JockiBox Training

Facility Portal Guide

Everything your building team needs to get the most out of JockiBox -- from your first question to advanced financial analysis.

Your JockiBox portal is an AI-powered analyst that lives inside your building. It knows your financials, your census, your payor mix, your trends -- and it can answer questions about all of it in plain English. This guide teaches you how to use it.

Before you start

Your portal is already set up and running. You access it through a web browser at your building's portal URL (e.g., beau.jockivalet.com). You do not need to install anything.

Chapter 00Quick-Start Glossary

Six terms show up throughout this guide. Learn them here and everything else clicks.

TermWhat It Really MeansWhy You Care
Portal Your building's private AI chat interface -- a website you open in any browser. This is where you ask questions and get reports.
Agent The AI behind your portal. It has a name (Beau, Atlas, Monty, etc.) and knows your building's data. When you type a question, the agent reads it, pulls data, and writes the answer.
Fabric Microsoft's data warehouse where your live financial data (wages, revenue, census) flows in from payroll and billing systems. When the agent says "Fabric Live," it means the number came straight from your real-time data feed.
Vena The financial planning platform where closed-month P&L statements live after accounting finalizes them. When the agent says "Vena SOT" (Source of Truth), it means the number is the official closed figure.
PPD Per Patient Day -- any dollar amount divided by census days. The universal comparison metric. PPD lets you compare buildings of different sizes on a level playing field.
Model The AI brain powering the agent. You can switch between a fast brain (Sonnet) and a deep-thinking brain (Opus). Use Speed mode for quick lookups, Quality mode for complex analysis.
Glossary terms throughout

When you see a dotted underlineThis is how glossary terms appear. Hover any one to see its definition. in this guide, hover over it for a quick definition.

Part I -- Chapter 01What Your Portal Is

Your facility portal is not a chatbot. It is a private AI analyst assigned to your building. It has access to your financial data, your census history, your payor mix breakdown, and your operational metrics -- and it can pull any of that data in seconds, in response to a plain-English question.

What makes it different from ChatGPT

ChatGPT / Generic AIYour JockiBox Portal
DataKnows nothing about your buildingHas your live Fabric data and closed Vena P&Ls
PrivacyYour data goes to a public serviceRuns on a Mac Mini in your building -- data stays local
SpecificityGeneric answers about "the SNF industry"Answers about YOUR revenue, YOUR census, YOUR trends
OutputText responses onlyCharts, KPI dashboards, downloadable reports, split-panel view
MemoryForgets everything when you close the tabSaves conversation sessions you can return to
The Mac Mini under your desk

Your portal agent runs on a dedicated Mac Mini physically located in your building. Your data never leaves the device unless you explicitly ask the agent to share something. This is by design -- privacy and speed.

What you can ask it

Part I -- Chapter 02The Interface

When you open your portal, you see a split-screen layout. The left side is the chat. The right side is the output panel where reports, charts, and dashboards appear.

Part I -- Chapter 02bAnnotated Interface Guide

Every part of your portal interface has a purpose. Hover over the numbered markers below to learn what each zone does.

Portal Interface Anatomy interactive
B
Beau
online
ChatHistory   +
Beau
Here is your revenue breakdown for June 2026. Total net revenue was $1.67M with an EBITDAR margin of 11.0%.
Show me the overtime breakdown
Ask a question...
Output
Fabric LiveVena SOT
Revenue
$1.67M
EBITDAR
$184K
Wage PPD
$108
1Chat Panel -- Type your questions here and see the conversation history
2Output Panel -- Reports, dashboards, charts, and KPI cards appear here
3Model Toggle -- Switch between Speed (Sonnet) and Quality (Opus)
4Data Source Badges -- Shows where numbers come from (Fabric Live / Vena SOT)
5KPI Cards -- Key metrics displayed as scannable cards with values and context
6Waffle Menu -- Access specialized tools like PDPM Calculator and Alerts
7Input Bar -- Text input with send button; press Enter to send, Shift+Enter for new line
8CEO Badge -- Your agent's name and online/offline status indicator
1 Chat Panel
2 Output Panel
3 Model Toggle
4 Data Source Badges
5 KPI Cards
6 Waffle Menu
7 Input Bar
8 CEO Badge

Hover over any numbered marker to see what that part of the interface does. This is the same layout you see when you open your portal.

