Badge the draft as the company that wrote it, carry the instruction it was written under alongside the sources, and hand the post to the named community lead who releases it.
A question is posted, and what makes an answer wrong is the silence about who wrote it.
02
An answer is drafted under Part 255, which are Guides read into Section 5 rather than rules.
Reason
03
A board where an employee posts unbeknownst to it is Example 8 at 16 CFR 255.5(b).
04
A duty to guide, monitor and remedy sits at 255.1(d), which says of itself "While not a safe harbor".
05
A support thread is not a review platform, so 465.1(d) leaves most of a forum outside Part 465.
Decide
06
An answer never runs under an invented name, which is what 465.2(a)(1) treats as a misrepresentation.
07
A member in the EU reads it, and Article 50(1) asks only that a person be told an AI answered.
Out
08
A notice arrives about a thread, and DSA Article 16 owes a reply, with no exemption for a small forum.
09
Execute write actions only inside the approval boundaries agreed during implementation.
→Product statement
Drafting, badging and sourcing belong to the agent. Posting belongs to a named community lead, who puts the answer into the thread and answers for it.
Example workflow
One question, thread to post
AgentHuman
1Question receivedCommunity threads, product boards, knowledge-base comments or docs feedback
2Sources assembledThe documentation, the release notes, the known-issue records and the prior threads, each named
3Answer draftedThe draft, the badge it will carry, the sources under it and confidence
4Controls appliedBadge checks, persona checks, source checks and drafting confidence
No human action required
Stages 1 to 4 run unaided, and nothing is posted at any of them — the agent is drafting, and the community lead lane opens at the badging gate.
5DecisionSplits at the badging gate
Badge and sources complete
Goes to the named community lead.
Anything unsourced
Adds a moderation lead read first.
Community lead review
The draft is held with its badge, its sources and the instruction it was written under.
Post · Add source · Send to moderation review
Posted — by the named community lead▼
6Community and knowledge records updatedOnly where write access and records policy allow it
7Outcome evaluatedBadge coverage, source accuracy, lead corrections and what review found
Corrections
Each community lead correction is counted in the evaluation.
What should not run autonomously
Human approval stays in control
Outside the boundary — human approval required8 items
Posting an answer into the community.
Taking a post down after a notice.
Deciding a disclosure is not needed.
Answering under a human name.
Automation boundaryAgent acts unaided
✓Draft the answer from the documentation on file.
✓Carry the company badge into the draft it writes.
✓Name the documents, release notes and threads behind each answer.
✓Flag a question the documentation on file will not settle, and hold it.
Nothing is posted except by a named community lead, inside the agreed boundaries.
Judging whether a badge reads clearly enough.
Telling a regulator that a posting was disclosed.
Deciding what a community may not discuss.
Changes to the badging, instruction or moderation rules.
Example output
One community answer, annotated
This serves a community team who may have to show who wrote a helpful post and what it said about them; below is one answer exactly as the agent leaves it.
Answer record · single threadIllustrative example
Thread
Recorded as
Board
Evidence of record
Confidence
Held for
Connector timeout, integrations board
Drafted from the release notes
Company badge attached
Release note, 4 August 2026
Held unposted
The named community lead
As receivedDrawn from the release notes and the known-issue record on file, and it claims nothing beyond them.
What the record holdsRelease noteKnown-issue recordPrior community thread
Why no post herePosting into the thread is a judgement the community lead makes.
ActionPostAdd sourceSend to moderation review
What the score decidesBelow the configured threshold the draft gets a moderation read before the lead sees it.
Value
Where AI adds value
The same four claims, placed at the point in the workflow where each one applies.
Where the value landsValue 01 – 04
Every answerFrom the thread it belongs to
03Evidence
Where the answer came from
Social community management works brand channels and audience support works viewers; this is the product community the company runs, where the poster works there and the post has to say so.
01Approved path
The badge is the whole case
A post your own agent writes is your own content: Section 230 covers what a customer says in the thread and never what you say in it.
02Human review
What was checked, and not found
Checked across the instruments surveyed: nothing is filed, nobody signs, and no record-keeping duty sits in Part 255, Part 465 or the DSA for an ordinary company running a forum.
04Build an evidence trail
The post, the badge it carried and the instruction behind it stay together.
Integrations
Typical integrations
Five system groups connect to the same agent. Which of them are in scope is decided in discovery.
Community platformsKhoros · Higher Logic Discourse · Salesforce Experience Cloud
Knowledge bases and docsZendesk Guide · Confluence Document360 · Guru · doc sites
Support desks and ticketsZendesk · Freshdesk · Help Scout Salesforce Service Cloud · Intercom
Agent
Community answers and badging
Reads the thread Drafts the answer Holds for the lead
Identity and moderationOkta · Entra ID · community SSO Moderation queues and flag routing
A board-level badging figure can read clean while peer-to-peer product boards carry most of the corrections. Nestack reports the correction rate by board, not only in total.
