A practical workflow guide

Clearpath Intelligence

A practical AI workflow for drafting knowledge base articles.

Use AI to organize approved source material into a first draft, then have a responsible person verify the facts, test the instructions, and approve publication. This tool-agnostic guide is a planning aid; it does not promise accuracy, time savings, or any other outcome.

For knowledge and support teams

Start with one reader question, the sources that answer it, and the person who can confirm the guidance. No account is needed to use this workflow.

In this guide

Eight steps from source material to a reviewed article.

01 / Set the scope

Define the reader and the task they need to finish.

Choose one reader, one question, and one outcome for the article. “Help a new account owner reset access” is easier to draft and check than “explain account management.” Name what the reader already knows and what they should be able to do after reading.

  • Name the intended reader and the moment they need help.
  • Describe the task in observable terms, including what counts as finished.
  • Decide whether the article is a procedure, explanation, troubleshooting guide, or policy summary.
  • Record anything outside the article’s scope and where readers should go for that help.

If the process differs by role, plan separate paths or articles. Do not merge distinct instructions just to make one draft feel comprehensive.

02 / Establish sources

Gather trusted source material before asking for prose.

Collect the current approved procedure, product documentation, policy, or subject-matter guidance that supports the answer. Keep source names, owners, versions, and dates with the material so a reviewer can trace claims back to it.

  • Prefer the authoritative source over copied notes, old tickets, or informal recollections.
  • Check that each source is current and that the person supplying it can resolve conflicts.
  • Separate confirmed instructions from examples, suggestions, and unresolved questions.
  • Use an approved AI tool, minimize sensitive information, and remove personal or confidential details that are not needed.

When sources disagree or a needed detail is missing, pause that part of the draft and ask the responsible owner. Plausible wording is not a substitute for confirmation.

03 / Plan the article

Write a short brief and outline that expose missing information.

Before drafting, give the writer a small structure to fill. A good outline makes prerequisites, decisions, and expected results visible while there is still time to resolve gaps.

  • Proposed title and the question it answers.
  • Audience, prerequisites, permissions, and any required starting state.
  • The ordered steps, decision points, expected result, and safe way to recover from a problem.
  • Known exceptions, escalation owner or channel, and related approved articles.
  • The source for each important instruction and any open question that needs an owner.

Use exact interface labels and policy terms from sources. If those are not available, leave a clearly marked question for the owner instead of inventing them.

04 / Prepare a draft

Ask AI to organize approved material into a review draft.

Give the tool the brief and only the source excerpts needed for this article. Request a structured draft with source references and explicit gaps. Keep the draft in a review state; a generated answer is not an approved knowledge base article.

  • State the audience, task, article type, and required outline.
  • Tell the tool to use only the supplied sources and preserve exact names and requirements.
  • Ask it to mark unsupported or conflicting details as questions instead of filling them in.
  • Keep source references beside claims so a reviewer can check them efficiently.

Reusable draft prompt

Help draft a knowledge base article for human review. Use only the approved source material below. Do not infer missing facts or create product labels, links, policies, timings, or guarantees. Preserve exact terminology from the sources. Mark unsupported or conflicting details as [NEEDS OWNER INPUT].

Reader and task: [who needs to do what]
Article type and scope: [procedure, explanation, troubleshooting, or policy summary]
Required sections: [purpose, prerequisites, steps, expected result, exceptions, escalation]
Approved source material (include source name, owner, and date): [paste only permitted excerpts]

Return a concise outline first, then a draft with source references beside factual claims. List open questions separately. Do not present the draft as approved or ready to publish.

Use this template only with an approved tool and permitted source material. Replace the bracketed fields, and do not include sensitive details that are unnecessary for drafting.

05 / Check the facts

Verify each claim and test each procedure with a responsible person.

A fluent draft can still be wrong, incomplete, or out of date. A subject-matter owner should compare it with the authoritative sources and, when it describes a product task, follow the instructions in an appropriate environment.

  • Trace every policy, requirement, limitation, and expected result to an approved source.
  • Check that steps use current labels and work in the stated order, including prerequisites and permissions.
  • Test error recovery and escalation instructions without changing production data or bypassing normal controls.
  • Resolve, remove, or clearly flag unsupported claims, conflicting sources, and open questions.
  • Have the accountable owner approve the final wording and any customer-impacting guidance.

The reviewer owns corrections and approval. AI can help organize or phrase material, but it cannot establish that an instruction is true or authorized.

06 / Make it usable

Edit for findability, plain language, and accessible reading.

Readers often arrive with a specific question and limited context. Make the answer easy to recognize, scan, and follow without removing important conditions.

  • Use a title that reflects the reader’s task and terms they are likely to search for.
  • Put prerequisites near the start and use descriptive headings that match the steps.
  • Keep each numbered step focused on one action; preserve warnings and decision points where they matter.
  • Use meaningful link text and explain what a screenshot or diagram helps the reader understand.
  • Remove repeated background, unexplained jargon, unsupported certainty, and claims about outcomes that were not measured.

Ask someone who did not write the draft to locate the answer and follow the procedure. Their questions can reveal gaps that a copy edit will not.

07 / Control publication

Publish through the normal review and ownership process.

Use the knowledge base’s established approval controls. Record who owns the article, which sources support it, and how readers can report a problem. Set review timing according to the organization’s existing policy and rate of change.

  • Keep a clear draft-to-approval boundary and preserve the normal publication permissions.
  • Record an accountable owner and the source context needed for a later update.
  • Link related guidance only after checking that it is current and relevant.
  • Provide the established feedback or escalation path for readers who find a problem.
  • Update or withdraw the article when its source process, product, or policy changes.

Do not invent a review date or claim that an article is current unless the owner has checked and recorded that status.

08 / Learn from use

Review questions and corrections before expanding the workflow.

After publication, use the feedback and corrections available through the organization’s normal process to decide whether the article or drafting method needs attention. Treat those observations as signals to investigate, not proof that AI caused an outcome.

  • Look for repeated reader questions, reported errors, failed steps, and outdated source material.
  • Ask reviewers whether the draft saved effort or added checking work; use observed examples rather than assumed savings.
  • Record what was corrected and whether the underlying source or article needs an owner decision.
  • Keep using human review unless the organization has separately approved and tested a different control.

If the process creates privacy concerns, unreliable instructions, or extra risk, pause AI-assisted drafting and return to the established writing process while the issue is reviewed.

Before publication

A short review checklist.

  • The article answers one real reader question and has a named accountable owner.
  • Important claims trace to current, approved sources; open questions are resolved or marked.
  • A responsible person has checked and, where appropriate, tested the procedure.
  • Sensitive information was handled through an approved tool and minimized for the task.
  • The final article follows the normal approval, publication, and correction process.

Keep the organization’s normal content, privacy, accessibility, and approval controls in place. For policies or high-consequence instructions, ask the qualified owner to review the material before readers rely on it.

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