Try it yourself with the interactive demo below:

Live Portal Demo interactive
B
JockiBox Demo
online
Chat History   +
JockiBox Demo
I have your building's full financial data. Ask me about revenue, EBITDAR, overtime, census, PPD, or compare buildings.
Last query: -- Try: "compare to last year" or "same thing for Cedar Valley"
Output

This is a working replica of your portal. Type a question in the chat input -- try "show me revenue breakdown" or "overtime report" or "census" -- and watch the agent respond. This demo uses de-identified facility data.

Knowledge Check

The five zones

#ZoneWhat It Does
1Top BarAgent name, online status, model toggle (Speed/Quality), settings, theme switch.
2Chat Panel (left)Where you type questions. Shows the conversation history. Has History and + New buttons.
3Output Panel (right)Where reports, dashboards, charts, and data displays appear. Can be expanded fullscreen.
4Input Bar (bottom)Text input, attachment clip, help button, and the send button.
5Data Badges (top right of output)Show exactly where the data came from -- Fabric Live, Vena SOT, or both.
The split panel is the key feature

Unlike a regular chatbot, your portal has TWO panels. The chat is for conversation. The output panel is for structured data -- dashboards, charts, tables, and reports. When the agent loads a report, it appears on the right automatically.

Part I -- Chapter 02cAsk Me Anything Simulator

Your portal can answer almost any question about your building. Try it below -- type any question and see how the AI responds with data, context, and KPI cards. This is a simulation using de-identified facility data.

Ask Me Anything interactive
J
JockiBox Demo
online
Chat History   +
JockiBox Demo
Ask me anything about your building. Try revenue, overtime, census, payor mix, staffing, compliance, survey readiness, or trends. I have your full financial and operational data.
Output
Ask a question to see the portal's response

Type any question -- revenue, EBITDAR, overtime, census, payor mix, clinical, comparison, trends, staffing, agency, PPD, PSD, Medicare, Medicaid, compliance, survey, F-tags, quality, five star, infection, falls, budget, GL, wages, expenses, and more. The simulator matches over 30 topic categories.

Part I -- Chapter 03Model Selection

In the top-right corner of your portal, you will see two small icons in a toggle group. These control which AI brain your agent uses.

IconModeModelBest For
Lightning bolt Speed Claude Sonnet 4.6 Quick lookups, simple questions, "what was census last month," fast drafts
Lightbulb Quality Claude Opus 4.6 Complex analysis, multi-step comparisons, strategic recommendations, nuanced writing
When does it switch automatically?

Your portal auto-detects certain keywords and switches to Quality mode when it sees them: compare, analyze, strategic, forecast, trend, recommend, regulatory, compliance, root cause, summarize. You can always override by clicking the toggle manually.

Quality mode is slower

Opus thinks deeper but takes longer -- expect 15-30 seconds for a Quality response vs 5-10 seconds for Speed. Use Speed for most day-to-day questions. Switch to Quality when you need the agent to really think through something.

Part I -- Chapter 03bThe Tools Menu

In the top-right corner of your portal, next to the model toggle and settings, you will see a 3x3 grid icon. This is the Tools menu (sometimes called the waffle menu). Click it to see a dropdown of specialized applications.

