformation method. The US Centers for Disease Control and Prevention training development guidance describes systematic training analysis, design, development, implementation and evaluation to improve competence, capacity and performance; it does not directly support an attendance comparison, which remains a PROPOSED Abrasim method requiring local validation. The W3C Web Content Accessibility Guidelines 2.2 supplies criteria for accessible digital learning and support materials. For South African employment matters, the Department of Employment and Labour legislation portal is the official route to applicable labour legislation; qualified employment authority must interpret and apply it. These sources are VERIFIED primary or official guidance. Their application to this operating method is INFERRED. The Abrasim controls are PROPOSED, and local capability and adoption claims REQUIRES VALIDATION.

2. The Leadership vs. Delegation Boundary

The reader recognises that adoption requires role design, participation, learning, reinforcement, workload transition, local ownership and observable use, not communications alone.

BoundaryRequired content
Executive sponsor retainsAccepted change, workforce and customer risk, resource boundary, material trade-offs, final disposition and stop decision
Operating owner retainsWorkflow standard, role authority, capacity, service continuity, manager routines and operating acceptance
People authority retainsLawful consultation, employee relations, job design, accessibility, accommodation, wellbeing and protected workforce decisions
Adoption lead may leadImpact mapping, participation, learning design, practice evidence, barrier ledger, reinforcement and capability handover
Managers retainLocal coaching, workload decisions, feedback, escalation, behaviour evidence and safe exception management
SharedScope, assumptions, evidence thresholds, measures, dependencies, participation conditions and acceptance gates
Cannot be outsourcedFinal business decision, risk acceptance, legal/security/privacy authority, customer or employee accountability, internal source accuracy and operating ownership
Cannot be automatedEmployment judgement, accommodation, competence acceptance, disciplinary consequence, risk acceptance or material rollback

An internal team can lead when it has accepted operating design, access to affected roles, qualified People authority, representative participation, manager capacity, independent challenge and authority to change workload or stop unsafe use. Specialist or independent support is justified where consultation is contested, work is safety-critical, accessibility needs are complex, workforce evidence is sensitive or sponsors have incentives to report adoption prematurely.

Stop when participation is coerced, workforce evidence is used beyond its declared purpose, protected characteristics are exposed, inaccessible learning blocks a role, employees are blamed for a design defect, competence is inferred from attendance, or continued operation creates customer, employee or regulatory harm. Communications do not replace consultation. Coaching does not replace authorised job design. Qualified employment, labour-relations, accessibility, health and safety, privacy and professional authorities retain their mandates.

When a narrower specialist or simpler intervention is sufficient

Use a learning, accessibility, workforce or service specialist for one bounded role, task, accommodation or barrier when the operating change and authority are already accepted. A manager-led practice cycle is proportionate when the task, support, workload and acceptance evidence are clear. Do not commission a broad adoption programme to avoid a local workflow, capacity or support decision.

Questions for evaluating a provider

Ask how the provider will protect worker participation and purpose limits, test ability in normal and exception conditions, distinguish attendance from operating evidence, surface workload and accessibility barriers, leave reusable practice and transfer artefacts, and return employment, accommodation, risk and rollback decisions to qualified internal authorities. Reject proposals that treat reach, logins or confidence as adoption proof.

3. The Step-by-Step Execution Standard

Step 01: Charter the adoption decision

Purpose and decision served Bound the accepted operating change, affected population and evidence needed for a human adoption disposition.

Accountable owner COO or Transformation Sponsor.

Delegated lead and contributors Adoption Lead with Operating Owner, CHRO, affected managers, worker representatives and Independent Challenger.

Preconditions, inputs and access Accepted change design, operating-model decisions, benefit hypotheses, risk controls and workforce access authority.

Actions

  1. Name the workflow, roles, population and context.
  2. State the observable behaviour and intended operating result.
  3. Record exclusions, constraints and evidence limits.
  4. Define permitted dispositions and stop conditions.

