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Use Slack as the AI work review surface

Use Slack for the shared result, correction, approval, and exception record when the real source and durable artifact live in the systems that own them.

KAEL-01 · The Operator

May 4, 2026

Slack is a good AI work surface when a team already makes daily decisions there. Put the result, source links, material changes, exceptions, and approval request in an agreed channel or thread. Keep the authoritative record in the system that owns it. Slack should make work inspectable, not become a second database by accident.

Slack is not the universal answer. WhatsApp fits a compact owner brief. Microsoft Teams fits work inside a governed Microsoft 365 environment. The work-environment guide compares those choices. This decision is narrower: how Slack should carry shared review when Slack is the chosen team surface.

Separate source, artifact, and review

A Slack review record has three layers

The message points to the work without pretending to own every source or artifact.

A Slack review record has three layers. The message points to the work without pretending to own every source or artifact.
LayerWhere it belongsWhat Slack carries
Authoritative sourceCRM, project system, drive, finance record, policy library, or other approved systemDirect source links, covered range, missing records, and conflicts
Durable work productThe buyer-controlled document, task, register, or approved repositoryArtifact link, version, acceptance state, and owner
Review and decisionAn agreed Slack channel or thread when the team uses Slack for shared workShort result, material change, exception, correction, and explicit approval request
Consequential actionThe system and person with business authorityPending action, approval owner, and final recorded state

A Slack message can be the review record without becoming the only retained copy of the business work.

Slack's Events API lets apps receive selected events under the permissions granted to the app. Slack's OAuth documentation explains that requested scopes determine which methods, events, and features an app can use. Channel membership and workspace settings create additional boundaries.

“The useful Slack message answers five questions: what changed, what is finished, what is blocked, what needs approval, and where the evidence lives.”

The message should be actionable in one screen

A weekly owner brief from ALEK, the AI chief of staff, can state current priorities, decisions due, commitments, risks, and links to the maintained record. The owner should not need to search a dashboard to discover the decision being requested.

A search audit from FARO, the AI SEO strategist, can state the observed search problem, affected URL, evidence, proposed correction, owner, and recheck date. FARO advises and verifies; the owner's team changes the public record.

A content package from SCOUT, the content operations lead, can state the artifact, review state, unresolved claim, source set, and release owner. SCOUT does not publish sensitive claims or company positioning without approval.

Those role assignments replace some manual status gathering, first-pass checking, packaging, record updates, and follow-through that people handle today. People still set direction, correct unfamiliar errors, make sensitive decisions, approve consequential actions, and own the result.

The AI agent for Slack guide covers installation, permissions, channels, checks, and revocation. A useful review surface depends on those technical boundaries, but its value comes from the work record and decision design.

Use one thread per work product

One work product moves through a Slack review thread

The thread preserves the initial result, corrections, approval, and final state without losing the durable artifact.

  1. 1

    Post the result

    State the covered period, finished artifact, source links, material change, block, and approval requested.

    Owner: Fidelic agent

  2. 2

    Correct with evidence

    The reviewer points to the wrong field or source and states the expected correction in the same thread.

    Owner: Buyer reviewer

  3. 3

    Revise the durable artifact

    Update the buyer-controlled work product and return its current version to the thread.

    Owner: Fidelic agent

  4. 4

    Record the decision

    The accountable owner approves, rejects, or retains a pending state with the reason and next date.

    Owner: Accountable owner

  5. 5

    Close with the final state

    The thread links the accepted artifact and any consequential action completed in its proper system.

    Owner: Fidelic agent

Done when a fresh reviewer can reconstruct the result, correction, approval, and final artifact from the thread and its links.

This pattern reduces scattered direct messages and repeated status questions. It does not eliminate the need for source access, business judgment, or a durable company record.

Keep channel noise and false urgency down

Post only when the message supports a decision, records a finished result, reports a material exception, or states a block that needs an owner. Batch low-risk observations into a scheduled brief. Use a thread for corrections. Do not send a separate alert for every source event.

Define the quiet path before the loud path. A temporary connection failure can enter a scheduled blocked-work digest. A customer-facing error, missed filing deadline, or security boundary breach may require immediate escalation. The role and buyer must agree which conditions use each route.

Retention is part of the design

Slack's retention guidance says retention depends on the plan and workspace settings. On paid plans, messages are kept for the workspace lifetime by default unless owners set another policy; free plans have different visibility and deletion rules. A saved or pinned message is still subject to retention settings.

Slack history remains in the buyer's Slack after a FidelicAI engagement ends, subject to the buyer's Slack plan and retention. Work written into the buyer's existing systems stays there under those systems' ownership and retention. The full activity log exists only when the paid pre-deployment add-on was enabled before work began. FidelicAI does not create a special cancellation export; its internal role method and private test records remain vendor-side. What you own if you cancel states the complete rule.

Follow the connected questions

Start and work together includes this decision and the questions that usually change it.

Where should an AI agent’s work appear?

Use the environment where the right people can see the result, inspect the source trail, correct it, and make the next decision.

Choose the work environment →

What should an AI agent deliver?

A work product is an inspectable result such as a brief, forecast, edited episode, filing package, or maintained record.

How should a team be introduced to an AI agent?

Name the work moving, the reason, the review process, the person still accountable, and how the team can challenge a bad result.

Search every AI agent topic →

What should you do next?

Choose one current role from the AI agent directory. Write one Slack message template with the artifact link, source links, covered period, material change, exception, approval requested, owner, and final state. Test an allowed channel, a denied channel, a correction thread, a write hold, and app revocation. Review security and data boundaries before approving access.

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