Getting Started
Your AI partner guide
LIVE
Alerts
Critical notifications
COMING SOON
Care Compass
Clinical navigation
COMING SOON
Financial Forecast + Spend Down
Revenue and spend projections
COMING SOON
Contract Review
Managed care and vendor audit
COMING SOON
PDPM Calculator
Medicare payment modeling
COMING SOON
Casemix Tool
Casemix index analysis
COMING SOON
Cost Report Tool
Annual cost report preparation
COMING SOON

Getting Started (live now)

The "Getting Started" tool links to your onboarding guide at /onboarding.html. It walks you through your first session, explains the interface, and covers core capabilities. This is the same guide you are reading now -- accessible any time from the Tools menu.

Coming Soon tools

These tools are being built and will appear in your portal automatically when ready. You do not need to install anything. When a new tool launches, it shows up in your waffle menu the next time you open it.

Every JockiBox portal includes the full AI chat and the Getting Started guide. Additional tools launch throughout 2026 and are included for Cascadia buildings. For other organizations, tools are available as add-on modules.

Part II -- Chapter 04Financial Queries

This is the core of what your portal does. You ask a financial question in plain English, and the agent pulls the data, calculates the metrics, and presents it with context.

What you can ask

Try these questions in your portal

Copy any of these into your portal chat and see what comes back:

  • "What was our EBITDAR last month?"
  • "Show me the P&L for April 2026"
  • "How does our revenue compare to the last 6 months?"
  • "Break down expenses by GL category"
  • "What's our wage PPD trending?"
  • "Show me revenue by payer for this month"
  • "What was our net income in Q1?"

How the agent answers financial questions

When you ask a financial question, the agent follows a consistent pattern:

  1. Identifies the time period -- defaults to the most recent available month if you don't specify
  2. Checks the data source -- uses Vena (closed months) or Fabric (current month live data)
  3. Pulls the numbers -- revenue, expenses, census, calculations
  4. Calculates PPD metrics -- automatically divides by patient days for comparison
  5. Loads a report in the output panel -- KPI cards, charts, and trend data
  6. Adds context in the chat -- what stands out, what's above/below target, what to watch
Data source badges

Every report shows colored badges in the top-right corner telling you exactly where the data came from:

  • Wages: Fabric Live -- real-time from payroll feed
  • Revenue: Fabric Live -- real-time from billing feed
  • P&L: Vena SOT -- official closed figures from accounting

Part II -- Chapter 05Where the Data Lives

Your portal pulls from two main data systems. Understanding the difference will help you ask better questions and trust the answers.

Microsoft Fabric -- the live feed

FabricMicrosoft Fabric is a cloud data warehouse. Think of it as a giant spreadsheet that automatically receives data from your payroll system, billing system, and census tracking -- updated throughout the day. is where your real-time data lives. Every time payroll runs, every time a claim is processed, every time a patient is admitted or discharged -- that data flows into Fabric.

What's in FabricHow FreshExample
Wage dataUpdated each payroll cycle"Total wages MTD: $305,408"
Revenue by payerUpdated as claims process"Medicare revenue: $486,210"
Census / patient daysDaily"ADC: 188, Patient Days: 2,824"
Overtime breakdownEach payroll cycle"Nursing OT: 11.5%"
Agency hoursEach payroll cycle"Agency hours: 0"
When you see "Fabric Live"

This means the data is current but may not be final. Revenue numbers in particular can shift as claims are processed and adjusted. Fabric data is your best real-time view, but the final audited numbers come from Vena after the month closes.

Vena -- the source of truth

VenaVena is the financial planning and close platform. When accounting "closes" a month, the final P&L numbers get locked into Vena. These are the official numbers used for board reporting and investor updates. is where the official, closed financial statements live. After accounting closes a month -- typically 10-15 days after month-end -- the final P&L gets loaded into Vena. Those numbers are locked and will not change.

