People feel the friction
Interviews reveal goals, bottlenecks, constraints, and the context behind the work.
AI Opportunity Assessment
Find the AI opportunities worth pursuing—based on how your business actually works.
ClearGuide combines leadership interviews, workflow observation, systems analysis, and observed process evidence to identify where AI and automation can create meaningful value.
You receive a prioritized roadmap and one implementation-ready first project—not a list of generic AI ideas.
A focused assessment completed in approximately three weeks.
Your assessment path
Understand the business
Observe the work
Find the opportunities
Prioritize with evidence
Define the first projects
The problem
You don’t need more AI ideas. You need a reliable way to choose.
Employees and managers know where work feels inefficient, but interviews alone can miss repeated copying, application switching, searches, handoffs, approval chasing, exceptions, and process variation.
Work crosses systems
Manual re-entry, recurring lookups, document review, communications, and handoffs can be hard to see end to end.
Decisions need evidence
Leadership needs a practical way to compare opportunities before committing budget, tools, or internal time.
See the work, not just the org chart
Interviews tell us where to look. Workflow observation shows us what is actually happening.
Traditional assessments depend heavily on meetings, questionnaires, and estimates of how time is spent. ClearGuide adds another source of evidence: targeted observation of selected workflows across approved business applications and participating users for a limited assessment period.
ClearGuide doesn’t rely only on what people say they do. We examine how work actually gets done.
→
Leadership interviewsGoals, priorities, constraints, and where friction is felt.
→
Targeted workflow observationSelected users, approved applications, and agreed business workflows.
→
Observed process evidenceRepetitive steps, handoffs, searches, variation, and exceptions.
→
AI opportunity analysisBusiness context, systems, data, feasibility, controls, and economics.
→
Implementation roadmapWhat to do now, prepare next, defer, and implement first.
Observation does not replace employee interviews.A workflow tool can show what happened. Your employees explain why. ClearGuide needs both to design the right solution.
Who it’s for
Built for business leaders who need clarity before committing.
Operational friction
Work involves recurring searches, entry, document review, application switching, communication, approvals, or exception handling.
Knowledge and handoff risk
Experienced employees carry critical process context while reviews, transfers, and disconnected systems slow the work.
Multiple ideas, no priority
Leadership believes AI could help but wants observed evidence, human oversight, and a defensible first move.
What ClearGuide examines
We examine how work moves—end to end.
The assessment combines human context with observed workflow behavior, systems knowledge, operational data, and implementation experience.
Work patterns
Repeated steps, application switching, searches, data entry, document review, communication, and recurring tasks.
Inputs and information
Emails, PDFs, spreadsheets, forms, portals, documents, requests, and system data.
People and decisions
Who does the work, what judgment is required, what employees know, and where accountability belongs.
Systems and handoffs
Business applications, duplicate entry, integrations, manual transfers, and disconnected workflows.
Exceptions and controls
Reviews, approvals, errors, security, unusual cases, and operational safeguards.
Volume and effort
How often processes occur, where time is consumed, and which activities create meaningful burden.
Data and integration readiness
Whether necessary information exists, can be accessed, and can be reliably connected.
Adoption difficulty
Training, workflow change, employee acceptance, ownership, and organizational readiness.
Practical by design
Not every problem needs AI.
ClearGuide distinguishes among AI assistants and copilots, AI agents, document AI, knowledge and search systems, workflow automation, deterministic integrations, process redesign, and work that should remain human.
Use AI where judgment-like assistance helps
Examples include extracting meaning, drafting, classifying, summarizing, and supporting decisions—with appropriate human oversight.
Use ordinary automation where rules are enough
Deterministic integrations and workflow automation are often more reliable for routing, validation, synchronization, and status changes.
Keep people accountable
Human judgment, approvals, relationships, unusual cases, and consequential decisions remain explicit in the future workflow.
The objective is not to maximize AI. The objective is to improve the business.
How it works
A focused assessment completed in approximately three weeks.
Phase 1 — On-site discovery
Leadership and representative employees clarify priorities, operational pain, high-effort processes, systems, information flows, handoffs, constraints, and existing AI or automation efforts.
Phase 2 — Targeted workflow observation
With approval, observe selected business workflows across approximately 5–15 participating users and approved applications for roughly 7–10 business days where observation is appropriate.
Phase 3 — ClearGuide analysis
Evaluate observed workflows with interviews, systems, requirements, and operational metrics across impact, effort, AI fit, feasibility, data, integrations, oversight, risk, adoption, and economics.
Phase 4 — Executive findings workshop
Answer where the biggest opportunities are, what AI or automation should handle, what should remain human, what to avoid, and what can be implemented now.
Phase 5 — Implementation roadmap
Sequence the strongest opportunities and produce an implementation-ready scope for the recommended first initiative. Implementation is separately scoped.
Opportunity scoring
Prioritize what can create value—and survive implementation.
Every priority opportunity is considered across the factors leadership needs for a defensible decision.
Business impact
Savings, capacity, revenue, speed, quality, service, or risk reduction.
