AI assistants

Unresolved issue brief: what to prepare for an employee after an AI conversation

AIROBO Editorial · published 2026-10-23

An unresolved issue brief should tell an employee what remains unanswered, which messages support the facts, and what decision requires human judgment. Include the user's request, verified information, gaps, and a next step. The brief prepares material for review; it does not replace the original conversation, fact-checking, or the employee's decision.

Unresolved issue brief: what to prepare for an employee after an AI conversation

Prepare a brief when progress requires missing evidence or a decision outside the AI's assigned task. Focus on one question an employee can investigate, rather than summarizing everything. Below are preparation steps, a template, and review criteria.

1. Identify one unresolved question

Start with “Determine whether…” or “Confirm which…”. Identify the decision, not an emotional assessment. “The user is unhappy” does not explain what needs checking. Separate multiple questions, each with its own supporting evidence.

Specify the expected outcome: clarification, document confirmation, or an acceptable next action. Record the user's preference separately; a requested outcome is not an agreed decision.

State the reason for human review briefly, such as “The supplied material contains no confirmation.” The brief should expose a specific gap, not catalogue every situation requiring human involvement.

2. Complete fields that can be checked

Record the original request and relevant facts. Link important claims to a message excerpt, document title, or reference accessible to the employee. Label self-reported information “according to the user”; this is not independent verification.

Include relevant clarification attempts, material reviewed, and why the question remains open. A complete message-by-message account is not always necessary, but the employee must be able to check the summary against the original.

Use the template below. Mark missing information “unknown,” “not provided,” or “requires verification,” rather than guessing. Include deadlines only when actually stated, identifying who set them without implying an agreed commitment.

3. Check meaning, sources, and unnecessary data

Compare the brief with the conversation: have conditions disappeared, certainty increased, or attribution changed? “The document may have been sent” must not become “The document was sent.” AI speculation is neither the user's position nor a company decision.

For international teams, check translation separately. Preserve negatives, conditions, dates, and document names. Retain ambiguous terms alongside their original wording and flag them for clarification. Do not introduce promises or remove limitations.

Remove passwords, access codes, and irrelevant details. Where a link to an approved workplace repository suffices, avoid copying entire documents. The responsible employee determines necessary data and permitted recipients under organizational rules.

4. Hypothetical training scenario: an unclear instruction version

Hypothetical training scenario: a user asks which of two instruction documents applies to a work report. Both are supplied, but neither is confirmed as current. This fictional exercise describes no AIROBO customer, feature, or result.

The unresolved question concerns the applicable instruction version, not the entire report. List both document titles, preserve the user's question, and flag the missing confirmation. A later file date alone does not establish approval or applicability.

The completed example appears below. It deliberately leaves the answer open: it neither selects a document nor promises employee approval. It identifies the confirmation needed. For actual work, replace fictional labels with relevant document links.

5. Try preparing the brief with the supplied context

Use an anonymized conversation excerpt or the training material above. AIROBO's AI roles work with supplied context and assist with work tasks. You can request help organizing that material into brief fields; this does not establish a built-in conversation handoff mechanism.

Suggested prompt: “Using only the supplied context, prepare an unresolved issue brief from the template. Separate user statements from document-supported facts. Mark unknowns explicitly. Do not decide for the employee.” A person must check sources, omissions, and any added claims.

Keep boundaries clear. Preparation and structuring fit the described task. Network availability and provider terms require separate checks. Access to external documents is not established here. Recipient selection, permission to share information, and the final decision remain human responsibilities.

6. Assess readiness by criteria, not polished wording

A brief is ready when the employee can identify the unresolved question without rereading everything, important claims have checkable support, and unknowns remain distinct from established facts. Revise it if any criterion fails.

Make the next step specific and bounded: confirm a version, check a condition, or clarify a missing fact. “Handle the inquiry” is too broad. Do not guess the owner; flag an unidentified recipient as an organizational question.

After deciding, the employee can add the answer and its basis, distinguishing the original uncertainty from the later conclusion. Until then, keep the issue open. Fluent AI text and completed fields do not resolve it.

Practical tool

Fill-in brief template with review criteria

  1. Unresolved question: ____. Check: one decision, not a broad conversation topic.
  2. User's request: ____. Check: a preference is not presented as an agreed outcome.
  3. Necessary context: ____. Check: conditions affecting the answer are preserved.
  4. Verified information and evidence: ____. Check: each important claim maps to a source.
  5. User-reported information: ____. Check: separate it from independently verified facts.
  6. Clarifications or material already considered: ____. Check: relevant actions only, without invented results.
  7. Unknown or conflicting information: ____. Check: explicit gaps, not assumptions.
  8. Next action and responsible person: ____. Check: specific action; recipient confirmed or marked unidentified.
  9. Deadline and its basis: ____. Check: identify its actual source or write “not set.”
  10. Reviewed by employee: ____. Check: meaning, sources, translation where needed, and information to be shared.

Educational example

Hypothetical training scenario: completed brief

  1. Hypothetical training scenario: all circumstances are fictional and for practice only.
  2. Unresolved question: which instruction version applies when preparing the work report?
  3. User's request: identify the applicable instructions before continuing report preparation.
  4. Supplied context: two documents provisionally named “Instructions A” and “Instructions B.”
  5. Evidence: both texts appear in the training material; the current version is unconfirmed.
  6. Reviewed: two versions exist; neither has been established as current.
  7. Gap: which document is approved for this task is unknown.
  8. Next action: obtain confirmation from the person responsible for the instructions; the specific recipient is unidentified.
  9. Deadline: not set. Completion criterion: the employee obtains confirmation of the applicable version and records its basis.

Summary

A useful brief contains one clear question, checkable evidence, explicit gaps, and a concrete next step. Fidelity to the conversation and usefulness for decision-making matter more than length.

AIROBO can assist with preparing and structuring supplied material. People remain responsible for checking content, deciding whether information may be shared, and making the decision.

Frequently asked questions

How does a brief differ from a conversation summary?

A summary covers the conversation broadly. A brief focuses on an unresolved question, its evidence, missing information, and the action needed for further review.

Must the entire conversation be attached?

Not necessarily. Preserve relevant excerpts and access to the original context within permitted access rights. Do not omit conditions that affect the answer.

What if information conflicts?

Record both versions, their sources, and the disagreement. Do not choose without evidence. Make confirmation from the responsible person the next step.

Does a completed brief prove the AI's answer is correct?

No. Completed fields show organization, not accuracy. An employee must check claims against sources and independently assess the possible decision.

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