AI Policy Assistant Chatbot for WordPress
SleekAI grounds replies in your policies, terms, and handbooks stored in WordPress and PDFs, and cites the section or page on every answer. Bring your own OpenAI, Anthropic, Google, or OpenRouter key and keep the policies, the prompts, and the logs all in one place.
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Policies don't get read, they get asked about
Every team with a serious policy archive has the same workflow. Someone has a question, they ask a colleague, the colleague guesses or checks the PDF, and the answer lands in Slack without ever being written down. The policy document exists for legal cover, not for use. The actual operational source of truth is whichever five people happen to remember the relevant clause this quarter, and that group changes every time someone leaves.
SleekAI grounds replies in your real policies: handbooks in WordPress, terms pages in posts, compliance PDFs in the vector store, ACF clause fields, taxonomy-tagged exceptions. Every answer cites the document and the section so staff and customers see where the answer came from. Display conditions restrict the bot by role and capability, so the public terms bot and the internal staff handbook bot are two separate scopes running on the same install.
Conversation logs become the audit trail the policy team has always wanted. Filter by clause to see which policies generate the most questions. Filter by failed grounding to find the gaps in the handbook. Filter by user role to see how policies land differently across teams. That data is what turns a static policy document into a living artifact, instead of an annual rewrite nobody reads.
Workflow
How SleekAI runs a grounded policy bot
Map the policy sources
Write the citation rule
Restrict by role
Read the question log
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Ask the policy assistant
Comparison
Generic chatbot vs SleekAI for policy assistants
Generic chatbot
- Cannot read your handbook or terms PDF
- No citation back to the section that produced the answer
- No way to restrict by employee role or department
- No audit trail of which policies get questioned
- Generic legal disclaimers instead of grounded answers
SleekAI chatbot
- Grounded in posts, ACF, and OpenAI Files vector store
- Cites the section or page on every answer
- Restrict by role, capability, and URL pattern
- Logs every query with grounding for audit
- Multibot keeps public terms and internal handbooks separate
Features
What SleekAI gives you for AI Policy Assistant
Cites every clause
Instruct the bot to name the policy and section on every answer. The visitor sees a referenced paragraph instead of a paraphrase, and the citation lets them open the source document directly if they want the full context.
Role-scoped
Display conditions restrict the bot by role and capability. The public terms bot sees only the public terms; the internal handbook bot sees only employee docs. The same install runs both without leakage between scopes.
Audit trail
Every conversation logs the question, the cited policy, the reply, and the user account. The log is the audit trail the policy team has always wanted, and the editorial backlog that points to the gaps in the handbook.
Use cases
Where SleekAI sits between staff and the policy
Employee handbooks
Staff query PTO, expense, parental leave, and conduct policies without paging HR. The bot cites the section, so the answer is checkable. HR gets a log of which policies need to be clearer.
Customer terms and privacy
Visitors ask plain-language questions about terms, privacy, and data handling. The bot grounds in the published terms post and cites the section, instead of summarising the legal page in a way that could be wrong.
Vendor and partner policies
Account managers and procurement query SLA terms, partner agreements, and onboarding policies. The bot reads the partner documents and cites the clause, so the answer is consistent across reps.
The bigger picture
Why a policy assistant turns documents into operations
Policy documents have always lived two lives. The first life is the legal artifact, written carefully, reviewed by counsel, and stored in a folder for compliance posture. The second life is the operational reality, where actual staff and customers ask questions about what the policy means, and the answer comes from whichever colleague happens to remember the relevant clause this quarter.
The gap between the two lives is the source of most of the inefficiency around policies. The legal team writes a 40-page handbook; the operational team uses three sentences from it; nobody ever updates the document until the next annual review. SleekAI closes that gap.
The bot reads the canonical policy, cites the section, and gives staff and customers a navigable interface over text that has historically been unreadable in practice. The change is subtle but profound: the policy document becomes operationally useful, not just legally complete. Editors get a feedback loop because the questions that generate weak grounding are the policies that need work.
HR and legal get an audit trail because every conversation logs the question, the cited section, and the reply. Customers get answers that match the actual published terms, instead of paraphrases that may or may not be accurate. None of this requires throwing away the existing policy.
The handbook stays where it is. The bot just makes it answer questions, which is the only reason anyone wrote it in the first place.
Questions
Common questions about SleekAI for AI Policy Assistant
No, and the system prompt should say so. The bot is a navigator over the policy, not a substitute for it. Tell the bot to recommend that visitors consult HR, legal, or compliance for binding decisions, and to cite the source clause so the human can verify before acting. That posture is what keeps the assistant useful and defensible.
 Ground in the policy posts and PDFs directly. When the policy team updates the document, the bot's next answer reflects the new clause. Avoid duplicating policy text into the system prompt, because the prompt becomes a parallel source of truth that drifts the moment someone forgets to update both places.
 Yes, when instructed to. For legally sensitive questions, having the bot quote the clause verbatim plus a citation is the safest pattern. For navigational questions, a paraphrase plus a citation is friendlier. Mix the two by telling the bot in the prompt when to quote and when to summarise.
 Yes. Multibot lets you run separate bots per audience, each with its own document scope and prompt. The customer terms bot doesn't see the employee handbook, and the employee handbook bot doesn't see vendor agreements. Role-based display conditions enforce the boundaries automatically.
 Conversations are logged in WordPress with timestamps, the user account, the model used, the tokens, and the grounding context. Retention is your choice. Most teams keep policy chats for at least the audit horizon their compliance program requires, and respect deletion requests via the standard WordPress user-data export and erase flow.
 If your SSO writes a WordPress user with the right role on login, which most SAML and OIDC plugins do, SleekAI sees the user the same way it sees any logged-in account. Roles map to display conditions, and the user meta from the SSO sync flows into the prompt so the assistant knows which department's policy scope applies.
 OpenAI, Anthropic, Google Gemini, OpenRouter, and any OpenAI-compatible endpoint. For policy work, larger and more recent models tend to follow citation instructions more reliably. Pick the model that fits your privacy posture and pay the provider directly; SleekAI takes no markup.
 Only if you let it. Tell the bot in the system prompt to decline when grounding is missing and to never invent clauses. With a well-grounded archive and a strict refusal rule, hallucinated policies become extremely rare. The conversation log makes any that do slip through visible quickly, so the prompt or grounding can be tightened.
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