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    Tech AI Verse
    You are at:Home»Technology»RuBee
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    RuBee

    TechAiVerseBy TechAiVerseNovember 24, 2025No Comments20 Mins Read2 Views
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    RuBee

    I have at least a few readers for which the sound of a man’s voice saying
    “government cell phone detected” will elicit a palpable reaction. In
    Department of Energy facilities across the country, incidences of employees
    accidentally carrying phones into secure areas are reduced through a sort of
    automated nagging. A device at the door monitors for the presence of a tag;
    when the tag is detected it plays an audio clip. Because this is the government,
    the device in question is highly specialized, fantastically expensive, and
    says “government cell phone” even though most of the phones in question are
    personal devices. Look, they already did the recording, they’re not changing
    it now!

    One of the things that I love is weird little wireless networks. Long ago I
    wrote about ANT+,
    for example, a failed personal area network standard designed mostly around
    fitness applications. There’s tons of these, and they have a lot of
    similarities—so it’s fun to think about the protocols that went down a
    completely different path. It’s even better, of course, if the protocol is
    obscure outside of an important niche. And a terrible website, too? What more
    could I ask for.

    The DoE’s cell-phone nagging boxes, and an array of related but more critical
    applications, rely on an unusual personal area networking protocol called RuBee.

    RuBee is a product of Visible Assets Inc., or VAI, founded in 2004 1 by John K.
    Stevens. Stevens seems a somewhat improbable founder, with a background in
    biophysics and eye health, but he’s a repeat entrepreneur. He’s particularly fond of companies
    called Visible: he founded Visible Assets after his successful tenure as CEO of
    Visible Genetics. Visible Genetics was an early innovator in DNA sequencing, and
    still provides a specialty laboratory service that sequences samples of HIV in
    order to detect vulnerabilities to antiretroviral medications.

    Clinical trials in the early 2000s exposed Visible Genetics to one of the more
    frustrating parts of health care logistics: refrigeration. Samples being shipped
    to the lab and reagents shipped out to clinics were both temperature sensitive.
    Providers had to verify that these materials had stayed adequately cold throughout
    shipping and handling, otherwise laboratory results could be invalid or incorrect.
    Stevens became interested in technical solutions to these problems; he wanted
    some way to verify that samples were at acceptable temperatures both in storage
    and in transit.

    Moreover, Stevens imagined that these sensors would be in continuous communication.
    There’s a lot of overlap between this application and personal area networks (PANs),
    protocols like Bluetooth that provide low-power communications over short ranges.
    There is also clear overlap with RFID; you can buy RFID temperature sensors.
    VAI, though, coined the term visibility network to describe RuBee. That’s
    visibility as in asset visibility: somewhat different from Bluetooth or RFID,
    RuBee as a protocol is explicitly designed for situations where you need to
    “keep tabs” on a number of different objects. Despite the overlap with other
    types of wireless communications, the set of requirements on a visibility network
    have lead RuBee down a very different technical path.

    Visibility networks have to be highly reliable. When you are trying to keep
    track of an asset, a failure to communicate with it represents a fundamental
    failure of the system. For visibility networks, the ability to actually convey
    a payload is secondary: the main function is just reliably detecting that
    endpoints exist. Visibility networks have this in common with RFID, and indeed,
    despite its similarities to technologies like BLE RuBee is positioned mostly as
    a competitor to technologies like UHF RFID.

    There are several differences between RuBee and RFID; for example, RuBee uses
    active (battery-powered) tags and the tags are generally powered by a complete
    4-bit microcontroller. That doesn’t necessarily sound like an advantage, though.
    While RuBee tags advertise a battery life of “5-25 years”, the need for a battery seems
    mostly like a liability. The real feature is what active tags enable: RuBee
    operates in the low frequency (LF) band, typically at 131 kHz.

    At that low frequency, the wavelength is very long, about 2.5 km. With such a
    long wavelength, RuBee communications all happen at much less than one wavelength
    in range. RF engineers refer to this as near-field operation, and it has some
    properties that are intriguingly different from more typical far-field RF
    communications. In the near-field, the magnetic field created by the antenna is
    more significant than the electrical field. RuBee devices are intentionally
    designed to emit very little electrical RF signal. Communications within a RuBee network are
    achieved through magnetic, not electrical fields. That’s the core of RuBee’s magic.