Evidence to retain Signed charter, change decision, role scope, risk record, authority and conflicts.

Decision or scoring rule Proceed only when one operating change and its consequences are explicit; do not score communications activity as adoption.

Output and template Charter row in the Adoption Charter and Workforce Authority Register.

Acceptance gate ADOPTION QUESTION ACCEPTED or RE-CHARTER.

Leadership checkpoint The sponsor confirms what changed in work and what remains outside scope.

Human control point Only accountable leadership accepts the operating and resource boundary.

Failure modes and safeguards Reject vague culture goals and launch plans without an observable work transition.

Change, stop or escalation condition Stop if the underlying operating change is not authorised or stable enough to teach.

Handoff to the next step Transfer the charter to workforce authority and participation design.

Step 02: Establish workforce authority and participation

Purpose and decision served Protect lawful, representative and psychologically safe involvement in the change.

Accountable owner CHRO or qualified People authority.

Delegated lead and contributors People Lead with worker representatives, Legal or labour adviser, Accessibility Lead and Privacy Owner.

Preconditions, inputs and access Charter, employment context, consultation duties, data-purpose statement and representation map.

Actions

  1. Identify affected groups and representative voices.
  2. Define consultation, decision and escalation rights.
  3. establish confidentiality, consent and evidence-use boundaries.
  4. Record accommodation and specialist routes.

Evidence to retain Authority matrix, participation plan, consultation record, privacy notice and unresolved dissent.

Decision or scoring rule No adoption evidence is collected without a lawful purpose, transparent use and protected challenge route.

Output and template Authority rows in the Adoption Charter and Workforce Authority Register.

Acceptance gate PARTICIPATION AUTHORISED or HOLD.

Leadership checkpoint The CHRO confirms qualified authority and meaningful representation.

Human control point Employment and accommodation decisions remain with qualified people.

Failure modes and safeguards Prevent token consultation, retaliation risk and reuse of sensitive evidence for undisclosed purposes.

Change, stop or escalation condition Escalate legal uncertainty, material dissent or inadequate representation.

Handoff to the next step Give the authorised population to role-impact mapping.

Step 03: Map role and workflow impact

Purpose and decision served Specify how tasks, decisions, handoffs, workload and evidence change for each role.

Accountable owner Operating Owner.

Delegated lead and contributors Process Lead with role holders, managers, People Partner, service and control owners.

Preconditions, inputs and access Current and accepted workflows, role descriptions, demand evidence, exception data and representative observation.

Actions

  1. Compare current and required tasks and decisions.
  2. Map removed, added and transferred workload.
  3. Identify changed handoffs, tools, access and controls.
  4. Record local variation, exceptions and unresolved design gaps.

Evidence to retain Workflow observations, role-impact map, workload evidence, exception log and worker challenge.

Decision or scoring rule Every required behaviour must connect to a role, authority, condition and available capacity.

Output and template Role-impact rows in the Role, Ability and Practice Contract.

Acceptance gate ROLE IMPACT BOUNDED or REDESIGN.

Leadership checkpoint The COO accepts workload and service-continuity implications.

Human control point Affected role holders validate whether the mapped work is practicable.

Failure modes and safeguards Avoid desk-based impact maps that hide informal work and exception handling.

Change, stop or escalation condition Return governance or role-authority defects to The Transformation Governance and Decision-Rights Standard: Sponsorship, Ownership and Escalation.

Handoff to the next step Transfer accepted role impacts to ability-contract design.

Step 04: Define the ability and behaviour contract

Purpose and decision served Describe what a person must know, do, decide and evidence under representative conditions.

Accountable owner Operating Owner.

Delegated lead and contributors Capability Lead with subject expert, role holders, Quality Lead and People Partner.

Preconditions, inputs and access Role-impact map, operating standard, risk controls, task examples and performance evidence.

