Feedlot management articles

Pen counts · Cattle movement · EID/RFID

Feedlot Cattle Inventory:Know What’s in Every Pen

Use fixed cameras to help reconcile pen counts, review unexplained cattle movement, and connect observations with the yard records you already trust.

Updated July 28, 20268 min read
Illustrative computer-vision view with review boxes around cattle in a feedlot pen

Turn visible cattle into a reviewable pen-count record.

Illustrative computer-vision view, not a reported count result

Coverage starts with the yard: pen geometry, alleys, shade, density, and camera position all matter.

The short version

Your record says what should be in the pen. Cameras help show what is there.

A useful feedlot cattle inventory system compares the two, accounts for known cattle movement, and puts the remaining mismatch in front of the person who can solve it. The goal is not another screen to watch. It is a shorter exception list.

Every feedlot already has an inventory process. Cattle are placed, processed, pulled, returned, transferred, shipped, or recorded as mortalities. The challenge is keeping the expected number in each pen lined up with what actually happened in the yard.

A single head count gives you a number. Reconciliation tells you whether that number makes sense. That is where continuous camera observation can help: it adds time-stamped evidence between processing events, scheduled counts, and yard-record updates.

USDA feedlot guidance describes traceability as important to recording cattle inventory and recommends retaining origin and movement records. Read the APHIS Beef Feedlot Industry Manual.

One pen, one clear process

How feedlot inventory reconciliation works

Build the workflow around the question your crew already asks: “Why is this pen out?”

  1. 01

    Start with the yard record

    Use the expected head count already assigned to the lot or pen.

  2. 02

    Account for known moves

    Include placements, hospital pulls, returns, transfers, mortalities, and shipments.

  3. 03

    Compare the camera observation

    Review the observed pen count and any movement captured during the comparison window.

  4. 04

    Send only the exception

    If the numbers do not reconcile, route that pen and its supporting evidence to the right person.

  5. 05

    Resolve and document

    Confirm the location, explain the movement, or correct the record—then close the exception.

No rip-and-replace

Three inventory tools. Three different jobs.

A fixed-camera system works alongside the software and counting practices you already use. Each answers a different operational question.

Your operating record

Yard software

Tracks the expected inventory, lot assignments, treatments, processing events, and documented cattle movement.

Best for: The official record your team runs the yard from.

Point-in-time verification

Manual or aerial count

Provides an independent count at a scheduled moment, whether cattle are counted from the ground or the air.

Best for: Periodic audits, transactions, and spot checks.

Evidence between checks

Fixed-camera layer

Adds repeated observations, time-stamped movement context, and a short list of pens that need review.

Best for: Ongoing reconciliation and movement exceptions.

Identity continuity

Cameras should connect with EID/RFID—not compete with it

EID and RFID work well at controlled read points. During chute processing, the electronic identifier can be associated with the visual ear tag, face, and muzzle images captured during the same passage. That gives the yard both a known electronic ID and a visual reference record.

After the animal leaves the chute, fixed cameras can add pen-presence and movement context between controlled reads. The EID remains the electronic identifier; the cameras add evidence about where and when the animal was observed.

Current APHIS cattle-identification guidance says to record all forms of identification when an animal has more than one. See the APHIS cattle-identification reference.

Built for the people running the yard

Give each person the answer they need

The system should turn the same camera evidence into a useful operating answer—not dump more raw video on the crew.

Owner or general manager

Which pens do not reconcile, and how long have they been out?

Yard manager

Was there an unexplained move, a wrong-pen event, or cattle out?

Cattle accounting

What observation supports the expected head count and movement record?

Processing crew

Can the EID/RFID read be tied to the animal’s visual reference record?

Livestock Technologies field team measuring the Tuskegee University feedlot before camera installation

Field-installed at Tuskegee

This operating model comes from a working deployment

Livestock Technologies has day-and-night fixed-camera coverage installed across 60 head and four pens at the Tuskegee University research feedlot, with chute reference capture, wireless backhaul, and on-site processing.

See the Tuskegee feedlot deployment →

Start where the answer matters

How to start a feedlot cattle inventory pilot

Do not begin by instrumenting the entire yard. Pick a useful set of pens, name the inventory problem, and agree on how your team will judge the result.

Bring these five things to the site review

  • A current yard or pen map
  • Expected head counts for the pilot pens
  • The movement events your team already records
  • Known visibility, lighting, power, or network constraints
  • The person who will review and close an exception

From there, Livestock Technologies maps camera positions, comparison windows, exception rules, review responsibilities, and acceptance criteria. The pilot should answer a business question your operation can act on.

If pen counts are not your first priority, the same field infrastructure can support other observation workflows. See the broader Livestock Technologies feedlot workflow.

Straight answers

Feedlot cattle inventory questions

What is a feedlot cattle inventory system?

It is the people, records, and tools used to track how many cattle should be in each lot or pen. Livestock Technologies adds a fixed-camera observation layer that can compare what the yard record expects with what the system observes, then send the mismatch to a person for review.

Can cameras replace our feedlot management software?

No replacement is required. Your yard software remains the operating record. The camera layer adds time-stamped pen-count and movement evidence so your team can find and resolve exceptions faster.

How does camera-based inventory work with EID or RFID?

At a controlled chute read, the EID/RFID number can be associated with visual ear-tag, face, and muzzle images captured during the same passage. Fixed cameras can then add pen-presence and movement context between controlled reads.

What is the best place to start a feedlot inventory pilot?

Start with a small group of pens where the expected count and movement history are known. Agree on the review process, operating conditions, and acceptance criteria before installation, then compare observed counts with the yard record.

Sources & documentation

Updated August 1, 2026

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