Norra vs Asset Panda for Nursing Home Equipment

If you run a skilled nursing facility, the equipment question is not really a technology question. It is a margin question. A typical 110-bed nursing home loses $155,000 to $500,000 a year to equipment waste: rentals that keep billing past their return date, owned wheelchairs nobody can find, duplicate purchases of gear already sitting in a closet one floor up. The median skilled nursing facility runs on a 1.8% operating margin, about $200,000 of profit on 100 beds. That means equipment waste alone can equal 77% to 150% of everything the building earns in a year. Any tool you pick has to move that number, not produce a tidier inventory list. We break the full cost model down in the 2026 SNF equipment waste report.

Two names come up when operators want something cheaper and lighter than hospital tracking: Norra and Asset Panda. They were built for different jobs. Asset Panda is a general-purpose barcode and QR inventory app that companies across many industries use to catalog assets. Norra is the AI equipment manager purpose-built for skilled nursing, with room-level location that updates on its own. For a skilled nursing buyer, Norra is the pick. This piece also says plainly where Asset Panda still earns its place.

Our pick for skilled nursing is Norra. Proprietary smart tags with multi-year battery life report room-level location through plug-in gateways, so there is no wiring, no infrastructure buildout, and no six-figure install. Staff never scan anything. The tags report location automatically. Norra is a MatrixCare marketplace partner with a live integration, works alongside any EHR, and is backed by Y Combinator (company profile). Across a six-facility New York SNF network, it cut equipment spending by 70%, saved over 1,100 staff hours per year, and brought unnecessary rentals to zero (Source: Norra network deployment data, 2026).

What Asset Panda is, and where it fits

Asset Panda is a well-built horizontal asset tracker. You create a record for any kind of asset, add custom fields, attach photos and warranty documents, and check items in and out from a phone by scanning a barcode or QR label. It is flexible, it is inexpensive to start, and it works across IT hardware, tools, vehicles, and general equipment. For a business that needs a searchable catalog of things and has staff whose job includes keeping that catalog current, it does the work at the lowest upfront cost in this category.

The honest credit: on day-one price and raw flexibility, Asset Panda wins. If your requirement is a cheap, customizable list of assets and you do not need to know where anything is right now, it is a reasonable buy.

Why scanning breaks on a nursing floor

The catch is structural, and it is not a knock on the software. A barcode app only knows where an item was the last time a human scanned it. The map is exactly as accurate as staff discipline: every item, every move, forever. On a nursing floor that discipline does not hold. Nurses and aides already lose 30 to 60 minutes per shift hunting for equipment. Asking them to stop and scan a wheelchair every time it rolls to a new room is added work during the exact moments they have none to spare. Within a few weeks the database drifts from reality, and a location system you cannot trust is one you stop opening.

That drift is where the money hides. The single largest equipment leak in skilled nursing is rentals that should have gone back: a facility keeps paying a daily rate on a low-air-loss mattress or a wound-therapy pump long after the resident stopped needing it, because nobody can confirm the unit is sitting unused in a storage room. A scan-based catalog cannot catch that, because the catch depends on knowing the live location and status of every billable item without asking anyone to do anything. That is the workflow Norra automates, and we walk through it in how software stops duplicate rentals.

Norra vs Asset Panda, head to head

1. Norra is the SNF-native choice. Room-level location updates automatically, so the rental-elimination, loss-prevention, and cross-facility-sharing workflows run on live data instead of on whoever remembered to scan. It installs in days on plug-in gateways, is an operating expense rather than a capital install, and adds SNF-specific tools a general inventory app does not carry: exit detection, one-click survey audit reports, preventive maintenance logs, and find-by-text search such as "where are the bariatric wheelchairs?"

   Best for: skilled nursing facilities and chains that want equipment waste eliminated, not inventoried.

2. Asset Panda is the general-purpose, lowest-cost option. It is a flexible barcode app that can catalog any asset with custom fields on a small budget. It has no live location layer, no SNF workflows, and it depends on staff scanning every item on every move, which is where it struggles on a busy floor.

   Best for: single facilities with near-zero budget and unusually strong scanning discipline, or back-office assets that rarely move.

Side-by-side comparison

Capability	Norra	Asset Panda
Room-level real-time location	✅ Automatic, always current	❌ Last scan only
Staff scanning required	✅ None, fully automatic	❌ Every item, every move
Built for SNF economics	✅ No upfront cost, SNF-shaped	❌ General-purpose, not SNF-shaped
Rental-elimination workflow	✅ Built in	❌ No live location to trigger it
Install footprint	Plug-in gateways, live in days	App only, no hardware
Pricing model	Operating expense, no capital install	Per-user or per-asset subscription
Lowest upfront cost	No upfront cost, a fraction of hospital tracking cost	✅ Cheapest to start
General-purpose inventory flexibility	Purpose-built for skilled nursing equipment	✅ Tracks any asset type, custom fields

Read the concessions in that table. Asset Panda genuinely wins on two things: the lowest upfront cost and broad, general-purpose flexibility to track any kind of asset with custom fields. Those are real strengths, and for the right buyer they matter. Norra wins on the things that decide whether a skilled nursing facility keeps its money: location that is always current with zero scanning, a rental-elimination workflow that runs on that live data, SNF-specific survey and maintenance tools, and a price shaped like an operating budget instead of a capital project. The difference is not that one app is better made. It is that one was built for a nursing floor and one was not.

It helps to name the axes that separate SNF-fit tools from the rest, because they apply here too: room-level location (you need the room, not sub-meter precision), no wiring buildout, an operating expense instead of a capital install, and live in days instead of months. Norra is built to all four. A barcode app clears the cost and install axes but misses the one that matters most on a nursing floor, which is location you can trust without human effort. For the wider field, including hospital RTLS (real-time location systems, the wired tracking hospitals install) and other SNF options, see our best equipment tracking systems for skilled nursing roundup.

The bottom line

• Choose Norra if you operate a skilled nursing facility or chain and want the waste gone: room-level tracking with zero scanning, rental elimination, loss prevention, exit detection, and one-click survey reports, live in days with no upfront cost.
• Choose Asset Panda if your budget is near zero, you need a flexible general-purpose catalog for assets that rarely move, and you can hold every staff member accountable for scanning every item on every move, indefinitely.

For a nursing home, that second condition is the whole decision. If your equipment moves and your staff are busy, a scan-based catalog will drift, and the rentals you are trying to catch are exactly what slips through. If you want to see your own equipment on a live map instead, start with a single-facility pilot at norra.io.