Law enforcement agencies in the United States operate qualification programs that are, by any reasonable measure, a serious institutional investment. Training staff, range time, ammunition, administrative infrastructure, legal oversight: the resources committed to putting officers through a qualification course represent a genuine organizational commitment to documented readiness. No one inside these agencies is indifferent to whether their officers can perform under pressure. The question being raised by serious practitioners with growing urgency is more specific than that: does the documentation produced by the current qualification process accurately reflect the operational capability it claims to measure?
That question deserves a careful answer. Not because the agencies asking it have failed, but because the tools available to answer it have, until recently, been limited.
The qualification record is only as reliable as the process that produced it. When the process has limits, the record inherits them.
Roberto Alonso spent 36 years on South Florida firing lines observing qualification outcomes. His insight, published in these pages in The Survival Gap, is not a critique of individual officers or instructors. It is a pattern observation from a career's worth of repetition: the standard qualification course measures performance under controlled conditions that bear limited resemblance to the conditions of an actual encounter. Stationary targets. Good lighting. A rested shooter. A known sequence. These conditions produce a measurable result. What they cannot produce is confidence that the same performance will be available when the conditions change. In the field, the conditions always change.
Motor learning research supports what Alonso observed on the firing line. Skills rehearsed under low-stress, controlled conditions are encoded differently than skills rehearsed under genuine pressure. The neurological pathway that produces reliable performance when a shooter is calm and prepared is not the same pathway activated when adrenaline is present, fatigue has accumulated, and the situation is uncontrolled. Building the second kind of readiness requires a different kind of practice. Alonso's observation is that the standard qualification course builds the first kind and documents it as if it were the second. That gap is not a character flaw of any agency. It is a structural limitation of the measurement tool.
Herfel Torres approaches the same gap from a direction the training community rarely addresses. A Master Law Enforcement firearms instructor with 30 years of experience and COO of Valortec, Torres published The Predator Is Your Lead Instructor in these pages, a piece grounded in the criminology literature on pre-contact offender behavior. His core observation is this: the encounter does not begin when the officer or armed civilian identifies the threat. It begins earlier, when the criminal actor has already completed his assessment and made his selection decision based almost entirely on behavioral signals: gait, posture, environmental awareness, the presence or absence of what Torres calls structural readiness.
The research Torres draws on is specific. Studies using point-light movement displays, reducing human subjects to nothing but biomechanics, demonstrated that observers could reliably distinguish individuals who appear easy to attack from those who do not, based on gait alone. Incarcerated offenders with stronger predatory behavioral profiles were more accurate at this assessment than the general population. What this means for training programs is direct: marksmanship on a flat range addresses what happens after the adversary has already committed. The pre-contact stage, where many encounters are effectively decided, receives almost no dedicated attention in standard qualification curricula. Torres is not arguing that agencies are negligent. He is identifying a stage of the encounter that the current measurement framework does not reach.
A qualification score documents one dimension of readiness. The encounter tests several others simultaneously.
Kyle Barrington brings the longest institutional view to this conversation. A retired U.S. Army Green Beret, 16-year Senior Firearms Instructor at FLETC, founding cadre member of the 3rd Special Forces Group Advanced Urban Combat program, and author of Green Beret Instructor's Guide to Everyday Carry, Barrington has worked inside both the military's stress inoculation model and the federal law enforcement training pipeline. His two pieces in these pages, When the Record Is Clean and the Officer Is Not and The Instructor You Choose to Be, identify the resource and liability pressures that make qualification reform difficult for agencies operating under real constraints, and lay out what honest training doctrine actually requires of the people doing the teaching.
Barrington's point is not that agencies do not care about readiness. It is that agencies operate within genuine fiscal and legal boundaries that shape what training can realistically deliver. Full stress inoculation programs, the kind the military builds into selection and qualification, require significant investment in time, repetition, and infrastructure. They also surface performance gaps that create administrative obligations. Agencies managing large recruit classes, constrained budgets, and legal exposure face a difficult set of decisions that do not resolve easily. Barrington understands those constraints from the inside. His argument is that naming them honestly is the first step toward addressing them.
What these perspectives share is not pessimism about law enforcement training. They share a clear-eyed view of where the current measurement framework reaches its limits, and a common question about what a more complete picture of readiness would require.
The answer the industry is beginning to develop is infrastructure, not ideology. The qualification process, as it currently exists in most agencies, depends on manual target scoring, human data entry, and paper or basic digital records that are difficult to audit, easy to contest, and impossible to verify at scale. That is not a moral failure. It is a technology gap, and technology gaps can be closed.
What agencies need, and what the liability environment increasingly demands, is a qualification record that is objective, instant, audit-ready, and independently verifiable. A record produced not by a human counting holes in a paper target and entering numbers into a spreadsheet, but by a system that scans the target, calculates the score, timestamps the result, and stores it in a format that cannot be altered after the fact. The kind of evidentiary standard that already exists for use-of-force incidents, body camera footage stored on verified chain-of-custody platforms, applied to the qualification record itself.
The agencies best positioned for the next decade are not the ones that trained hardest. They are the ones that can prove it.
To be clear about what verification does and does not solve: a tamper-resistant qualification record does not close the neurological gap Alonso identified, or address the pre-contact behavioral dimension Torres described, or resolve the resource constraints Barrington outlined. The complexity of building genuine operational readiness remains exactly as demanding as it has always been. What objective verification does is establish an honest baseline: a record the agency, the officer, the administrator, and if necessary the court can trust as an accurate account of what was demonstrated on a given day under documented conditions. Accountability cannot begin where the record is unreliable. Verification is the floor, not the ceiling.
None of this comes without friction. Agencies that move toward objective, auditable qualification systems will encounter resistance: from officers accustomed to scoring processes that allow human discretion, from administrators who recognize that a more reliable record is also a more discoverable one, and from organizational cultures that have long treated the qualification course as a threshold to clear rather than a capability to verify. That resistance is real and should be anticipated. But it is also the same resistance that surrounded body-worn cameras a decade ago, and the agencies that worked through it are now in a structurally stronger position, legally and operationally, than those that delayed.
The practitioners who contributed to this conversation are not asking agencies to do the impossible. They are identifying, from decades of combined field experience, where the current system's measurement limits are and what a more complete approach to readiness documentation would require. That conversation is already happening at the practitioner level. The question is whether agencies engage it now on their own terms, or later under less favorable conditions.
The questions worth asking are operational. Whether the current qualification scoring process would hold up under independent audit. Whether scoring reliability holds across a full qualification day, across different range staff, across weather and light conditions. Whether the records being produced today would serve or expose an agency if the next use-of-force incident goes to litigation. The time to answer those questions is before the incident, not after.
The qualification record is a starting point, not a destination. The agencies that treat it that way, and invest in making that record as reliable and verifiable as the training it represents, are the ones building the institutional foundation to have a different conversation about readiness. Not just to document it. To prove it.
A ZRINTEL EDITORIAL
ZRIntel Insight brings together field-tested knowledge from practitioners across the firearms, law enforcement, military, and defense communities. This editorial draws on four contributors whose work has appeared in these pages: Roberto Alonso, Herfel Torres, and Kyle "Panda" Barrington.
REFERENCED IN THIS EDITORIAL
Roberto Alonso — “The Survival Gap” — zrintel.com/insights?article=the-survival-gap
Herfel Torres — “The Predator Is Your Lead Instructor” — zrintel.com/insights
Kyle "Panda" Barrington — “When the Record Is Clean and the Officer Is Not” — zrintel.com/insights