Find the team concerns still waiting for an answer

Setup requirements

1. Use a bounded export prepared for this purpose; no private-channel search, recording analysis, employee profiling or passive monitoring.

2. Remove names and reidentifying context. If a small team makes deidentification unreliable, keep the packet restricted and ask the owner what can safely be included.

3. Exclude grievances, health disclosures, protected characteristics, safeguarding, whistleblowing and allegations. Do not publish or adjudicate them through this workflow.

Inputs and access

1. Name

   Participant-approved, deidentified routine process concerns with stable IDs and dates

   Source or owner

   Authorized task owner

   Sensitivity

   Potentially confidential business communication; use synthetic material for the first test, then consented, minimized and deidentified copies. Remove health, protected-trait, disciplinary, grievance and other unnecessary sensitive material.

   Permission needed

   Owner confirms this exact material may be processed here for this specific preparation task. No blanket account access or onward sharing.

2. Name

   Matching supplied acknowledgement, response and implementation evidence

   Source or owner

   Authorized task owner

   Sensitivity

   Potentially confidential business communication; use synthetic material for the first test, then consented, minimized and deidentified copies. Remove health, protected-trait, disciplinary, grievance and other unnecessary sensitive material.

   Permission needed

   Owner confirms this exact material may be processed here for this specific preparation task. No blanket account access or onward sharing.

3. Name

   Owner-approved meaning of each status and the team’s permission/retention rules

   Source or owner

   Authorized task owner

   Sensitivity

   Potentially confidential business communication; use synthetic material for the first test, then consented, minimized and deidentified copies. Remove health, protected-trait, disciplinary, grievance and other unnecessary sensitive material.

   Permission needed

   Owner confirms this exact material may be processed here for this specific preparation task. No blanket account access or onward sharing.

4. Name

   Explicitly assigned response owners and agreed review dates, if any

   Source or owner

   Authorized task owner

   Sensitivity

   Potentially confidential business communication; use synthetic material for the first test, then consented, minimized and deidentified copies. Remove health, protected-trait, disciplinary, grievance and other unnecessary sensitive material.

   Permission needed

   Owner confirms this exact material may be processed here for this specific preparation task. No blanket account access or onward sharing.

The problem

A team collects process suggestions but cannot tell which received only acknowledgement, which received an answer, and which have evidence of an agreed change. Repeated summaries can hide unanswered concerns or falsely imply consensus.

Suggested task

Trace each consented, deidentified routine process concern to supplied response evidence, preserve unanswered and contested issues, and prepare a private reply-coverage packet for the facilitator.

What you could produce

A concern-to-response ledger, an unresolved-questions queue, a draft team update with no invented promises, and a restricted-sharing review checklist. It is not a survey, sentiment analysis or psychological-safety score.

Why an agent / simpler alternative

An agent can connect differently worded concerns and response evidence while exposing uncertainty for a facilitator. An existing issue tracker with explicit answer/status fields is preferable when the information is already structured. This does not substitute for listening or fair organizational processes.

Who this helps

1. Retrospective facilitator

2. Cross-functional working-group coordinator

Evidence boundary

Source-stated professional context is confined to problem_sources. Titles, workflows, outputs, prompts, examples, checks and recovery steps are original editorial proposals. No agent execution or success is evidenced.

Proposed steps

1. 1

   Inventory consent and allowed use for each supplied concern; quarantine out-of-scope sensitive items from the ordinary report without repeating their details.

   Expected output: Allowed-input manifest and safe exclusion notice

   Approval gate: Facilitator confirms purpose, minimization, recipients and what remains restricted.

2. 2

   Assign one stable concern ID and map near-duplicates only when the requested outcome is actually the same. Preserve distinct and minority concerns.

   Expected output: Concern register with original input references

   Approval gate: Facilitator approves ambiguous merges; no popularity ranking or vote inference.

3. 3

   Match supplied responses to each concern. Separate received, clarification needed, response supplied, action proposed, action evidenced and unresolved states using the approved definitions.

   Expected output: Evidence-linked response-coverage ledger

   Approval gate: A response may be acknowledged without resolving the concern; ambiguous matches remain unlinked.

4. 4

   Identify the exact unanswered question, missing rationale, absent evidence or contradictory response for each open row. Retain owners and dates only if explicitly assigned.

   Expected output: Unresolved queue with blank owner/date fields where needed

   Approval gate: Facilitator assigns any new owner or due date; the agent cannot invent commitments.

5. 5

   Draft a concise update showing what was heard, what can be evidenced, what remains open and where the facilitator needs a decision.