What's in VenaWhen AvailableExample
Full P&L statementAfter month close (~day 10-15)"April EBITDAR: $182,441"
GL-level detailAfter month close"GL 62100 Dietary Wages: $31,204"
Budget vs actualAfter month close"Revenue vs budget: +3.3%"
Historical trendAll closed months"12-month EBITDAR trend chart"
The gap between Fabric and Vena

During the first two weeks of a new month, you may notice that the current month shows Fabric data while last month still shows Fabric data too (because it hasn't been closed in Vena yet). This is normal. The agent will tell you which source it's using. Once accounting closes the month, the Vena numbers replace the Fabric estimates.

Part II -- Chapter 06Payor Mix Analysis

Your portal breaks down revenue and census by payer type. This is one of the most powerful features for understanding your building's financial health.

The five payer categories

PayerWhat It IsTypical PPD Range
Medicare AFederal insurance, skilled nursing stays. Highest reimbursement. PDPM-driven.$500 -- $900+
Traditional MedicaidState insurance, long-term care. Lower reimbursement but high volume.$200 -- $280
Managed MedicaidMedicaid through a managed care organization (MCO). Rates vary by contract.$220 -- $300
Managed Care MCRMedicare Advantage plans. Contracted rates, often lower than traditional Medicare.$350 -- $550
Private Pay / OtherSelf-pay, VA, insurance. Rates vary widely.$250 -- $400
Questions to ask your portal
  • "Show me payor mix for this month"
  • "What's our Medicare PSD?"
  • "Compare payor mix to last quarter"
  • "Which payer has the highest PPD?"
  • "How many Medicare A days do we have MTD?"
Knowledge Check

Part II -- Chapter 07PPD and PSD

Per Patient Day (PPD) is the most important metric in skilled nursing finance. It normalizes every dollar by the number of patients, making buildings of different sizes directly comparable.

The formulas

PPD Calculator interactive

Enter your building's numbers and see PPD calculated live:




PPD = Total Dollars / Census / Days in Month. This is how every building in the Cascadia portfolio gets compared.

Benchmarks

MetricFormulaGood Range (SNF)Watch If
Revenue PPDNet Revenue / Census / 30$300 -- $500Below $300 (payer mix issue) or declining month-over-month
Wage PPDTotal Wages / Census / Days Elapsed$90 -- $130Above $130 (OT, agency, or staffing model issue)
EBITDAR PPDEBITDAR / Census / 30$30 -- $80Below $30 (margin compression) or negative
Medicare PSDMedicare Rev / Medicare Days$500 -- $900+Below $500 (PDPM coding opportunity)

Part II -- Chapter 07cSpeed Challenge

How fast can your portal answer a financial question? Try it and see how JockiBox compares to the old way of pulling data from spreadsheets.

Speed Challenge interactive

Click START to get a random portal question. Type the question in the input and hit send. We will time how fast the portal responds.

Part II -- Chapter 07bWhat-If Calculator

Adjust census and payor mix to see how changes affect your bottom line. All calculations use real facility data.

What-If Scenario Builder interactive

Part III -- Chapter 08Census and Operational Metrics

Beyond financials, your portal tracks operational data that directly impacts your bottom line.

Census data

Staffing and labor

Operational questions to try
  • "What's our overtime percentage this month?"
  • "Break down OT by department"
  • "Do we have any agency spend?"
  • "What's our census trend for the last 6 months?"
  • "Show me ADC by payer type"

Part III -- Chapter 09Clinical and Regulatory

Your portal can answer questions about clinical regulations, CMS requirements, state-specific rules, and compliance standards. It uses web search to find current information.

What it can help with

Clinical questions use web search

When you ask a clinical or regulatory question, the agent searches the web for current information. This means it can find the latest CMS proposed rules, recent state regulatory changes, and updated guidance. However, always verify critical regulatory decisions with your compliance officer or legal team.

Regulatory questions to try
  • "What are the Idaho requirements for RN coverage?"
  • "Summarize the latest CMS staffing mandate proposal"
  • "What F-tags relate to fall prevention?"
  • "Draft an infection control policy for respiratory illness"

Part IV -- Chapter 10Session Management

Your portal remembers conversations. Each conversation is a "session" that you can return to later, start fresh, or let the agent manage automatically.