Actions

  1. Write observable tasks and decisions.
  2. Define knowledge, skill, authority and support needed.
  3. specify representative and exception conditions.
  4. Set evidence-based acceptance and expiry rules.

Evidence to retain Ability contract, task evidence, decision cases, control requirements and owner acceptance.

Decision or scoring rule Use demonstrated task performance, not self-confidence or attendance, for operating ability.

Output and template Ability rows in the Role, Ability and Practice Contract.

Acceptance gate ABILITY CONTRACT ACCEPTED or REVISE.

Leadership checkpoint The operating owner confirms the contract reflects real work and risk.

Human control point Qualified assessors judge competence where professional or safety requirements apply.

Failure modes and safeguards Prevent generic competency lists detached from tasks, authority and context.

Change, stop or escalation condition Escalate a requirement that exceeds role authority or reasonable support.

Handoff to the next step Pass accepted ability contracts to barrier removal.

Step 05: Diagnose barriers and competing conditions

Purpose and decision served Identify why the required behaviour may not occur even when people understand it.

Accountable owner COO.

Delegated lead and contributors Adoption Lead with managers, role holders, Process Lead, Technology Owner and People Partner.

Preconditions, inputs and access Ability contracts, workflow evidence, workload, incentives, access, policies and feedback.

Actions

  1. Test ability, opportunity, authority and motivation separately.
  2. Observe time, access, queue and handoff constraints.
  3. identify incentives and manager routines that favour old behaviour.
  4. Classify evidenced causes, hypotheses and validation needs.

Evidence to retain Barrier observations, workload records, access tests, incentive map and proof classifications.

Decision or scoring rule Do not prescribe communication or training where the evidenced cause is design, capacity, access or authority.

Output and template Barrier rows in the Behaviour, Barrier and Reinforcement Ledger.

Acceptance gate CAUSE BOUNDED or VALIDATE.

Leadership checkpoint Leadership accepts which barriers it must remove rather than attribute to resistance.

Human control point Affected people can challenge cause interpretations without penalty.

Failure modes and safeguards Avoid labelling non-use as attitude when workflow evidence shows a structural constraint.

Change, stop or escalation condition Escalate material workload, safety, wellbeing or employment risk.

Handoff to the next step Transfer evidenced needs to learning and support design.

Step 06: Design accessible learning and performance support

Purpose and decision served Provide the smallest support that enables safe task performance at the moment of need.

Accountable owner Capability Owner.

Delegated lead and contributors Learning Designer with subject expert, Accessibility Lead, role holders and managers.

Preconditions, inputs and access Ability contracts, barrier evidence, representative tasks, accessibility needs and delivery constraints.

Actions

  1. Match learning to specific task and decision gaps.
  2. combine instruction, demonstration, practice, feedback and job support where needed.
  3. Build accessible formats and accommodation routes.
  4. Define evaluation at ability, behaviour and operating levels.

Evidence to retain Learning design, accessible materials, content verification, accommodation plan and evaluation contract.

Decision or scoring rule Approve support only when it addresses an evidenced need and can be used in the work context.

Output and template Learning rows in the Role, Ability and Practice Contract.

Acceptance gate SUPPORT DECISION-FIT or REVISE.

Leadership checkpoint The capability owner confirms support does not substitute for missing authority or capacity.

Human control point Accessibility and subject experts inspect consequential materials.

Failure modes and safeguards Prevent content volume, inaccessible formats and completion metrics from becoming the objective.

Change, stop or escalation condition Hold use when support is inaccurate, inaccessible or unsafe.

Handoff to the next step Pass verified materials and tasks to controlled practice.

Step 07: Run safe practice and ability assessment

Purpose and decision served Establish whether people can perform the changed work before unsupported live use.

Accountable owner Operating Owner.

Delegated lead and contributors Practice Lead with managers, qualified assessors, role holders and Quality Lead.

Preconditions, inputs and access Verified learning, realistic scenarios, safe environment, assessors, accommodations and evidence consent.

