Find documentation gaps in incoming support tickets
Source-backed example. Practical decision guidance is proposed and untested; this is not a full implementation guide.
The problem
Support teams see recurring customer confusion but may struggle to turn individual tickets into a prioritized list of missing help content.
Agent job
Scan incoming support tickets against company knowledge and suggest documentation gaps for human validation.
Expected output
A reviewable set of help-document suggestions linked to the support context, without assumed issue creation or publication.
Where this framing comes from
Core problem: Editorial purpose framing
Agent job: Editorial purpose framing
Expected output: Editorial purpose framing
Relevant job roles: Editorial purpose framing
Benefit type: Editorial purpose framing
Editorial framing and outcome limits
Describes the task’s purpose and intended output; measured benefit, safe unsupervised operation and successful delivery are not established by this framing.
Editorial synthesis based on the linked source. This framing does not add evidence of successful delivery or results.
Case-specific decision guidance · untested
Case-specific decision guidance and first checks are original proposals. The linked source supports the attributed task; this added guidance has not been executed.
A support lead may repeatedly explain the same product behavior without knowing whether the help centre lacks an answer or customers simply cannot find it. Ticket wording alone can blur those two problems.
A linked suggestion queue could separate missing content, unclear content and discoverability issues. That gives a documentation owner something concrete to assess before creating another article that duplicates existing material.
Why an agent / simpler alternative
Useful judgment
Compare customer questions with existing explanations and identify the unanswered part.
Simpler alternative
Use ticket tags and manual sampling when categories are stable and documentation coverage is obvious.
Unsuitable when
Tickets cannot be linked to the applicable product version or knowledge base.
Proposed inputs
Name
Ticket sample
Owner
Support lead
Minimum scope
Redacted issue text, product area and relevant version
Quality check
Remove secrets and unrelated customer details.
Name
Help-content snapshot
Owner
Documentation owner
Minimum scope
Relevant article text, URLs and revision dates
Quality check
Confirm which articles apply to the sampled product version.
Access and setup — proposed or unknown
Proposed minimum
Read-only ticket exports and documentation copies.
Compatibility unknowns
Unknown: exact runtime, ticket access and knowledge-index freshness.
External actions requiring approval
Creating tracker issues, publishing documentation or disclosing ticket content.
Expected deliverable and review checks
Proposed artifact
Gap queue with ticket references, existing coverage, proposed reader question and uncertainty.
Critical checks
Each suggestion explains the missing answer.
Repeated tickets are grouped without claiming representative prevalence.
Missing output evidence
No accepted article, verified issue creation or improvement in support outcomes is established.
Failure signals and proposed responses
Signal
An existing article already answers the question.
Why it matters
Another article could fragment guidance.
Proposed response
Reclassify as wording or navigation review and cite the existing section.
Signal
Different product versions produce opposing answers.
Why it matters
A combined suggestion could teach incorrect behavior.
Proposed response
Split by version and ask the product owner to resolve applicability.
Effort and cost — unknown
Setup work
Select a bounded ticket sample and align document versions.
Ongoing review
Have support and documentation owners validate proposed gaps.
Unknowns
Unknown: indexing costs, sampling effort and accepted-suggestion rate.
First check — proposed, unexecuted
Status
proposed_unexecuted
Synthetic fixture
Three fictional questions: one answered verbatim, one absent from help content, and one tied to an older version.
Acceptance checks
Only the absent answer is labelled a clear content gap.
Version ambiguity remains explicit.
Stop conditions
Product behavior must be invented to propose an answer.
Limits
Editorial triage proposal; publication and downstream issue handling are separate decisions.
Editorial relevance from the title and source-supported actions; not evidence of the operator’s occupation.
Hermes AgentIndependent testing: No
Editorial candidate. This is source-backed reporting or a documented workflow. BotCurrent has not independently tested this task. A proposed Canadian adaptation is not evidence of a Canadian deployment or compliance certification.