How sessions work

ActionHowWhat Happens
Start a new conversationClick the + button in the chat headerFresh session, clean context. The agent starts with no prior conversation loaded.
View conversation historyClick History in the chat headerSee all saved sessions. Click one to reload it.
Continue a sessionJust keep typingThe conversation continues from where you left off.
Automatic session compression

As conversations get long (40+ messages), the agent automatically summarizes older messages to keep things fast. You won't notice this happening -- the agent maintains context while keeping the conversation responsive. If a session gets very long, start a new one for best performance.

Best practice: one topic per session

Start a new session when you switch topics. "April financials" is one session. "Staffing analysis" is another. This keeps the agent focused and prevents old context from confusing new questions.

Part IV -- Chapter 11Troubleshooting

Things that might go wrong and what to do about them.

ProblemCauseFix
Portal won't load Mac Mini is off or network issue Check that the Mac Mini under your desk has a green light. If it's off, press the power button. If it's on but the portal still won't load, contact Will or Owen.
Agent says "data not available" Data pipeline hasn't run yet or the month hasn't been closed Check the data badges. If you see no badges, the data file may be stale. The pipeline runs nightly at 3 AM. If it's been more than 24 hours, escalate to Will.
Slow responses Quality mode or complex query Switch to Speed mode (lightning bolt) for faster answers. Quality mode (lightbulb) takes 15-30 seconds.
Numbers look wrong Data source mismatch or mid-month estimates Check the data badges. Fabric Live numbers are estimates that may change. Vena SOT numbers are final. If Vena numbers look wrong, escalate to accounting.
Agent seems confused Long conversation or mixed topics Start a new session (click +). This gives the agent a fresh context.
"Report loaded in panel" but panel is empty Browser rendering issue Click the expand icon in the output panel header, or refresh the page.
Escalation path

If something is broken and you can't fix it with the steps above:
Step 1: Message Will Merrick
Step 2: If Will is unavailable, message Owen Hammond
Step 3: The system will also auto-escalate if it detects a problem

Part IV -- Chapter 12Tips and Best Practices

Ask like you're talking to a new analyst

The more specific your question, the better the answer. Compare:

Vague (OK)Specific (Better)
"How are we doing?""What was our EBITDAR margin last month vs budget?"
"Show me the numbers""Show me revenue by payer for May 2026"
"Any issues?""Is overtime above 5% in any department this month?"
"What about staffing?""Compare nursing hours per resident day to the state minimum"

Power user moves

The agent remembers the conversation

You don't need to repeat context. If you asked about May revenue and then want to know about May expenses, just say "now show me expenses." The agent knows you're still talking about May.

Part IV -- Chapter 12bYour Morning Routine

Here is what a typical morning looks like for a building president using JockiBox. Walk through all five steps to see how 8 minutes with your portal prepares you for the entire day.

A Day in the Life interactive
1
7:00 AM
Open Your Portal
You sit down with your coffee and open your portal. Three alerts are waiting for you.
Morning Alerts
Census Change: ADC dropped from 191 to 187 overnight -- 2 discharges, 0 admissions pending
OT Spike: Nursing overtime hit 8.3% this pay period -- above the 5% target threshold
Survey Window: State survey window opens in 23 days -- 2 compliance items need attention
2
7:05 AM
Check Census Details
You ask: "What happened with census overnight?" The portal shows discharge and admission details.
3
7:10 AM
Investigate Overtime
You ask: "Break down overtime by department." The portal shows where OT is concentrated.
4
7:15 AM
Review Survey Readiness
You ask: "How are we on survey prep?" The portal shows a compliance checklist with status indicators.
5
7:30 AM
Walk Into Standup Fully Briefed
You close your laptop and walk into your morning standup knowing exactly what to address.
Knowledge Checks