    The idea of magnetic coupling is not unique to RuBee. Speaking of the near-field,
    there’s an obvious comparison to NFC which works much the same way. The main difference,
    besides the very different logical protocols, is that NFC operates at 13.56 MHz.
    At this higher frequency, the wavelength is only around 20 meters. The requirement
    that near-field devices be much closer than a full wavelength leads naturally to
    NFC’s very short range, typically specified as 4 cm.

    At LF frequencies, RuBee can achieve magnetic coupling at ranges up to about 30
    meters. That’s a range comparable to, and often much better than, RFID inventory
    tracking technologies. Improved range isn’t RuBee’s only benefit over RFID. The
    properties of magnetic fields also make it a more robust protocol. RuBee promises
    significantly less vulnerability to shielding by metal or water than RFID.

    There are two key scenarios where this comes up: the first is equipment stored in
    metal containers or on metal shelves, or equipment that is itself metallic. In
    that scenario, it’s difficult to find a location for an RFID tag that won’t suffer
    from shielding by the container. The case of water might seem less important, but
    keep in mind that people are made mostly of water. RFID reading is often unreliable
    for objects carried on a person, which are likely to be shielded from the reader
    by the water content of the body.

    These problems are not just theoretical. WalMart is a major adopter of RFID inventory
    technology, and in early rollouts struggled with low successful read rates. Metal,
    moisture (including damp cardboard boxes), antenna orientation, and multipath/interference
    effects could cause read failure rates as high as 33% when scanning a pallet of goods.
    Low read rates are mostly addressed by using RFID “portals” with multiple antennas.
    Eight antennas used as an array greatly increase read rate, but at a cost of over
    ten thousand dollars per portal system. Even so, WalMart seems to now target a
    success rate of only 95% during bulk scanning.

    95% might sound pretty good, but there are a lot of visibility applications where
    a failure rate of even a couple percent is unacceptable. These mostly go by the
    euphemism “high value goods,” which depending on your career trajectory you may
    have encountered in corporate expense and property policies. High-value goods
    tend to be items that are both attractive to theft and where theft has particularly
    severe consequences. Classically, firearms and explosives. Throw in classified
    material for good measure.

    I wonder if Stevens was surprised by RuBee’s market trajectory. He came out of
    the healthcare industry and, it seems, originally developed RuBee for cold
    chain visibility… but, at least in retrospect, it’s quite obvious that its
    most compelling application is in the armory.

    Because RuBee tags are small and largely immune to shielding by metals, you
    can embed them directly in the frames of firearms, or as an aftermarket
    modification you can mill out some space under the grip. RuBee tags in
    weapons will read reliably when they are stored in metal cases or on
    metal shelving, as is often the case. They will even read reliably when a
    weapon is carried holstered, close to a person’s body.

    Since RuBee tags incorporate an active microcontroller, there are even more
    possibilities. Temperature logging is one thing, but firearm-embedded RuBee
    tags can incorporate an accelerometer (NIST-traceable, VAI likes to emphasize)
    and actually count the rounds fired.


    Sidebar time: there is a long history of political hazard around “smart guns.”
    The term “smart gun” is mostly used more specifically for firearms that
    identify their user, for example by fingerprint authentication or detection of
    an RFID fob. The idea has become vague enough, though, that mention of a
    firearm with any type of RFID technology embedded would probably raise the
    specter of the smart gun to gun-rights advocates.

    Further, devices embedded in firearms that count the number of
    rounds fired have been proposed for decades, if not a century, as a means of
    accountability. The holder of a weapon could, in theory, be required to
    positively account for every round fired. That could eliminate incidents of
    unreported use of force by police, for example. In practice I think this is
    less compelling than it sounds, simple counting of rounds leaves too many
    opportunities to fudge the numbers and conceal real-world use of a weapon as
    range training, for example.

    That said, the NRA has long been vehemently opposed to the incorporation of any sort of
    technology into weapons that could potentially be used as a means of state
    control or regulation. The concern isn’t completely unfounded; the state of
    New Jersey did, for a time, have legislation that would have made user-identifying
    “smart guns” mandatory if they were commercially available. The result of
    the NRA’s strident lobbying is that no such gun has ever become commercially
    available; “smart guns” have been such a political third rail that any firearms
    manufacturer that dared to introduce one would probably face a boycott by most
    gun stores. For better or worse, a result of the NRA’s powerful political
    advocacy in this area is that the concept of embedding security or accountability
    technology into weapons has never been seriously pursued in the US. Even a
    tentative step in that direction can produce a huge volume of critical press
    for everyone involved.

