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Diagnostic

CX Systems Diagnostic

Find the source of customer friction across teams, systems, ownership, and handoffs.

Diagnostic

Lifecycle Risk Review

Learn which customer signals matter, who should respond, and what to improve before renewal risk becomes urgent.

Diagnostic

CRM Workflow Audit

Find where CRM workflows, data, automation, and ownership get in the way of customer work.

Free toolsBrowse all six

Free CX and AI Tools

Use six free tools to evaluate AI use cases, map handoffs, sort feedback, review CRM data, and plan service recovery.

Free tool

AI Use Case Stress Test

Identify readiness gaps, ownership questions, failure points, and the smallest useful AI test.

Free tool

CX Handoff Mapper

Map a customer journey across people, teams, and systems to find weak handoffs and missing owners.

Free tool

AI Evaluation Builder

Turn an AI task and its failure modes into a rubric, test cases, reviewer rules, and stop conditions.

Free tool

CRM Data Health Sampler

Review a CSV sample for missing values, duplicates, inconsistent formats, and fields that may not support the workflow.

Free tool

Service Recovery Planner

Turn a customer failure into a recovery plan with clear ownership, timing, communication, and follow-up.

Experience design

AI Customer Experience Design

Design AI experiences with clear roles, trustworthy context, human judgment, safe recovery, and measurable outcomes.

Customer problem

User Adoption Fatigue

Find why people verify, correct, or bypass a workflow, then fix the work before asking for more adoption.

Customer problem

Executive Misalignment

Turn competing priorities into a clear decision, accountable ownership, and a practical operating sequence.

Workflow guide

Salesforce Tracing

Follow customer work through Salesforce records, automation, ownership, handoffs, and outcomes.

Workflow guide

Cross-Functional Handoffs

Find where customer context, ownership, or urgency gets lost between teams and systems.

Workflow guide

Service Escalation Maps

Map the conditions, ownership, authority, context, and response needed before a service issue becomes a failure.

Workflow guide

AI-to-Human Routing

Design routing around clear boundaries, safe pauses, useful context, human authority, and accountable outcomes.

AI tooling

AI Copilot Design

Bring trusted context into real workflows, support better decisions, and keep people accountable for the outcome.

AI tooling

PII Scrubbing for AI Workflows

Reduce unnecessary personal data in AI workflows with clear boundaries, tested transformations, and accountable review.

AI tooling

Prompt Injection Controls

Reduce prompt injection risk with clear trust boundaries, limited permissions, enforceable policy, and adversarial testing.

Start here

Fit Check

Find out whether your customer experience, CRM, or AI initiative is ready for a useful next step.

Contact

Contact Matt Rabah

Share a customer experience, lifecycle risk, CRM workflow, or AI readiness problem and get a direct response.

Solution · Executive misalignment

If everyone agrees, why is every team doing something different?

Shared language isn't the same as a shared decision. Name the outcome, boundaries, evidence, owner, and tradeoffs before another roadmap turns disagreement into more work.

The problem

Agreement is easy. A decision has tradeoffs.

Leaders don't need the same perspective. They need a clear way to choose an outcome, accept constraints, assign authority, and decide what happens first.

Without that choice, every priority survives. Teams optimize their part, technology carries the unanswered questions, and activity looks like progress.

Visible signals

Look for agreement that changes nothing.

Support only matters when it guides choices across teams.

  1. 01

    The words match, but the decisions don't

    Leaders repeat the same strategy while choosing different outcomes, priorities, and owners.

  2. 02

    The roadmap grows because nothing gets ruled out

    Projects and platforms pile up because every priority survives the meeting.

  3. 03

    More people join, but no one can decide

    Committees get larger while authority to resolve tradeoffs stays unclear.

  4. 04

    Technology becomes the decision

    A platform or AI initiative moves ahead before leaders agree on the work it should improve.

What needs agreementClarify shared outcomes, boundaries, ownership, measures, and escalation rules.Explore conditions

Alignment conditions

Decide what the enterprise shares and what teams can adapt.

Stop debating the initiative in the abstract. Decide the conditions that will govern real work across the enterprise.

01

Outcome

What needs to be different when this works?

Define a result that connects customer impact, operating performance, and business value.

02

Scope

What are we solving, and what are we not solving?

A real boundary keeps every local concern from becoming part of one endless program.

03

Authority

Who can make the call and own the result?

Participation isn't ownership. One sponsor must be able to close the decision and accept its tradeoffs.

04

Evidence

Which facts will guide the choice?

Separate customer and operating facts from assumptions, interpretation, and advocacy.

05

Boundaries

What stays consistent, and what may adapt?

Define the shared outcome and safeguards, then allow local choices where customers, markets, or risks differ.

How to close the decisionMove from framing the disagreement to assigning owners and testing the choice.Explore the path

Decision path

Turn different views into one accountable choice.

Keep disagreement visible, then make the tradeoffs clear enough for people to act.

  1. 01

    Frame

    Name the decision, not the initiative.

    State the customer impact, operating effect, urgency, and accountable sponsor.

  2. 02

    Choose

    Pick the outcome and accept the tradeoffs.

    Record the criteria, chosen direction, rejected options, constraints, and resources.

  3. 03

    Commit

    Turn the choice into owned work.

    Assign decision rights, handoffs, dependencies, support, escalation, and the first change.

  4. 04

    Review

    Decide what could change the direction.

    Set customer, workflow, performance, and risk measures with a clear review point.

What evidence mattersSeparate observed facts from assumptions across customers, teams, systems, and risk.Explore evidence

Evidence

Build one account of the problem before choosing the fix.

Bring customer, operating, commercial, and technical facts together without letting one function define the whole problem.

Evidence principle

Keep facts, interpretations, assumptions, and advocacy separate. Say where the evidence is weak.

01

Customer and business consequence

What customers experience, what the business loses, and which result leaders expect to improve.

02

The real workflow

How work moves through teams, systems, handoffs, exceptions, and recovery outside the slide deck.

03

Authority and constraints

Who can decide, which limits shape the choice, and where formal titles differ from practical control.

04

Measures and decision history

How teams define success, which choices were delayed or reversed, and why earlier efforts stalled.

What you leave withSee the decisions, owners, measures, and next actions produced by the work.Explore outputs

Practical outputs

Leave with decisions people can use.

Make the direction, tradeoffs, ownership, and review conditions clear after the meeting ends.

  1. 01

    Shared decision brief

    The problem, outcome, scope, evidence, constraints, uncertainty, and decision owner in plain language.

  2. 02

    Decision record

    What was chosen, what was rejected, which tradeoffs were accepted, and what could reopen the choice.

  3. 03

    Decision-rights map

    Who decides, who contributes, who acts, where work crosses boundaries, and how issues escalate.

  4. 04

    First operating sequence

    The smallest useful order of workflow, ownership, data, and technology changes with a review point.

Diagnostic paths

Start with the decision leaders can't close.

The right diagnostic depends on whether the disagreement is about the customer system, an AI use case, or CRM workflow.

01

CX Systems Diagnostic

Use this when leaders disagree about the cause, ownership, or first fix for customer friction.

Review the diagnostic

02

AI Service Readiness Review

Use this when leaders support AI but haven't aligned on workflow, oversight, risk, or success.

Review the diagnostic

03

CRM Workflow Audit

Use this when teams disagree about what the CRM should enable or which signals they can trust.

Review the diagnostic

Fit

Use this path when leadership can make the decision, not just discuss it.

This work helps when a sponsor can resolve tradeoffs and change work across teams. It isn't facilitation for a decision that has already been made or a substitute for real authority.

Start a fit check