Knowledge ChecksTest What You Learned

Quiz 1 -- The Interface
What does the lightning bolt icon in the top bar do?
Switches to Speed mode (Sonnet) for faster responses
Sends the current message
Resets the conversation
Toggles dark mode
Quiz 1 -- The Interface (continued)
Where do reports and dashboards appear in the portal?
In the chat panel on the left
In the output panel on the right
In a popup window
In a separate tab
Quiz 2 -- Financial Data
What does "Vena SOT" mean when you see it on a data badge?
The data is an estimate from real-time feeds
The data is from a web search
The data is from the official closed financial statements (Source of Truth)
The data is from last year's budget
Quiz 2 -- Financial Data (continued)
What is PPD and why does it matter?
Per Physician Directive -- tracks doctor orders
Per Patient Day -- normalizes dollars by census so buildings of different sizes can be compared
Per Pay Date -- tracks payroll cycles
Per Plan Document -- tracks care plan compliance
Quiz 3 -- Operations
Your portal shows OT at 12%. The target is 5%. What should you do first?
Ignore it -- overtime fluctuates
Call Owen immediately
Ask the portal to break down OT by department to find where the problem is
Switch to Quality mode for a better answer
Quiz 3 -- Operations (continued)
The portal shows "No data available" for the current month. What is the most likely cause?
The portal is broken
The nightly data pipeline hasn't run yet or the data file is stale
You need to switch to Quality mode
Your building doesn't have financial data
Advanced Building Intelligence

Part V -- Chapter 13Advanced Building Intelligence

Your portal does far more than answer financial questions. It can generate board-ready reports, scan invoice batches, optimize staffing, analyze incident trends, audit compliance readiness, and model payor mix scenarios -- all through the same conversational interface.

The demo below shows the full range of what your building-level AI can do. Click any scenario chip to see the kind of output your portal produces.

Advanced Portal Capabilities interactive
J
JockiBox
online
Chat History   +
JockiBox
I can do more than financials. Try a scenario below -- report generation, invoice review, staffing optimization, incident analysis, compliance audits, or payor mix modeling.
Output
Select a scenario to see the portal's output

This demo shows the range of intelligence your building portal provides. Each scenario produces board-meeting-quality output in the right panel -- the same kind of dashboards, analyses, and reports your portal generates from real data.

Quality mode for complex tasks

Notice the lightbulb (Opus) is active in the demo above. Report generation, compliance audits, and multi-source analysis automatically engage Quality mode for deeper reasoning. The portal switches on its own -- you do not need to toggle manually.

Part V -- Chapter 14Document and Data Capabilities

Your portal can process, analyze, and generate a wide range of documents and data types. Here is what it handles today:

Monthly P&L Reports
Auto-analysis with variance detection, trend identification, and budget comparison
Invoices & Purchase Orders
Batch scanning, budget matching, historical comparison, and anomaly flagging
Incident / Accident Reports
Trend analysis, pattern detection, root cause identification, and hot spot mapping
Survey & Inspection Reports
Compliance tracking, corrective action plans, and deficiency trend monitoring
Staff Schedules
HPRD calculation, shift coverage analysis, OT forecasting, and cost optimization
Census & ADT Data
Daily tracking, payor mix breakdown, admission forecasting, and trend alerts
Clinical Documentation
Quality measure tracking, MDS data analysis, care plan generation, and PDPM coding
Custom Report Builder
On-demand reports in any format, saved templates, and scheduled delivery to leadership
Data stays local

When you upload documents for analysis, the data is processed on your building's local Mac Mini. Documents are not sent to external services -- the AI runs the analysis locally using the same private infrastructure that powers your financial queries.

Training Complete

You've completed all 14 chapters and knowledge checks for the JockiBox Facility Portal.

You're ready to use your portal. Open [your-building].jockivalet.com and start asking questions.
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JockiBox -- Cascadia Healthcare   |   July 2026