Workflow clarity
Can the team describe the actual process, handoffs, decision points, exception paths, system steps, and pain points without relying on assumptions?
Automation Readiness Assessment
Know which work is ready to automate before you invest in tools.
Automation readiness is not just a technology question. It is an operating question. The work needs to be visible, stable, measurable, and owned before leaders can confidently automate or AI-enable it.
Variation visibility
Do leaders know where the work changes by location, team, customer, market, product, channel, or exception type?
Data and measurement
Is there enough trusted data to understand volume, effort, cycle time, rework, defects, cost, service impact, and improvement potential?
Ownership and adoption
Who will own the redesigned workflow, inspect performance, resolve exceptions, support the team, and keep the automation aligned to the business?
What gets assessed
A practical readiness view before automation, AI, or workflow redesign.
The assessment is designed to help leaders identify where the work is ready for automation and where the operating model needs attention first.
01
Manual work inventory
Identify repetitive tasks, duplicate entry, manual routing, reconciliations, reviews, approvals, and workarounds that consume capacity.
02
Exception pattern review
Determine which exceptions are predictable, which require judgment, and which indicate a process, system, data, or policy problem.
03
Workflow and handoff map
Clarify how work moves across teams, systems, leaders, central support, vendors, and customers.
04
Data readiness
Assess whether the available data is accurate, complete, timely, and actionable enough to support automation decisions.
05
Operating model fit
Review roles, decision rights, escalation paths, metrics, training, and leader routines needed to support the change.
06
Use case prioritization
Rank opportunities based on value, readiness, complexity, risk, adoption effort, and fit with the business problem.
Practical outcomes
Move from automation interest to automation sequence.
The goal is to create a practical roadmap, not a generic technology wish list.
Readiness scorecard
A clear view of where each workflow stands across clarity, stability, data, ownership, value, and adoption readiness.
Prioritized use cases
A ranked list of opportunities to eliminate, simplify, standardize, centralize, automate, or AI-enable.
Risk and dependency view
Visibility into data, system, training, process, control, or leadership gaps that should be addressed before implementation.
First-wave roadmap
A practical sequence of next steps, owners, metrics, and operating routines to move from assessment to action.
Common questions
Questions leaders ask before launching automation work.
What is an automation readiness assessment?
It reviews whether a workflow is visible, stable, measurable, standardized enough, supported by reliable data, and owned by leaders before automation or AI enablement begins.
Why does readiness matter?
Automating unclear work can make problems faster, harder to see, and more expensive to unwind. Readiness helps leaders avoid scaling the wrong work.
What is the output?
The output is a prioritized view of which work to eliminate, simplify, standardize, centralize, automate, or AI-enable, along with next steps and operating owners.
Operating assessment
Use the 180-Day Operating Assessment Checklist.
Use the checklist as a broader starting point for assessing workflow, ownership, variation, metrics, capacity, and automation readiness before changing the operating model.