Arnor AI

What we build, and how we build it.

Every Arnor engagement starts with one workflow, at one community. We scope what's actually costing your team hours today, design how the AI-assisted version will work alongside your existing systems, build it, and run it in parallel with your current process until it's earning its keep. Then we stay on as your operations partner for the next workflow, the next community, or the next edge case.

No platform migrations. No EHR replacements. No “digital transformation” program.

How we engage — the three phases

Every engagement follows the same shape.

The specifics adapt to the workflow, the community, and what your team actually needs.

Scoping & Architecture

The thinking phase. We sit with your team, map where the hours are going on the workflow in question, and design how the AI-assisted version will fit alongside your existing systems — what gets automated, what stays with your staff, and how we'll test the AI for accuracy against real examples from your operations before any output reaches a resident, family member, or regulator. You leave Phase 1 with a build plan you own, whether you proceed with us or not.

Build & Pilot

We build the system and deploy it at one community, running in parallel with your current process so there's no disruption and no risk. Your staff is trained alongside the build, so the workflow launches into hands that already know how to use it.

Ongoing Partnership

Once the system is live, we stay on as your operations partner — keeping the system running, refining it based on how your team actually uses it, and training staff on the workflow as your team grows and changes.

What we build

The five workflows we focus on.

Each starts with the same question: where are your team's hours going today, and which hours should the AI handle?

Incident Reporting

What the workflow costs your team today

Caregivers hand-write incident reports at end of shift, often incomplete, sometimes delayed by days. Executive Directors spend hours each week reviewing, editing, reformatting, and filing. Language varies by author — some reports are legally defensible, some aren't. State-reportable incidents sometimes get classified late or wrong.

What Arnor builds

Voice-first incident capture on a facility iPad. Caregivers describe what happened in their own words — the system asks targeted follow-up questions, applies legally defensible language, and generates a complete report in five minutes with zero typing. State-reportability is auto-classified. When state forms are required, the system generates pre-filled drafts for the ED to review and submit.

AR Recovery & Billing Reconciliation

What the workflow costs your team today

Your Business Office Manager spends hours each week on the same tasks — drafting collection emails for the same families, summarizing aging reports, reconciling what hit the bank against what was billed, chasing down invoice errors.

What Arnor builds

The repetitive parts of the billing cycle, automated. Aging summaries land in your BOM's inbox daily or weekly. Collection-email drafts are pre-written using your voice and payment history — your BOM reviews, edits, approves, sends. Reconciliation runs overnight and flags discrepancies for human review rather than requiring human discovery.

Compliance & Survey Prep

What the workflow costs your team today

Surveys, audits, and corporate reviews pull from a binder of documentation that lives outside your EHR — personnel files, training logs, in-service hours, drill records, background-check renewals, resident agreements, inspection records. Most of it sits in paper files, shared drives, and someone's memory. Gaps surface the week of the visit.

What Arnor builds

A continuous register of the compliance work that doesn't live in your EHR. Staff training and certifications, drill records, resident-agreement updates, inspection records — tracked across communities, with expiring items flagged in daily operations rather than the week before the survey.

Move-In Paperwork

What the workflow costs your team today

Every move-in triggers three to four hours of paperwork — care plans, physician orders, service agreements — plus the time your team spends chasing signatures, missing forms, and physician follow-ups across people who don't always respond the first time.

What Arnor builds

More than form auto-fill. The system tracks every pending move-in like a project manager — what's been collected, what's still outstanding, and who needs to do what — and sends follow-ups so admissions don't stall. The paperwork generates itself from one intake; your team reviews, edits, and signs.

Family Communication

What the workflow costs your team today

Weekly family updates are either skipped (the most common outcome) or take your care team hours to write. When they do go out, they're inconsistent across families and communities.

What Arnor builds

Family updates drafted from your team's notes and updates from the week. Your care team reviews, edits for tone, approves, and sends in minutes instead of hours. Families get consistent, timely communication; your team spends their weekly time on editing rather than drafting.

Don't see your workflow here? Tell us about it. Every engagement starts with mapping the work as it actually runs in your communities.

Book a scoping call

Our guarantee

Every engagement carries a results guarantee, calibrated to your operations.

Phase 1 includes a baseline measurement of your team's current weekly hours on the workflow. Phase 2 commits to a specific target reduction in writing — calibrated to your communities, not a marketing slogan. If we don't hit at least 80% of that target within 30 days of deployment, we keep refining at no additional cost until we do.

Let's talk

Tell us about a workflow that's eating your team's time.

A 30-minute call to walk through one of your workflows and what a pilot could look like. No pitch deck.

Book a 30-minute call