Prostir

Illustrative example

HR and managers answering the same policy questions? Let an AI assistant handle it

Turn company policies, job descriptions, evaluation scorecards, and onboarding checklists into an autonomous corporate assistant. Answers strictly from documents, protects confidential salary data, reconciles conflicting contracts, and supports your team 24/7.

Before you read

What gets published

A grounded HR & Research Assistant configuration with verified company policy documents, salary guardrails, multi-document reconciliation, and automated onboarding checklists.

Best for

HR leaders, People Operations teams, hiring managers, and founders looking to automate policy FAQs, candidate research, and employee onboarding.

Where the work happens

Official template · HR knowledge base · Strict salary guardrails · Onboarding 24/7

01

Zero hallucinations and strict confidentiality guardrails

Corporate AI assistants frequently leak confidential data or hallucinate non-existent benefits and private peer compensation.

The AI for HR / Research Assistant template runs inside a secure closed perimeter: the agent references only approved company handbooks, leveling rubrics, and organizational policies.

  • Confidentiality Protection (Stop-Topics): absolute refusal to disclose individual salaries, compensation bands, or private employee records.
  • Neutrality & No Dispute Arbitration: refuses to take sides in workplace disputes and safely directs sensitive matters to private HR 1-on-1s.
  • No Autonomous Decisions: never makes unilateral hiring, promotion, or termination calls; provides structured factual briefings to managers instead.
02

Multi-document timeline reconciliation and version control

In growing organizations, documentation evolves, accumulating superseded policies and contradictions across proposals, contracts, and meeting notes.

The assistant features built-in multi-document timeline reconciliation, explicitly surfacing contradictions instead of glossing over them.

It distinguishes working notes from signed SOWs, identifies SUPERSEDED document versions, and prevents employees from relying on outdated policies.

03

24/7 automated onboarding and employee operations

Up to 60% of People Ops hours are drained by repetitive onboarding questions: PTO accrual rules, 2FA setup, password managers, buddy introductions, and hardware allowances.

The assistant provides an actionable, day-by-day roadmap: Day 1 (1Password, Slack, Buddy introduction, HR meeting) and Day 2 (GitHub, repositories, local dev environments).

Team members receive precise, policy-cited answers in 1.5 seconds without waiting in HR support queues.

04

Talent research assistance: structured rubrics and job specs

The assistant helps hiring managers rapidly draft standardized job descriptions aligned with company leveling frameworks.

Generates objective interview scorecards with situational prompts and scoring criteria, eliminating subjective interviewer bias.

Synthesizes candidate background summaries against documented role requirements without storing unauthorized personal data.

05

Deploy in your Prostir workspace in 15 minutes

You receive a production-grade architecture ready for your corporate knowledge base on the Prostir platform, rather than an ungrounded prompt.

Upload your company handbooks, PTO guidelines, and onboarding checklists into Knowledge — the agent automatically parses relationships and indexes policies.

Available on your internal company portal, via web widget, in Slack/Teams, or as an MCP server for your team's AI tooling.

  • Strict enterprise access controls and workspace privacy.
  • Built-in unanswered question logger to pinpoint documentation gaps.
  • Seamless integration with internal employee communication channels.
Official template

Ready to launch your internal HR & Research Assistant?

Clone this verified template, upload your internal policies and handbooks to Knowledge, and empower your team in 15 minutes.

Interactive simulator

Test the HR agent live in action

Click preset test scenarios or ask your own questions to verify policy compliance, salary guardrails, and contract reconciliation.

Policy test cases

AI
AI for HR / Research
● Ready to answer (HR Knowledge Base)
Open in Prostir
HR Assistant
Hello! I am your corporate HR and talent research assistant. I know our internal policies, PTO rules, onboarding roadmaps, and contract history. How can I assist you today?

Solutions

Start with the questions people repeat

Bring a small set of authoritative documents and the questions they should answer. We will help define a useful first knowledge Agent.