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Agentic AI strategy and transformation

Workflow and process redesign

Redesign the workflow around its desired business outcome

An existing sequence of manual steps is being copied directly into an agent flow. The decision is how to redesign the workflow around its desired business outcome. The work begins with your actual workflow and looks for the evidence that separates intended behaviour from a consequential exception. It is particularly relevant to process owners and transformation designers. A useful outcome is an explicit account of what was examined, what remains uncertain, and which decision the evidence can support.

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The operating choices relationship

  1. Starting evidenceProcess maps

    Establish the basis for current path.

  2. Decision boundaryFuture handoff

    Locate retained decisions and exception ownership.

  3. Decision artefactFuture-state process proposal

    Retain the scoped finding and its unresolved dependencies.

Proposed working model. Commitment depends on the sponsor’s evidence review.

Decision

Frame the decision around current path

Questions and the evidence they need

Criterion / evidenceCurrent path
Inspect process maps for the relevant constraint or observation.
Criterion / evidenceFuture handoff
Inspect handoff delays for the relevant constraint or observation.
Criterion / evidenceValidation case
Inspect exception categories for the relevant constraint or observation.
Read each criterion against the available evidence before deciding that additional work is needed.

The decision is how to redesign the workflow around its desired business outcome. This is relevant to process owners and transformation designers when an existing sequence of manual steps is being copied directly into an agent flow. Name the affected workflow, the consequence of a wrong decision, and the owner who can act on the result. The initial discussion should establish which evidence is already available and which uncertainty is material enough to investigate.

The specific failure hypothesis is that automation accelerates one step while preserving a bottleneck or creating additional reconciliation. It remains a hypothesis until examined in the deployment. Existing internal tests or operating records may already resolve it; identify the uncovered question before commissioning additional work.

Mechanism

Workflow redesign must preserve necessary controls

Relationships within operating choices

Source or conditionCurrent path
Separate mandatory checks from inherited workarounds.
Crossing or choiceFuture handoff
Locate retained decisions and exception ownership.
Consequence or decisionValidation case
Compare the new process on the same accepted outcome.
Compare a bounded option with relevant alternatives. Each relationship needs evidence in the actual scope.

What this specialty examines

Workflow redesign should distinguish necessary business controls from historical workarounds. Start with the desired result and required evidence, then reconsider sequence, handoffs and exception paths. Copying every manual step can preserve avoidable delay while adding new automation complexity.

The review should separate necessary controls from historical workarounds and compare redesigned paths with the current process. Identify the normal route, relevant exceptions and the authoritative record of the outcome. Inspect the relevant business-system record, enforcement event or process evidence alongside any reported status. Keep incomplete cases visible, with an explanation of what their absence prevents the owner from concluding.

The tradeoff to make explicit

For this decision, redesign can remove unnecessary work while essential checks must remain visible and accountable. Compare the available design or operating choices against the same intended outcome. If one option removes a required control or changes the task boundary, describe that difference before treating its apparent simplicity, speed or lower effort as an improvement. The decision should expose the tradeoff instead of burying it in an aggregate score.

Preparation

Connect the working inputs to the boundary being examined

Evidence packet for current path

Illustrative working format

BasisProcess maps
Locate the business handoffs, required controls, and accountable completion owner.
ContextHandoff delays
Locate transfer of responsibility, permitted authority, and unfinished-work ownership.
ObservationException categories
Name the custodian and the conditions requiring a refreshed version.
DependencyAcceptance criteria
Separate required outcomes, consequential exceptions, and reviewer interpretation.
Illustrative preparation record. Availability, revision, and handling need confirmation.

Start with process maps, handoff delays, exception categories and acceptance criteria. Identify the owner, revision and operating context of each source. Sanitised examples may support initial design, but differences from actual conditions should remain explicit. Where direct access is unsuitable, a customer-controlled evidence or execution route may be considered, with agreed handling and retention.

The scope also needs the business sponsor, agreed expectations for a representative business hypothesis, and the authority to inspect the relevant boundary. Specify what evidence would distinguish the failure in which automation accelerates one step while preserving a bottleneck or creating additional reconciliation from acceptable behaviour. If stakeholders disagree about intended behaviour, resolve the interpretation before classifying the observed difference as a defect.

How the work proceeds

Carry current path through to an accountable finding

From the scoped material to a decision record

  1. Establish conditionsProcess maps

    Establish the existing process and its constraints.

  2. Examine the relationshipFuture handoff

    Apply the scoped check to validation case.

  3. Retain the findingFuture-state process proposal

    Record the evidence, open dependencies, and the owner’s next decision.

Proposed sequence; resolve interpretation or access gaps before relying on the next step.

Establish the problem and comparison baseline

Bring process maps, handoff delays, exception categories and acceptance criteria into a working session with process owners and transformation designers. Separate observed process conditions from stakeholder preferences and future estimates. Describe the current approach and at least one credible alternative, including simpler process improvement where relevant. The preparation output is a comparison brief with the unresolved assumptions, accountable owner and observations that would justify advancing or rejecting the proposed option.

Examine options and challenge assumptions

Compare the current process with proposed alternatives using representative cases. Include incomplete information and rejected approvals. A redesign should make recovery and ownership clearer, not merely produce a shorter diagram of the successful route.

