Free assessment · about 4 minutes

    Is your CX foundation ready for AI?

    An opinionated readiness audit built by an operator. Twenty questions across five dimensions, a weighted score, and a personalized 90-day prep plan. Two questions are deployment blockers. Fail either and the audit calls it out plainly.

    No email required to see your score. Email only required for the full personalized prep plan.

    Question 1 of 20

    What share of your knowledge base articles have been updated in the last 90 days?

    How this assessment works

    Four minutes in, a 90-day plan out.

    01

    Answer 20 questions

    Five dimensions, four-to-five questions each, mostly yes/partial/no. Two questions are explicit blockers. Fail either and the audit calls it out plainly. Takes about 4 minutes.

    02

    See your weighted score

    Score 0–100 with traffic-light status (Green / Yellow / Red), a per-dimension breakdown showing where points came from, and your top three prep priorities. All visible without an email.

    03

    Get a personalized 90-day prep plan

    Optional email gate for the full plan: every triggered task, sequenced by phase, with named owners and effort estimates. Formatted to forward to your CX lead, or to use as a leadership-review agenda.

    Why this assessment exists

    What “readiness” actually means.

    Most AI deployments don’t fail in week one.

    The vendor demo always works. The pilot always looks good. The trouble starts in month four, when the easy intents have been won and the AI has to handle the edge cases: the gift recipient who can’t access the order, the chargeback that’s actually a fraud claim, the customer who threatens legal action over a $30 refund.

    These are policy moments, not knowledge-base moments. AI handles them as well as the underlying decision system you’ve built: the documented escalation criteria, the refund matrix, the always-escalate list. Without those, AI either hallucinates a policy or escalates everything, which kills containment and CSAT in the same quarter.

    That’s why this assessment weights SOP and policy design at 25%, the same as the knowledge base. Most readiness checklists fixate on whether you have an FAQ and an API. Those matter, but they’re not what breaks programs in month four.

    Two questions are blockers, not signals.

    Most things on this audit can score zero and still be fixable inside a 90-day prep window: missing KB articles, undocumented SOPs, untracked CSAT. Tedious to fix, but fixable.

    Two things can’t. Helpdesk API access determines whether AI can integrate with your support stack at all. If your current plan tier doesn’t include the API, AI literally has no way to read tickets, update statuses, or route conversations. The integration path doesn’t exist.

    Customer identity is the other one. If you can’t reliably answer “is this the same person who emailed last week,” AI can’t personalize, can’t detect repeat contacts, can’t link tickets to orders. Fragmented identity isn’t a polish issue. It breaks the foundational contract AI needs.

    Both are solvable. Both take real time to solve (weeks to months). And both must be solved before deployment, not in parallel with it. Calling them out as binary blockers, rather than averaging them into a score, keeps the verdict honest.

    The prep plan is the audit’s real deliverable.

    A score is a number. A traffic light is a color. Neither tells you what to do tomorrow morning.

    The personalized prep plan does. Every triggered task ties back to a specific question you scored low on, with a named owner role, an effort estimate in person-weeks, and a phase suggestion. Phase 1 (days 0–30) covers the foundational work. Phase 2 (days 31–60) covers the build. Phase 3 (days 61–90) covers enablement and dry-run.

    A typical Yellow-status brand triggers around 12–15 tasks totaling 15–20 person-weeks of effort. That’s 90 days for two or three people working part-time on the prep, which is exactly the right size to scope as a Tiny Swell readiness engagement, or to run internally if you have the bench.

    Related tool

    Already know you’re ready? See the savings math.

    The AI Customer Service ROI Calculator estimates annual savings, payback period, and cost-per-ticket reduction across three scenarios. Five inputs, CFO-ready output.

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    FAQ

    Frequently asked questions.

    What people ask before running the assessment, answered so you can decide whether it's worth your 4 minutes.

    01
    What does this assessment measure?
    AI customer service deployment readiness across five dimensions: knowledge base health, SOP and policy design, data and measurement discipline, tech stack and integrations, and team and change readiness. The output is a weighted score (0–100), a traffic-light status, and a personalized 90-day prep plan based on which questions you scored low on.
    02
    How is this different from a generic AI readiness checklist?
    Two ways. First, the weighting is opinionated. Knowledge base and SOP/policy carry 25% each because they are the substrates AI operates on; everything else weighs less. Second, two questions are explicit deployment blockers (helpdesk API access and customer identity), and failing either drops the status to red regardless of total score. Most generic checklists equal-weight everything and produce a vague middle score that doesn't help anyone decide.
    03
    Why do SOP and policy design weigh as heavily as the knowledge base?
    Knowledge base failures are obvious and fixable. AI doesn't know the answer, so it hands off. Policy failures are quieter and worse. Without documented escalation criteria, refund matrices, and always-escalate categories, AI gets to the grey area and either hallucinates a policy or escalates everything (killing both containment and CSAT). That's the failure mode that shows up in month four, not week one. So policy carries equal weight to KB.
    04
    Is the prep plan generic, or based on my specific answers?
    Specific. Each question maps to one or two prep tasks (depending on whether you scored zero or partial). The plan is assembled from your actual answers. Every task on it traces back to a specific gap you reported. If you scored full credit on a dimension, you get no tasks from it. If you failed a blocker, that task leads the plan and is flagged as gating.
    05
    Do I need to give an email to see my score?
    No. The score, status, dimension breakdown, and your top three priorities are all visible without any email. The email is only required if you want the full personalized 90-day prep plan delivered to your inbox in a forwardable format.
    06
    How long does the assessment take?
    About 4 minutes. Twenty questions, mostly yes/partial/no. The answers are typically obvious if you know your operation. Don't overthink them; first instinct is usually right. You can move forward and back through the questions before finishing.