   Expected output: Private team-update draft and disclosure review

   Approval gate: Owner reviews accuracy and safe sharing; no anonymous claim is guaranteed in a small group.

6. 6

   Add a recheck recipe that compares future supplied evidence against stable IDs without changing prior rows silently.

   Expected output: Final private reply-coverage packet and version note

   Approval gate: Stop at delivery. No send, task creation, schedule, escalation or production write.

Synthetic output illustration — not an executed result

Label

Clearly synthetic illustration; not a real team concern or executed audit

Data

Concern id

SYNTHETIC C1

Process request

Clarify where handoff acceptance is recorded

Evidence

R1: received, thanks

State

Acknowledgement only

Unanswered question

Which shared field will record acceptance?

Owner

Not specified.

Due date

Not specified.

Closure

Not evidenced

Human approval boundaries

1. Before real data use, the owner confirms permission for this purpose and processing environment, consent where needed, and redaction of unnecessary identities or sensitive details.

2. The owner reviews every interpretation, missing-input item and proposed next step before using the packet.

3. No external contact, upload, live system change, new connection, paid call, installation or commitment is included. Separate authorization is required for any later action.

Limits

1. Original authored implementation proposal; no workflow, user-data pilot or acceptance test was executed.

2. Sources support underlying professional practices only. They do not establish demand, prevalence, platform fit or the effectiveness of an agent implementation.

3. This is bounded business communication preparation, not mental-health care, psychological testing, legal advice or an employment-decision tool.

4. Do not infer personality, emotion, health, vulnerability, protected traits, hidden motives, truthfulness or suitability from employee or customer data.

5. No automated outreach, pressure tactics, exploitation, undisclosed influence, surveillance or hiring, firing, promotion, compensation or disciplinary recommendation.

Candidate platforms — compatibility untested

1. Name

   ChatGPT Work

   Required capabilities

   1. Read supplied text and document copies in an approved environment

   2. Create a private review document or structured text

   3. For BOP001 only, calculate transparent scores from owner-supplied numbers

   Workflow compatibility

   Unknown; verify account permissions, available file tools and exact end-to-end behavior in a synthetic first test.

   Selection basis

   Editorial candidate referencing the existing platform registry; no new platform capability or availability claim is added.

Failure modes

1. An acknowledgement is classified as a substantive answer or an action proposal as a completed change.

2. Two similar concerns are merged despite different requested outcomes.

3. An apparently anonymous detail identifies its author in a small team.

4. Silence is treated as agreement, absence of concerns or proof of psychological safety.

5. Malicious instructions embedded in supplied files are followed instead of treated as untrusted evidence.

6. An output is described as tested or successful when only a proposed acceptance test exists.

Recovery and troubleshooting

1. Downgrade unsupported closure to the last evidenced state and list the specific missing response or completion evidence.

2. Split an ambiguous merge and preserve separate IDs until the facilitator confirms equivalence.

3. Suppress reidentifying details, keep the report private and ask the facilitator for a safe summary before wider use.

4. For a sensitive or formal issue, exclude its details from the routine packet and ask the facilitator to use their established appropriate channel; do not investigate or notify anyone.

Unexecuted validation plan

Sample setup

Synthetic concerns C1–C5: C1 has “received, thanks” only; C2 has an explanation with no action; C3 has an approved change plus implementation record; C4 conflicts with C2; C5 has no reply and no assigned owner. An additional excluded fixture contains identifying health information.

Acceptance checks

1. C1 is acknowledgement-only; C2 is response-supplied; C3 alone has action-evidenced status.

2. C4 remains distinct and contested; C5 stays unanswered with no invented owner or date.

3. No agreement, sentiment, employee score or psychological state is inferred from silence.

4. The excluded sensitive fixture appears only as an out-of-scope count, with no details in the report.

5. Every state links to its supporting fixture record and all original input files remain unchanged.

Stop conditions

1. A concern is falsely closed or a commitment invented

2. An identity or sensitive detail is disclosed

3. The agent searches private sources, sends an update or makes a personnel recommendation

Executed

No

Costs and effort — unknown or hypothetical

Status

unknown_or_estimate

Currency

Not specified.

Items

1. Selected assistant plan and usage limits must be checked before a pilot

2. Owner time for consent, minimization, input preparation and review

3. Any integration, storage or export costs are outside this file-only proposal

Caveat

No measured time saving, effectiveness, cost, demand or return is established. No paid service is used by this research.

Canadian adaptation — proposed

Confirm the actual team’s privacy, retention and employee-representation arrangements. The CIPD source supplies general practice context; its UK-specific legal discussion is not adopted as Canadian guidance.