Actions

  1. Rehearse representative and exception tasks.
  2. Observe decisions, handoffs, control use and recovery.
  3. Give feedback and repeat where appropriate.
  4. classify ability within explicit limits and support needs.

Evidence to retain Scenario, observation rubric, assessor record, participant feedback and bounded result.

Decision or scoring rule Use ABLE WITHIN LIMIT, MORE PRACTICE, CHANGE SUPPORT, CHANGE DESIGN or DO NOT RELEASE.

Output and template Practice rows in the Role, Ability and Practice Contract.

Acceptance gate ABILITY EVIDENCED or named remediation.

Leadership checkpoint The operating owner accepts population-level readiness and exceptions separately.

Human control point Qualified humans decide competence and accommodation; automated scores may only support evidence.

Failure modes and safeguards Do not use trivial quizzes, synthetic success or group averages to hide material inability.

Change, stop or escalation condition Stop live transition for unsafe task failure or inaccessible practice.

Handoff to the next step Give bounded ability evidence to workload transition.

Step 08: Transition workload, access and local ownership

Purpose and decision served Create the operating conditions in which the new behaviour is possible and the old path is controlled.

Accountable owner COO.

Delegated lead and contributors Transition Lead with managers, Workforce Planning, Technology, Support and control owners.

Preconditions, inputs and access Ability evidence, demand forecast, staffing, schedules, access, support and rollback design.

Actions

  1. Balance new work, learning time and existing demand.
  2. provision role-specific access and support.
  3. Assign local decision and escalation ownership.
  4. time-bound old routes, parallel work and exceptions.

Evidence to retain Capacity plan, access evidence, transition roster, support coverage, exception and rollback records.

Decision or scoring rule Release only where ability, access, capacity, authority and support pass separately.

Output and template Transition rows in the Behaviour, Barrier and Reinforcement Ledger.

Acceptance gate OPERATING CONDITIONS READY or HOLD.

Leadership checkpoint The COO accepts service continuity and workforce load.

Human control point Managers and People authority decide workload and employment effects.

Failure modes and safeguards Prevent double work, indefinite parallel processes and access delivered after launch.

Change, stop or escalation condition Hold when workload, staffing, access or support creates material harm.

Handoff to the next step Transfer ready units to manager reinforcement.

Step 09: Operate manager reinforcement and feedback

Purpose and decision served Align daily expectations, observation, coaching, incentives and exception handling with the accepted work.

Accountable owner Line Executive.

Delegated lead and contributors Managers with Adoption Lead, People Partner, Quality Lead and role representatives.

Preconditions, inputs and access Behaviour contract, manager routines, performance systems, feedback channel and protected escalation.

Actions

  1. Embed the behaviour in team planning and review.
  2. Observe work and coach against the accepted contract.
  3. resolve barriers or escalate design defects.
  4. Align recognition and consequence with authorised People practice.

Evidence to retain Manager routine, coaching evidence, barrier resolution, exception decisions and workforce feedback.

Decision or scoring rule Reinforcement is accepted when it removes barriers and supports correct work, not when it pressures metric compliance.

Output and template Reinforcement rows in the Behaviour, Barrier and Reinforcement Ledger.

Acceptance gate REINFORCEMENT ACTIVE or REMEDIATE.

Leadership checkpoint The Line Executive inspects recurring barriers and incentive conflicts.

Human control point Employment consequences follow qualified, fair and lawful human process.

Failure modes and safeguards Prevent surveillance, coercive targets and coaching that masks poor process design.

Change, stop or escalation condition Escalate retaliation, gaming, harm or repeated structural barriers.

Handoff to the next step Feed behaviour and barrier evidence to operating evaluation.

Step 10: Evaluate adoption in operating evidence

Purpose and decision served Determine whether the accepted behaviour occurs and contributes to intended operation without harming guardrails.

Accountable owner Operating Owner.