Slice performance — reported separately, not only in aggregateIllustrative example
Slice
Failure rate
Lift
Lift vs. threshold
Status
Peer-to-peer product boards
10.7%
3.7×
Review
Cross-posted vendor threads
7.6%
2.6×
Review
Docs comment threads
4.8%
1.7×
Watch
Badged support boards
2.4%
0.8×
Normal
Bar: correction-rate lift vs. badged-support-board baseline · scale 0–4.0× · tick marks the 2.0× review threshold2 of 4 slices over threshold
Evidence-linked improvement
What an unbadged post costs
A loop shuts when the post that carried no badge is a standing case. That suite is what the next answer published is measured against.
Improvement cycle · five stagesSwitchback — the path turns at Improve and returns at Learn
01Detect
Correction rate rises on peer-to-peer product boards.
02Diagnose
The helpful answer near the top of the thread, written by someone who works there and saying so nowhere, is worked backwards until one cause is left standing.
03Improve
A change ships numbered, and the posts that caused it travel beneath it.
04Verify
Each touched post case is run once more, and one red stops it.
05Learn
The case is kept for good, and the badging rules move with it.
Learn → DetectThe return edge. The next answer is measured against a suite one case longer.
Typical build scope
Twelve workstreams across six weeks
The build scope read against the delivery timeline. Week structure follows the six-week plan — discovery, threads, answer drafting, evaluation, integration, then production validation and handover.
WorkstreamWeek 1Week 2Week 3Week 4Week 5Week 6
01Community-workflow and automation-boundary scoping.
02Community, docs and desk sources.
03Instruction-to-answer and disclosure-coverage mapping.
04Thread and document ingestion.
05Answer, source and badge binding.
06Badging scoring and review routing.
07Community lead posting workflow.
08Community-platform integration.
09Badge and instruction cases.
10Guardrails and badging controls.
11Post-trail instrumentation.
12Deployment, documentation and Agent Care handover.
12 workstreams · 6 weeks · bar shows the weeks a workstream is active — several run in parallelFinal scope and sequence confirmed in discovery
Engagement tiers
What each tier includes
Rows are the capabilities named in each tier's scope. Higher tiers include everything below them.
Capability✓ in scope · — not at this tierPilotOne board, one monthProductionProduction community workflowAdvancedMultiple boards / languages
Introduced at Pilot
Answer drafting to your documentation✓✓✓
Named community lead posting✓✓✓
Community-thread baseline✓✓✓
Introduced at Production
Reporting by board—✓✓
Moderation review workflow in your systems—✓✓
Approved write-back—✓✓
Forum-platform integration—✓✓
Introduced at Advanced
Multi-board badging rules——✓
Cross-board answer packs——✓
Large thread archives——✓
Multi-board badging controls——✓
Build priceFrom $5,000From $8,000Custom quote
Final build priceConfirmed after discovery based on integrations, workflow complexity, thread volume, approval controls and deployment requirements.
Separate from buildBuild pricing is separate from recurring Agent Care, which covers managed monitoring, evaluations, incidents and verified improvements after launch.
What we need from you
What you bring, and what we build with it
Each input maps to a piece of build scope and a week in the delivery timeline.
You bringWe build with it
01Your live boards and the badge each poster carries→Badging capture and board bindingWeek 1
02Representative threads, answers and documentation→Source binding, drafting logic and the answer baselineWeek 2
03Your posting instruction and the leads it names→Badging mapping, source binding and the automation boundaryWeek 1
04Access to relevant APIs, feeds or exports→Community, docs and desk source assessment, then integration setupWeek 2
05Posts you would not want attributed→Badging cases and the evaluation roundWeek 4
06What no post may claim→Badging checks, review routing, guardrails and release controlsWeek 3
07A named community lead who posts the answer→Release to the named community lead, then pilot and production validationWeeks 5–6
Nothing else is requiredDeployment, documentation and Agent Care handover are ours.
Delivery timeline
Four phases across six weeks
The fifth week doubles up because two phases truly run together, not because the drawing needed it.
PhaseW1W2W3W4W5W6
DiscoveryW1
BuildW2 – W3
EvaluateW4 – W5
Pilot & LaunchW5 – W6
Week focusW1Community discovery, badging rules and the automation boundaryW2Source integration and the community-thread baselineW3Answer drafting, badging logic and release controlsW4Evaluation suite, badging cases and failure-mode testingW5Community-platform integration, pilot threads and targeted correctionsW6One community month run under the community lead, then Agent Care handover
Reading the bandA bar spans only the weeks its own work is named in, and the fifth week is shared on purpose.
At the end of W6When the badge record validates, Agent Care takes the agent on.
DurationSix-week plan shown · typical delivery 4–6 weeks depending on scope confirmed in discovery.
Next step · Customer Success AI agent
Build a community answer agent around the badge your last helpful post never carried.
One thread, one answer, written by somebody on the payroll. Show us your busiest board and the last answer an employee posted into it. Nothing is filed and nobody signs, so what is left is what you can show: the badge, the instruction and the day it went up.
