Documentation v2.0 β€’ January 2026

πŸ“š Policy Management System

Silver Home Care Compliance Documentation

Complete guide to the integrated policy creation, review, and compliance tracking system. This documentation covers workflows, tool usage, and best practices for maintaining regulatory compliance.

6
Core Tools
12
Section Format
5
Verification Checks
2
Step Workflow

1. Workflow Overview

The policy management system uses a simple 2-step workflow with integrated verification

πŸ”„ Complete Policy Lifecycle

STEP 1

Policy Generator

Enter topic β†’ Get GPT prompt with relevant regulations

Open Tool

ChatGPT

Generate policy draft

STEP 2

Policy Reviewer

Paste policy β†’ Verify citations, check compliance

Open Tool

Source Library

Upload regulations, bulletins, and reference documents for citation verification.

View Library β†’

Compliance History

Track surveys, CAPs, POCs. Automatically linked to policy reviews.

View History β†’

Requirements Tracker

Track which policies are completed vs. missing. Auto-syncs with reviews.

View Tracker β†’

2. Source Library

The foundation of citation verification - upload your regulatory documents here

What to Upload

βœ… State Regulations

  • β€’ 28 Pa. Code Chapter 611 (Home Care)
  • β€’ 55 Pa. Code Chapter 52 (Long-Term Living)
  • β€’ 55 Pa. Code Chapter 51 (Protective Services)

βœ… OLTL Bulletins

  • β€’ Critical Incident Management (05-15-02)
  • β€’ Provider Qualification (various)
  • β€’ EVV Requirements

βœ… MCO Requirements

  • β€’ UPMC CHC Provider Agreement
  • β€’ AmeriHealth Caritas requirements
  • β€’ Keystone First requirements

βœ… Survey Documents

  • β€’ DOH survey results (add to Compliance History)
  • β€’ MCO monitoring letters
  • β€’ POC/CAP submissions

How It Works

1

Upload Documents

Add PDF, DOCX, or paste text directly. The system extracts searchable content.

2

Auto-Indexing

Documents are indexed by type (State, Federal, MCO, Internal) and searchable by citation.

3

Citation Matching

When you review a policy, the system checks if cited regulations exist in your library.

4

Verification

The system verifies citations actually exist in the source document, catching GPT hallucinations.

Pro Tip

The more complete your Source Library, the better the verification. Upload the full text of regulations, not just summaries.

3. Policy Generator (Step 1)

Create optimized prompts for ChatGPT that include all relevant regulations

How to Use

1 Enter Policy Topic

Type the policy name (e.g., "Criminal Background Check Policy")

2 Auto-Match Regulations

System automatically identifies relevant regulations from your Source Library

3 Generate & Copy Prompt

Click "Generate" then copy the full prompt with embedded regulation context

4 Paste in ChatGPT

Paste the prompt into ChatGPT. It will generate a policy draft in SHC format.

Key Features

Smart Auto-Matching

Automatically identifies which regulations apply based on policy topic keywords

12-Section Format Built-In

Generated prompts instruct GPT to use SHC's 12-section policy format

Full Regulation Context

Embeds actual regulation text from Source Library into the prompt

Compliance History Awareness

Prompts include relevant past survey findings so GPT addresses them

Important

Never trust GPT output without verification. Always run the generated policy through the Policy Reviewer (Step 2) to verify citations.

4. Policy Reviewer (Step 2)

The comprehensive verification tool - validates citations, checks format, and links to compliance history

πŸ”¬ Verification Panels (7 Checks)

Citation Verification

Checks if regulatory citations actually exist in your Source Library. Catches GPT hallucinations.

Verified vs Unverified count

Survey History Link

Automatically links policy to related DOH/MCO survey findings from Compliance History.

Shows resolved/open findings

POC Fulfillment

Checks if policy addresses commitments made in past POCs/CAPs. Shows which requirements are met.

CAP/POC commitments addressed

Tracker Sync

Links to Requirements Tracker. Mark requirements complete or add new policies to tracker.

Auto-sync with tracker

Format Checklist

Verifies policy has all 12 required sections per SHC format standard.

Format score out of 12

Document Hygiene

Checks for outdated dates, placeholder text, version mismatches, missing effective dates.

Issues & warnings

Version Control

Track policy versions, status (Draft→Review→Approved→Published), and save revision history.

Save & track versions

Alerts & Gaps

Detects overdue reviews, missing approvals, draft status, and unresolved survey findings.

Critical alerts

πŸ“€ Output Tabs

Reformatted Policy

Clean, formatted version of the policy with proper section headings. Download as PDF.

Compliance Analysis

Full report with verification results, related findings, action items. Download as PDF.

AI Review Prompt

Generated prompt to ask ChatGPT for a deeper review of the policy content.