Delegated lead and contributors Measurement Lead with managers, Finance, service owner, People authority and Independent Challenger.

Preconditions, inputs and access Baseline, ability evidence, behaviour denominator, operating outcomes, guardrails and privacy controls.

Actions

  1. Measure eligible opportunities and correct behaviour.
  2. Separate ability, behaviour, operating outcome and guardrail evidence.
  3. Segment by relevant context without exposing protected individuals.
  4. Record confounders, unintended effects and bounded contribution.

Evidence to retain Measurement pack, denominators, segment controls, outcome evidence, guardrails and attribution statement.

Decision or scoring rule No single activity or use rate establishes adoption; mandatory harm can stop an otherwise improving result.

Output and template Evidence rows in the Adoption Decision and Capability Transfer Register.

Acceptance gate OPERATING EVIDENCE FIT or VALIDATE.

Leadership checkpoint Leadership distinguishes uptake, correct use, sustained behaviour and benefit evidence.

Human control point Qualified reviewers protect workforce privacy and interpret consequential segments.

Failure modes and safeguards Avoid vanity logins, attendance, survey positivity and averages without opportunity denominators.

Change, stop or escalation condition Escalate customer, workforce, control or service harm.

Handoff to the next step Transfer reconciled evidence to executive disposition.

Step 11: Make the adoption disposition

Purpose and decision served Authorise bounded operation, validation, change, extended support, deferral, rollback or stop.

Accountable owner COO.

Delegated lead and contributors Adoption Lead prepares; CHRO, Operating Owner, Finance and Independent Challenger advise.

Preconditions, inputs and access Complete evidence pack, limitations, dissent, service and workforce guardrails, and resource implications.

Actions

  1. Review ability, behaviour, outcomes and guardrails separately.
  2. choose one disposition for each bounded unit.
  3. Record conditions, resources, owner and expiry.
  4. Preserve dissent, appeal, accommodation and stop routes.

Evidence to retain Signed disposition, evidence references, conditions, dissent, resource decision and review gate.

Decision or scoring rule Use OPERATE WITHIN LIMIT, VALIDATE, CHANGE, EXTEND SUPPORT, DEFER, ROLL BACK or STOP.

Output and template Decision row in the Adoption Decision and Capability Transfer Register.

Acceptance gate ADOPTION DISPOSITION RECORDED.

Leadership checkpoint The COO states what is accepted, unsupported and still uncertain.

Human control point Adoption, employment, benefit and funding decisions remain separately authorised.

Failure modes and safeguards Prevent a majority result from overriding an unsafe role, segment or context.

Change, stop or escalation condition Stop if evidence is manipulated, dissent suppressed or harm accepted without authority.

Handoff to the next step Transfer accepted units to capability ownership and review.

Step 12: Transfer capability and renew the contract

Purpose and decision served Move ownership from temporary change activity into durable operating, people and support routines.

Accountable owner Operating Owner.

Delegated lead and contributors Capability Owner with managers, People Operations, Support, Quality and role representatives.

Preconditions, inputs and access Signed disposition, support assets, trainer or coach capability, ownership, monitoring and retirement plan.

Actions

  1. Transfer materials, assessment, support and update ownership.
  2. Embed onboarding and role-change triggers.
  3. retire obsolete guidance and old-work permissions.
  4. Review ability, behaviour, conditions and evidence at change triggers.

Evidence to retain Handover acceptance, owner register, asset versions, retirement proof and review decisions.

Decision or scoring rule Transfer completes only when operating owners can maintain, assess, support and change the capability.

Output and template Transfer rows in the Adoption Decision and Capability Transfer Register.

Acceptance gate TRANSFERRED, CHANGE, VALIDATE, ROLL BACK, RETIRE or STOP.

Leadership checkpoint The operating and People owners jointly accept ongoing responsibility.

Human control point Material role, employment or competence changes require renewed qualified approval.

Failure modes and safeguards Prevent orphan learning assets, expired owners and permanent dependence on the project team.