Choose the next bounded commitment

Develop a future-state process proposal with exception ownership and validation cases from the examined alternatives. Distinguish immediate dependencies from questions that a bounded experiment can answer, and name who owns the operating or benefit measure. Recommend an advance, hold, revise or stop decision with a specific next observation. Any later expansion should depend on the agreed learning result and available capacity, rather than the completion of planning activities alone.

Indicative artefact

Make the future-state process proposal usable by its owner

Future-state process proposal

Illustrative working format

Annotated fieldFuture-state process proposal
Identify the assessed workflow, revision, and decision boundary.
Annotated fieldException ownership
Name the role, decision right, handoff, and unresolved ownership boundary.
Annotated fieldValidation cases
Name the unresolved condition, next action, and accountable owner.
Illustrative artefact structure, not a completed engagement or an observed result.

A useful decision artefact is a future-state process proposal with exception ownership and validation cases. Supporting material may include selected cases, configuration or process records, evidence references, a disagreement log and prioritised actions. Retain the case selection rationale and material disagreements alongside the result; otherwise the result may be mistaken for complete coverage.

Illustrative scenario

Examine validation case through a constructed exception

A constructed case and its decision paths

Illustrative scenario

  1. SituationCurrent path

    Removing a manual handoff also removes its undocumented approval control.

  2. Question to examineFuture handoff

    Identify the approval function performed by the removed handoff.

  3. Conditional next actionValidation case

    Preserve the necessary control in the redesigned process.

Fictional example. No executed test, customer engagement, or measured outcome is implied.

Consider a fictional situation: an agent drafts approval requests faster, but the same ambiguous approval rules continue to block completion. The scenario is illustrative, with no client engagement, executed test or measured improvement implied.

For faster approval drafts, inspect why requests are rejected or delayed. Clarifying approval rules may matter more than generating text. The future-state proposal should show how a complete request reaches the right decision-maker and how unresolved cases return for correction.

Scope and next action

Keep the conclusion within the stated business hypothesis

Confirm fit before the next commitment

Included boundaryCurrent path
This review is limited to the stated business hypothesis.
PrerequisiteProcess maps
The relevant owner must confirm access and the intended operating conditions.
Claim limitFuture-state process proposal
Commitment depends on the sponsor’s evidence review.
Bring the triggering change and existing evidence; resolve the dependency that could alter the decision.

A strategy or business-case model is decision support. It does not establish demand, guarantee financial returns, commit staffing or authorise organisational changes. Any engagement depends on an agreed scope, qualified team, authorised access and confirmed availability. Bring the affected workflow, its current configuration or process, the triggering change and the evidence already available. The immediate scope question is prompted by the situation in which an existing sequence of manual steps is being copied directly into an agent flow; confirm which missing observation would change the owner’s next action.

Ways to engage

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A little more clarity

Questions to consider.

Start with the questions that shape a better decision.

Should every existing manual step be automated?

No. Some steps are obsolete workarounds; others are necessary controls or judgement points. Redesign around the intended outcome and representative exceptions before deciding which activities should be automated.

Which process records distinguish controls from workarounds?

Start with process maps, handoff delays, exception categories and acceptance criteria. Record their revision, owner and relationship to the intended workflow. Missing context should be identified before interpreting outcomes; a sanitised fixture is useful only when its relevant differences from the operating case are understood.

How should redesigned exception paths be tested?

Separate necessary controls from historical workarounds and compare redesigned paths with the current process. Separate observed process evidence from preferences and forecasts. Include the current process and a simpler alternative. Define the learning question and advancement criteria before interpreting an experiment; activity or stakeholder enthusiasm alone does not establish realized value.

What belongs in a future-state workflow proposal?

The proposed output is a future-state process proposal with exception ownership and validation cases. Include the selected conditions, supporting observations, unresolved differences and next decision. A reviewer should be able to follow each important conclusion back to its evidence and understand the limits without depending on an undocumented explanation from the author.

When should an approval rule be fixed before automation?

Fix approval rules first when ambiguity or routing drives delay and faster drafting would leave that constraint intact. Test a complete representative request through the process before automating additional steps.

What if existing evidence already answers the question?

Review its scope, provenance and configuration before proposing new work. Existing work from process owners and transformation designers may already be sufficient. In that case, capture the decision, unresolved limitations and the change that would require another review. Additional assessment should address a real gap.

What would make the findings inconclusive?

Missing process maps, handoff delays, exception categories and acceptance criteria can prevent a reliable interpretation, depending on the case. Record the specific missing observation and its implication. The owner can supply evidence, narrow the claim or defer the dependent decision; an incomplete case should not silently be counted as a pass.

Start with the decision you need to make.

Tell us about the agent workflow you want reviewed, and where you need greater clarity. Scope and availability are confirmed together.

Book a 30 minute readiness call Get the agent release checklist

Connected disciplines

AI readiness and maturity assessment

Understand which prerequisites constrain a credible AI initiative. The review connects data access, process stability, skills, ownership and current control evidence to a bounded review of transformation decisions, giving the business sponsor a clearer basis for the next action.

Agent portfolio prioritisation

Allocate attention across competing agent initiatives. The review connects initiative hypotheses, evidence strength, dependencies and capacity estimates to a bounded review of transformation decisions, giving the business sponsor a clearer basis for the next action.

Build-versus-buy-versus-partner analysis

Choose an implementation route supported by evidence and constraints. The review connects requirements, internal capacity, vendor capabilities and ownership constraints to a bounded review of transformation decisions, giving the business sponsor a clearer basis for the next action.