    I bring this up because I think it explains some of why VAI seems a bit vague
    and cagey about the round-counting capabilities of their tags. They position it
    as purely a maintenance feature, allowing the armorer to keep accurate tabs on
    the preventative maintenance schedule for each individual weapon (in armory
    environments, firearm users are often expected to report how many rounds
    they fired for maintenance tracking reasons). The resistance of RuBee tags
    to concealment is only positioned as a deterrent to theft, although the idea
    of RuBee-tagged firearms creates obvious potential for security screening.
    Probably the most profitable option for VAI would be to promote RuBee-tagged
    firearms as tool for enforcement of gun control laws, but this is
    a political impossibility and bringing it up at all could cause significant
    reputational harm, especially with the government as a key customer. The result
    is marketing copy that is a bit odd, giving a set of capabilities that imply
    an application that is never mentioned.


    VAI found an incredible niche with their arms-tracking application. Institutional
    users of firearms, like the military, police, and security forces, are relatively
    price-insensitive and may have strict accounting requirements. By the mid-’00s,
    VAI was into the long sales cycle of proposing the technology to the military.
    That wasn’t entirely unsuccessful. RuBee shot-counting weapon inventory tags were
    selected by the Naval Surface Warfare Center in 2010 for installation on SCAR
    and M4 rifles. That contract had a five-year term, it’s unclear to me if it was
    renewed. Military contracting opened quite a few doors to VAI, though, and
    created a commercial opportunity that they eagerly pursued.

    Perhaps most importantly, weapons applications required an impressive round of
    safety and compatibility testing. RuBee tags have the fairly unique distinction
    of military approval for direct attachment to ordnance, something called “zero
    separation distance” as the tags do not require a minimum separation from
    high explosives. Central to that certification are findings of intrinsic safety
    of the tags (that they do not contain enough energy to trigger explosives) and
    that the magnetic fields involved cannot convey enough energy to heat anything
    to dangerous temperatures.

    That’s not the only special certification that RuBee would acquire. The military
    has a lot of firearms, but military procurement is infamously slow and mercurial.
    Improved weapon accountability is, almost notoriously, not a priority for the
    US military which has often had stolen weapons go undetected until their later
    use in crime. The Navy’s interest in RuBee does not seem to have translated to
    more widespread military applications.

    Then you have police departments, probably the largest institutional owners of
    firearms and a very lucrative market for technology vendors. But here we run
    into the political hazard: the firearms lobby is very influential on police
    departments, as are police unions which generally oppose technical accountability
    measures. Besides, most police departments are fairly cash-poor and are not
    likely to make a major investment in a firearms inventory system.

    That leaves us with institutional security forces. And there is one category
    of security force that are particularly well-funded, well-equipped, and
    beholden to highly R&D-driven, almost pedantic standards of performance:
    the protection forces of atomic energy facilities.

    Protection forces at privately-operated atomic energy facilities, such as
    civilian nuclear power plants, are subject to licensing and scrutiny by the
    Nuclear Regulatory Commission. Things step up further at the many facilities
    operated by the National Nuclear Security Administration (NNSA). Protection
    forces for NNSA facilities are trained at the Department of Energy’s National
    Training Center, at the former Manzano Base here in Albuquerque. Concern over
    adequate physical protection of NNSA facilities has lead Sandia National
    Laboratories to become one of the premier centers for R&D in physical security.
    Teams of scientists and engineers have applied sometimes comical scientific rigor to “guns,
    gates, and guards,” the traditional articulation of physical security in the
    nuclear world.

    That scope includes the evaluation of new technology for the management of
    protection forces, which is why Oak Ridge National Laboratory launched an
    evaluation program for the RuBee tagging of firearms in their armory. The
    white paper on this evaluation is curiously undated, but citations “retrieved 2008”
    lead me to assume that the evaluation happened right around the middle of the
    ’00s. At the time, VAI seems to have been involved in some ultimately unsuccessful
    partnership with Oracle, leading to the branding of the RuBee system as Oracle
    Dot-Tag Server. The term “Dot-Tag” never occurs outside of very limited materials
    around the Oracle partnership, so I’m not sure if it was Oracle branding for
    RuBee or just some passing lark. In any case, Oracle’s involvement seems to have
    mainly just been the use of the Oracle database for tracking inventory data—which
    was naturally replaced by PostgreSQL at Oak Ridge.