Observed burden
Frequency, manual effort, handoffs, repetitive work, and process friction.
AI suitability
Whether AI is actually appropriate for the work.
Technical feasibility
Systems, APIs, data, integrations, and architecture.
Implementation effort
Complexity, cost, dependencies, and expected timeline.
Human oversight
Judgment, approvals, exception handling, and accountability.
Adoption
The employee and process change required for the solution to work.
Risk
Accuracy, privacy, financial, security, customer, and operational consequences.
Why observation matters
Example: Accounts Payable
What leadership sees
“The accounting team spends too much time processing invoices.”
What workflow discovery may reveal
Employees repeatedly open invoice emails, download attachments, search for vendors and purchase orders, compare values, re-enter information, route discrepancies for approval, and answer status inquiries.
A specific recommendation—not “use AI for accounting.”
Document extraction
Workflow automation
System integration
AI exception review
Human approval
ClearGuide determines which parts fit each solution type, then quantifies and prioritizes the implementation opportunity.
What you receive
An evidence-based package built for action.
AI Opportunity Assessment
Executive findings
Current-state workflow evidence
AI Opportunity Portfolio
Top Opportunity Blueprints
12-Month AI Roadmap
Implementation-Ready First Project
Executive Readout
Observed evidence
Show what happened and where burden appears without promising unsupported precision.
Recommended solution type
AI, automation, integration, process redesign, or human-led work.
Expected benefit
The capacity, speed, quality, service, revenue, savings, or risk outcome worth pursuing.
Dependencies and controls
Required systems, data, integrations, ownership, human review, security, and operational safeguards.
Implementation range
A practical estimate of complexity, economics, timeline, risk, and preparation required.
Decision sequence
What to implement now, prepare next, defer, and use as the first project.
Engagement scope
Typical assessment scope
The engagement is focused enough to finish and flexible enough to match the workflows, systems, and privacy requirements being examined.
Included
- One primary business unit or operating environment
- Leadership discovery session
- Interviews with key process owners and representative employees
- Targeted observation of selected workflows
- Approximately 5–15 participating users where observation is appropriate
- Approximately 7–10 business days of observation
- Detailed evaluation of the strongest opportunities
Decision package
- Top three implementation recommendations
- 12-month roadmap
- One implementation-ready first project
- Executive findings workshop
- Implementation separately scoped
- No guaranteed savings, revenue, ROI, or implementation result
Approximately three weeks
Exact scope depends on organization size, workflows, systems, privacy requirements, and the areas selected for observation.
Privacy and participation
Designed to understand work—not monitor employee performance.
When workflow observation is included, ClearGuide works with leadership and participating employees to define the assessment scope before data collection begins. The objective is to understand processes and identify work technology can improve—not evaluate individual productivity.
Selected participation
Use representative users rather than company-wide deployment.
Approved applications
Limit observation to agreed business applications and workflows.
Limited period
Define the observation window before the assessment begins.
Information protections
Confirm appropriate safeguards for sensitive business information.
Defined access
Agree who can access collected information and for what purpose.
Retention practices
Agree how assessment information is retained and handled.
Specific security, privacy, access, deployment, and retention requirements are confirmed with each organization before observation begins.
FAQ
Frequently asked questions.
Do you monitor our employees?
No. The purpose of targeted workflow observation is to understand how business processes operate, not to evaluate individual employee performance. ClearGuide works with the organization to select participating employees, approved applications, relevant workflows, and a defined assessment period. Interviews remain essential because observed activity shows what happens while employees explain the context behind it.
Does every assessment require workflow-observation software?
No. Some workflows can be evaluated effectively through interviews, system review, documents, and existing operational data. ClearGuide uses targeted workflow observation when it is likely to materially improve the evidence behind a recommendation.
Do employees need to participate?
Yes. Representative employees provide essential context and help validate how discovered workflows actually operate. Observation does not replace employee interviews.
What software do you install?
ClearGuide may use specialized workflow-intelligence software as part of the assessment. The specific deployment, participating users, approved applications, access requirements, privacy protections, and retention practices are reviewed with the organization before installation.
Are you trying to automate employees’ jobs?
No. The assessment looks for work that can be improved, including repetitive administration, information handling, searching, handoffs, document processing, communication, and other operational friction. Some recommendations may involve AI; others may involve simpler automation, better integration, process redesign, or no technology change.
What if AI is not the right solution?
That is a valid and useful outcome. ClearGuide distinguishes among AI, ordinary automation, deterministic integration, process redesign, and work that should remain human. The objective is to improve the business, not maximize AI.
Does the assessment include implementation?
No. The assessment defines and prioritizes the opportunities and produces an implementation-ready first project. ClearGuide can separately design and implement approved solutions.
What if we do not know which AI use case to pursue?
That is exactly when the assessment is useful. ClearGuide starts with business priorities and observed work, identifies the broader opportunity set, evaluates the strongest candidates in detail, and recommends what deserves action first.
Stop guessing where AI might help.
See how work actually gets done, identify the opportunities that matter, and leave with a practical implementation roadmap.