Change, stop or escalation condition Re-charter when operating design, role, risk, population or employment context materially changes.

Handoff to the next step Archive controlled evidence and return material redesign to the appropriate upstream standard.

4. The Evidence & Measurement Checklist

Preflight and authority

  • The accepted operating change and adoption unit are explicit. Evidence: signed charter. Owner: COO.
  • Workforce and employment authority is named. Evidence: authority register. Owner: CHRO.
  • Representative participation and challenge routes are active. Evidence: participation plan. Owner: People Lead.
  • Evidence purpose, access and retention are declared. Evidence: privacy notice. Owner: Privacy Owner.
  • Exclusions, conflicts and stop conditions are visible. Evidence: boundary record. Owner: Transformation Sponsor.

Evidence access and quality

  • Current work was observed with affected roles. Evidence: workflow observation. Owner: Process Lead.
  • Workload, access and exception evidence covers the target context. Evidence: impact pack. Owner: Operating Owner.
  • Ability evidence uses representative tasks. Evidence: practice record. Owner: Capability Lead.
  • Behaviour has an eligible-opportunity denominator. Evidence: measurement contract. Owner: Measurement Lead.
  • Sensitive workforce evidence is appropriately protected. Evidence: access audit. Owner: Privacy Owner.

Method execution

  • Each behaviour maps to task, authority and operating condition. Evidence: ability contract. Owner: Capability Lead.
  • Barriers separate ability, opportunity, authority and motivation. Evidence: barrier ledger. Owner: Adoption Lead.
  • Learning addresses an evidenced gap. Evidence: learning rationale. Owner: Learning Designer.
  • Practice includes normal and exception conditions. Evidence: scenario pack. Owner: Practice Lead.
  • Manager reinforcement resolves rather than conceals barriers. Evidence: reinforcement log. Owner: Line Executive.

Governance, privacy, security and risk

  • Consultation and employee relations follow qualified guidance. Evidence: authority record. Owner: CHRO.
  • Accessibility and accommodation routes are tested. Evidence: accessibility pack. Owner: Accessibility Lead.
  • Workforce monitoring is proportionate and transparent. Evidence: monitoring decision. Owner: Privacy Owner.
  • Safety and professional controls retain human authority. Evidence: specialist acceptance. Owner: Risk Owner.
  • Retaliation, coercion and stop routes are explicit. Evidence: safeguard test. Owner: People Lead.

Deliverables and acceptance

  • All four working files are complete and consistent. Evidence: controlled adoption pack. Owner: Adoption Lead.
  • Role and ability contracts are accepted by operating owners. Evidence: signed contracts. Owner: COO.
  • Learning and job support are accurate and accessible. Evidence: content acceptance. Owner: Capability Owner.
  • Adoption disposition is bounded and signed. Evidence: decision record. Owner: COO.
  • Open barriers have owners and release effects. Evidence: barrier ledger. Owner: Operating Owner.

Measurement

  • Ability, behaviour, outcome and guardrail measures remain separate. Evidence: measurement set. Owner: Measurement Lead.
  • Baselines use comparable populations and contexts. Evidence: baseline record. Owner: Analytics Lead.
  • Activity measures are not represented as operating outcomes. Evidence: measure classification. Owner: Independent Challenger.
  • Material segments cannot be averaged away. Evidence: segment review. Owner: People Authority.
  • Attribution is bounded to the evaluation design. Evidence: attribution statement. Owner: Finance Lead.

Decision and handover

  • Each adoption unit has one operating owner. Evidence: owner register. Owner: COO.
  • Support and escalation are accepted by steady-state teams. Evidence: handover. Owner: Support Owner.
  • Old guidance, access and routes have retirement decisions. Evidence: retirement record. Owner: Operating Owner.
  • Dissent, accommodation and appeal remain available. Evidence: decision pack. Owner: CHRO.
  • Capability maintenance has resources and triggers. Evidence: capability plan. Owner: Capability Owner.