    The Oak Ridge trial apparently went well enough, and around the same time, the Pantex
    Plant in Texas launched an evaluation of RuBee for tracking classified tools.
    Classified tools are a tricky category, as they’re often metallic and often stored
    in metallic cases. During the trial period, Pantex tagged a set of sample classified
    tools with RuBee tags and then transported them around the property, testing the
    ability of the RuBee controllers to reliably detect them entering and exiting areas of
    buildings. Simultaneously, Pantex evaluated the use of RuBee tags to track containers
    of “chemical products” through the manufacturing lifecycle. Both seem to have
    produced positive results.

    There are quite a few interesting and strange aspects of the RuBee system, a
    result of its purpose-built Visibility Network nature. A RuBee controller can have
    multiple antennas that it cycles through. RuBee tags remain in a deep-sleep mode
    for power savings until they detect a RuBee carrier during their periodic wake
    cycle. When a carrier is detected, they fully wake and listen for traffic. A
    RuBee controller can send an interrogate message and any number of tags can respond,
    with an interesting and novel collision detection algorithm used to ensure
    reliable reading of a large number of tags.

    The actual RuBee protocol is quite simple, and can also be referred to as IEEE 1902.1
    since the decision of VAI to put it through the standards process. Packets are
    small and contain basic addressing info, but they can also contain arbitrary payload in both directions,
    perfect for data loggers or sensors. RuBee tags are identified by something that VAI
    oddly refers to as an “IP address,” causing some confusion over whether or not VAI
    uses IP over 1902.1. They don’t, I am confident saying after reading a whole lot of
    documents. RuBee tags, as standard, have three different 4-byte addresses. VAI refers
    to these as “IP, subnet, and MAC,” 2 but these names are more like analogies.
    Really, the “IP address” and “subnet” are both configurable arbitrary addresses,
    with the former intended for unicast traffic and the latter for broadcast. For example,
    you would likely give each asset a unique IP address, and use subnet addresses for
    categories or item types. The subnet address allows a controller to interrogate for
    every item within that category at once. The MAC address is a fixed, non-configurable
    address derived from the tag’s serial number. They’re all written in the formats
    we associate with IP networks, dotted-quad notation, as a matter of convenience.

    And that’s about it as far as the protocol specification, besides of course the
    physical details which are a 131,072 Hz carrier, 1024 Hz data clock, either ASK
    or BPSK modulation. The specification also describes an interesting mode called
    “clip,” in which a set of multiple controllers interrogate in exact synchronization
    and all tags then reply in exact synchronization. Somewhat counter-intuitively,
    because of the ability of RuBee controllers to separate out multiple simultaneous
    tag transmissions using an anti-collision algorithm based on random phase shifts
    by each tag, this is ideal. It allows a room, say an armory, full of RuBee
    controllers to rapidly interrogate the entire contents of the room. I think this
    feature may have been added after the Oak Ridge trials…

    RuBee is quite slow, typically 1,200 baud, so inventorying a large number of assets
    can take a while (Oak Ridge found that their system could only collect data on 2-7
    tags per second per controller). But it’s so robust that it an achieve a 100% read
    rate in some very challenging scenarios. Evaluation by the DoE and the military
    produced impressive results. You can read, for example, of a military experiment in
    which a RuBee antenna embedded in a roadway reliably identified rifles secured in
    steel containers in passing Humvees.

    Paradoxically, then, one of the benefits of RuBee in the military/defense context
    is that it is also difficult to receive. Here is RuBee’s most interesting trick:
    somewhat oversimplified, the strength of an electrical radio signal goes as 1/r,
    while the strength of a magnetic field goes as 1/r^3. RuBee equipment is optimized,
    by antenna design, to produce a minimal electrical field. The result is that RuBee
    tags can very reliably be contacted at short range (say, around ten feet), but are
    virtually impossible to contact or even detect at ranges over a few hundred feet.
    To the security-conscious buyer, this is a huge feature. RuBee tags are highly
    resistant to communications or electronic intelligence collection.