5. Compliance History

Track all surveys, audits, CAPs, POCs, and findings in a timeline view

πŸ“‹ Event Types You Can Track

πŸ›οΈ State Survey

DOH on-site or re-licensure surveys

πŸ“§ Monitoring Letter

MCO monitoring visits, limited reviews

πŸ“‹ CAP

Corrective Action Plans from MCO monitoring

βœ… POC

Plans of Correction from DOH surveys

πŸ” Finding

Individual audit findings, citations

βœ“ Resolution

Closure letters, follow-up approvals

⚑ Key Features

Timeline View

Visual timeline showing all events chronologically

Filter by Type/Year

Quick filters to find specific events

Policy Linking

Link findings to related policies

Finding Tracker

Track resolved vs open findings

Export Options

JSON, CSV, or full text report

Pre-Loaded Silver Home Care History

Your compliance history is already loaded with Silver Home Care's actual survey and monitoring events:

2024
DOH Re-Licensure
2022
UPMC On-Site
2021
DOH Re-Licensure
2019
QMET Monitoring

6. Requirements Tracker

Track which policies are completed vs. missing based on regulatory requirements

How It Works

1

Auto-Extract from Sources

Analyze your Source Library documents to identify required policies

2

Manual Add

Add requirements manually with priority level and regulatory source

3

Track Progress

Mark requirements as completed. View compliance percentage.

4

Auto-Sync with Reviewer

When you review a policy, you can mark matching requirements complete

Priority Levels

πŸ”΄ High Priority

Required for licensure or cited in recent survey findings

🟑 Medium Priority

Required by regulation but not currently cited

🟒 Low Priority

Best practice or optional internal policy

Compliance Score

The tracker calculates your overall compliance percentage: (Completed Γ· Total) Γ— 100

7. Regulatory Verification Engine

The system that catches GPT hallucinations and verifies regulatory citations

Why This Matters

ChatGPT can hallucinate regulatory citations. It may cite sections that don't exist, misquote requirements, or reference outdated regulations. Using unverified citations in your policies can lead to:

  • Survey citations for "inaccurate" policies
  • Non-compliance with actual requirements
  • Confusion among staff about actual rules
  • Failed audits due to made-up citations

How Verification Works

Step 1: Citation Extraction

System scans policy text for citation patterns (Β§611.52, Chapter 52, etc.)

Step 2: Source Library Search

Each citation is searched in your uploaded regulatory documents

Step 3: Text Match Verification

System verifies the citation exists AND the referenced content makes sense

Step 4: Confidence Rating

Each citation gets a confidence level: High, Medium, or Low

Confidence Levels

βœ… HIGH Confidence VERIFIED

Citation found in Source Library AND text context matches

⚠️ MEDIUM Confidence CHECK

Citation recognized as valid PA Code but not in your Source Library

❌ LOW Confidence VERIFY

Citation not found anywhere - may be hallucinated or misspelled

Best Practice

Before finalizing any policy, ensure all citations are either HIGH confidence or manually verified. Upload missing regulations to your Source Library to improve verification.

8. Silver Home Care 12-Section Format

The standard policy format used across all Silver Home Care policies

1 🧾 Header Info

Policy title, number, effective date, version, department

2 🌟 I. Purpose

Why the policy exists, what it aims to accomplish

3 🧩 II. Scope

Who the policy applies to (staff, departments, clients)

4 πŸ“˜ III. Definitions

Key terms and their meanings within this policy

5 πŸ“‹ IV. Policy Statement

The actual policy rules, procedures, and requirements

6 πŸ—ƒοΈ V. Documentation

Required records, forms, and documentation

7 ❗ VI. Consequences

Non-compliance consequences, disciplinary actions

8 πŸ”„ VII. Review Schedule

When policy will be reviewed (typically annually)

9 πŸ”— VIII. Cross-References

Related policies, procedures, forms

10 πŸ“‘ IX. Compliance Grid

Regulations cited with full citation codes

11 πŸ“œ Change Log

Version history with dates and changes

12 πŸ§ͺ X. Audit Notes

Survey preparation notes, audit checkpoints

Format Best Practices

Always include effective date and version number in header
Use consistent section numbering (I, II, III...)
Compliance Grid should cite full regulation codes
Change Log must be updated with each revision

9. Best Practices & Troubleshooting

Tips for getting the most out of the policy management system

Best Practices

βœ… Do This

  • Upload complete regulations to Source Library, not summaries
  • Always run Step 2 (Policy Reviewer) after generating with GPT
  • Verify LOW confidence citations manually before finalizing
  • Add survey findings to Compliance History as they occur
  • Use the Requirements Tracker to ensure nothing is missed
  • Download PDFs of compliance analysis for your records

❌ Avoid This

  • Don't trust GPT citations blindly - always verify
  • Don't skip the review step - hallucinations are common
  • Don't use outdated regulations - update Source Library regularly
  • Don't ignore document hygiene warnings - they catch real issues

Troubleshooting

"Citations not being verified"

Cause: Source Library doesn't contain the cited regulation.
Fix: Upload the full regulation text to Source Library. Make sure to include the actual section numbers (Β§611.52, etc.) in the document.

"No related findings showing"

Cause: Compliance History may be empty or findings not linked to policies.
Fix: Add your survey/monitoring events to Compliance History and tag related policies.

"Format score low but sections exist"

Cause: Section headers don't match expected patterns.
Fix: Use exact section names: "I. Purpose", "II. Scope", etc. with Roman numerals.

"Policy title not auto-extracting"

Cause: Title format not recognized.
Fix: Use format "🧾 Policy Title: [Name]" or "Policy Title: [Name]" at the start of the document.