Review, change and stop controls

  • Ability is reassessed after material task change. Evidence: change trigger. Owner: Capability Owner.
  • Workload and guardrails remain under review. Evidence: operating review. Owner: COO.
  • Employment context changes return to qualified authority. Evidence: authority gate. Owner: CHRO.
  • Unsafe or unsupported operation can roll back. Evidence: rollback test. Owner: Operating Owner.
  • Review expiry and re-charter conditions are recorded. Evidence: transfer register. Owner: Transformation Sponsor.

Measurement contracts

Measure A: Demonstrated role ability

FieldContract
Outcome or decisionDetermine whether role holders can perform the accepted changed work.
MeasureEligible role holders demonstrating required tasks within accepted limits divided by role holders assessed.
TypeLearning and readiness.
DefinitionAssess representative tasks, decisions, exceptions, controls and support use separately.
BaselineCurrent-role performance using comparable tasks where evidence permits.
SourceRole, Ability and Practice Contract.
OwnerCapability Owner.
CadenceBefore release and after material role or workflow change.
ThresholdHuman-approved hold or support decision by task risk.
GuardrailNever infer ability from attendance, self-confidence or a trivial quiz.
AttributionAttributes observed performance to the assessed task and conditions only.

Measure B: Correct behaviour opportunity rate

FieldContract
Outcome or decisionAssess whether the changed behaviour occurs when it is applicable.
MeasureEligible opportunities completed according to the accepted behaviour contract divided by eligible opportunities observed.
TypeAdoption and operating.
DefinitionExclude inapplicable cases and classify supported exceptions separately.
BaselinePre-transition workflow using a comparable opportunity definition.
SourceWorkflow evidence and Behaviour, Barrier and Reinforcement Ledger.
OwnerOperating Owner.
CadenceEach operating review period.
ThresholdNamed investigation, support, redesign or rollback condition.
GuardrailDo not create surveillance, unsafe shortcuts or metric gaming.
AttributionShows observed behaviour; it does not establish benefit causality.

Measure C: Barrier resolution effectiveness

FieldContract
Outcome or decisionLearn whether interventions remove evidenced causes of non-use.
MeasureMaterial barriers passing their accepted resolution test divided by barriers reaching a test gate.
TypeDelivery and learning.
DefinitionPreserve barrier cause, intervention, owner, test, recurrence and unintended effect.
BaselineInitial diagnosed barrier set under the same scope.
SourceBehaviour, Barrier and Reinforcement Ledger.
OwnerAdoption Lead.
CadenceAt each barrier gate and periodic operating review.
ThresholdRepeated or harmful cause returns to operating redesign or escalation.
GuardrailDo not close a barrier because communication was sent.
AttributionSupports contribution where the cause-response link is evidenced.

Measure D: Operating outcome contribution

FieldContract
Outcome or decisionExamine whether changed behaviour plausibly contributes to the intended operating result.
MeasureBounded outcome and guardrail evidence defined in the accepted change contract.
TypeOutcome.
DefinitionCompare accepted population, period, baseline and counterfactual while recording confounders.
BaselineApproved pre-change or comparison evidence.
SourceOperating records and Adoption Decision and Capability Transfer Register.
OwnerMeasurement Lead.
CadenceAt the approved outcome-learning gate.
ThresholdHuman disposition to continue, validate, change, roll back or stop.
GuardrailWorkforce, customer, service and control harms remain separate.
AttributionUse contribution language unless stronger causal evidence is valid.

Measure E: Capability ownership continuity

FieldContract
Outcome or decisionDetermine whether the operating organisation can maintain the capability without the temporary project team.
MeasureRequired capability assets and routines with accepted owner, version, resource and update trigger divided by required items.
TypeSustainability and guardrail.
DefinitionInclude learning, assessment, support, onboarding, role change, accessibility and retirement ownership.
BaselineCurrent ownership gaps recorded before transfer.
SourceAdoption Decision and Capability Transfer Register.
OwnerCapability Owner.
CadenceAt handover and scheduled capability review.
ThresholdMissing or expired critical ownership prevents transfer closure.
GuardrailDocumentation alone does not prove operating capacity.
AttributionMeasures accepted ownership conditions, not permanent adoption.