    Consider the logical implications of tagging the military’s rifles. With
    conventional RFID, range is limited by the size and sensitivity of the antenna.
    Particularly when tags are incidentally powered by a nearby reader, an adversary
    with good equipment can detect RFID tags at very long range. VAI heavily references
    a 2010 DEFCON presentation, for example, that demonstrated detection of RFID tags
    at a range of 80 miles. One imagines that opportunistic detection by satellite is feasible for
    a state intelligence agency. That means that your rifle asset tracking is also
    revealing the movements of soldiers in the field, or at least providing a way to
    detect their approach.

    Most RuBee tags have their transmit power reduced by configuration, so even the
    maximum 100′ range of the protocol is not achievable. VAI suggests that typical
    RuBee tags cannot be detected by radio direction finding equipment at ranges
    beyond 20′, and that this range can be made shorter by further reducing transmit
    power.

    Once again, we have caught the attention of the Department of Energy. Because of
    the short range of RuBee tags, they have generally been approved as not representing
    a COMSEC or TEMPEST hazard to secure facilities. And that brings us back to the
    very beginning: why does the DoE use a specialized, technically interesting, and
    largely unique radio protocol to fulfill such a basic function as nagging people
    that have their phones? Because RuBee’s security properties have allowed it to be
    approved for use adjacent to and inside of secure facilities. A RuBee tag, it is
    thought, cannot be turned into a listening device because the intrinsic range
    limitation of magnetic coupling will make it impossible to communicate with the
    tag from outside of the building. It’s a lot like how infrared microphones still
    see some use in secure facilities, but so much more interesting!

    VAI has built several different product lines around RuBee, with names like
    Armory 20/20 and Shot Counting Allegro 20/20 and Store 20/20. The founder started
    his career in eye health, remember. None of them are that interesting, though.
    They’re all pretty basic CRUD applications built around polling multiple RuBee
    controllers for tags in their presence.

    And then there’s the “Alert 20/20 DoorGuard:” a metal pedestal with a RuBee
    controller and audio announcement module, perfect for detecting government
    cell phones.

    One of the strangest things about RuBee is that it’s hard to tell if it’s still
    a going concern. VAI’s website has a press release section, where nothing has been
    posted since 2019. The whole website feels like it was last revised even longer
    ago. When RuBee was newer, back in the ’00s, a lot of industry journals covered it
    with headlines like “the new RFID.” I think VAI was optimistic that RuBee could
    displace all kinds of asset tracking applications, but despite some special
    certifications in other fields (e.g. approval to use RuBee controllers and tags
    around pacemakers in surgical suites), I don’t think RuBee has found much success
    outside of military applications.

    RuBee’s resistance to shielding is impressive, but RFID read rates have improved
    considerably with new DSP techniques, antenna array designs, and the generally
    reduced cost of modern RFID equipment. RuBee’s unique advantages, its security
    properties and resistance to even intentional exfiltration, are interesting but
    not worth much money to buyers other than the military.

    So that’s the fate of RuBee and VAI: defense contracting. As far as I can tell,
    RuBee and VAI are about as vital as they have ever been, but RuBee is now installed
    as just one part of general defense contracts around weapons systems, armory
    management, and process safety and security. IEEE standardization has opened the
    door to use of RuBee by federal contractors under license, and indeed, Lockheed
    Martin is repeatedly named as a licensee, as are firearms manufacturers with military
    contracts like Sig Sauer.

    Besides, RuBee continues to grow closer to the DoE. In 2021, VAI appointed Lisa
    Gordon-Hagerty to it board of directors. Gordon-Hagerty was undersecretary of
    Energy and had lead the NNSA until the year before. This year, the New Hampshire
    Small Business Development Center wrote a glowing profile of VAI. They described
    it as a 25-employee company with a goal of hitting $30 million in annual revenue in the
    next two years.

    Despite the outdated website, VAI claims over 1,200 RuBee sites in service. I wonder
    how many of those are Alert 20/20 DoorGuards? Still, I do believe there are military
    weapons inventory systems currently in use. RuBee probably has a bright future, as a
    niche technology for a niche industry. If nothing else, they have legacy installations
    and intellectual property to lean on. A spreadsheet of VAI-owned patents on RuBee,
    with nearly 200 rows, encourages would-be magnetically coupled visibility network inventors
    not to go it on their own. I just wish I could get my hands on a controller….

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