Playbooks. Lessons learned, searchable.

CallMerlin Playbooks are knowledge procedures distilled from closed cases: symptom, cause, fix, and prevention. A workspace admin adds them to the knowledge base. Merlin searches them automatically for similar problems in each new session, without a separate Ops page.

Close a case with four fields. Add the lesson to the knowledge base. Merlin finds it on the next similar question.

Professional plan. Same as Cases.

Someone asks: HubSpot sync fails. Merlin searches the knowledge base and shows the saved fix.

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CallMerlin · knowledge base

Merlin searches playbooks in the knowledge base.

playbook · hubspot-tokenPlaybook

Knowledge procedure · from case #142

HubSpot sync fails

OAuth token expired after 90 days.

Next steps

Show in chatOpen case #142New case

What a playbook contains

Four fields from case closure, searchable for the whole team.

FieldPurposeLength
SymptomWhat did the user see?1–3 sentences
CauseWhy did it happen?1–3 sentences
FixWhat resolved it?Steps
PreventionHow do you prevent recurrence?1 action
Playbook badgeVisible in knowledge sourcesAutomatic
Searchable fromNew chat sessionImmediate

When do you use a playbook?

L1 support before opening a new case.

Connection not working

Merlin searches playbooks first before suggesting a new case or escalation.

New employee onboarding

Standard procedures from past cases as answers to how-do-I questions.

Recurring support fix

Expired token, wrong scope, forgotten whitelist: document once.

Playbooks work with

HubSpot
Moneybird
Slack
Zendesk
Google

This is just one example of the many combinations possible.

Cases and knowledge base →

Frequently asked questions about Playbooks

Close a case with four fields. An admin clicks Add to knowledge base on the case.

Stop searching fixes in Slack. Save it as a playbook.

Document once, get the answer instantly every time after.

Start free trial

Professional plan. Same as Cases.