Evidence classifications used in this guide

  • VERIFIED: directly supported by inspected controlled evidence or a cited primary source.
  • INFERRED: a bounded interpretation with assumptions and alternatives visible.
  • PROPOSED: an intervention, support, disposition or threshold awaiting approval.
  • REQUIRES VALIDATION: an important claim or operating condition not yet safe to rely upon.

Source notes

  1. ILO Guidelines on Just Transition: official tripartite guidance used for social dialogue, skills and workforce-transition principles; not employment advice.
  2. NIST SP 800-181 Rev. 1 Workforce Framework: official framework used only for task, knowledge and skill structuring.
  3. CDC Training Development: official guidance used for systematic training analysis, design, development, implementation and evaluation; it does not directly support the attendance comparison, which remains PROPOSED.
  4. W3C WCAG 2.2: normative accessibility recommendation used for learning and support materials.
  5. South African Department of Employment and Labour Acts: official legislation portal; qualified employment authority must determine applicability and interpretation.

Use the method with AI

A prompt to help you work through this guide

Use this prompt to organise your analysis. Share only evidence you are authorised to provide to that model. A person must remain responsible for the decision, privacy limits and final action.

Copy and adapt

You are helping me apply the Abrasim operating guide: “The Adoption and Capability Transfer Playbook: Making Change Hold in Daily Work”.

Situation: A solution is delivered, but people, incentives, workload, skills and management routines keep the old operating behaviour intact.
Decision to make: Establish whether affected roles can and do perform the accepted changed work under supported operating conditions, then transfer the capability or make a bounded change, support, rollback or stop decision.
Scope boundary: One accepted operating change across named roles, workflows, contexts and populations, including workforce authority, role impact, ability contracts, barriers, accessible support, safe practice, workload transition, manager reinforcement, operating evidence and capability transfer.

Use only the evidence I provide. Do not invent facts, benchmarks, sources, outcomes, customer research or legal conclusions. Keep VERIFIED, OBSERVED, INFERRED, PROPOSED and UNKNOWN separate. Ask focused questions when the evidence or authority is missing.

Help me work through this method by returning:
1. An evidence table with claim, source, date, confidence and limitation.
2. The strongest competing explanations, including what would disprove each one.
3. Decision options with trade-offs, dependencies and the cost of waiting where evidence supports it.
4. The next smallest evidence-gathering action, its accountable owner and acceptance test.
5. A proceed, change, validate, defer or stop recommendation that a named human decision-maker can review.

Treat the attached Abrasim working pack as a blank working record. Do not fill missing rows with plausible data. Flag privacy/POPIA, security, accessibility, safety and authority issues. Cite primary sources for external claims and show uncertainty. End with the conditions that would make us change course or stop.

My organisation-specific evidence and constraints:
[Paste evidence, links, dates, decisions and limitations here]

Working rule: AI can help organise evidence and expose questions; it cannot establish truth, approve risk, make the business decision or replace qualified legal, privacy, security or accessibility review.

Next decision

Operate within limit, validate, change, extend support, defer, roll back or stop a bounded adoption unit using separate evidence of role ability, eligible behaviour, operating contribution and workforce, customer, service and control guardrails.

Use the cross-functional assessment to identify the opportunity, prioritised decision set and roadmap evidence when adoption crosses operating design, workforce authority, role capability, workload, incentives, manager routines, evidence and benefit or risk boundaries; follow-on adoption delivery and operating support remain separately scoped. A capable internal team or narrower specialist may be sufficient when the decision, evidence boundary, authority and required competence are narrow and independently challengeable.