Across the law enforcement training landscape, one recurring critique surfaces from instructors who work closest to performance failures: qualification scores often conceal deeper problems in decision-making and skill application. Keith Hanson has built much of his professional identity around that tension — and then built a framework to address it.
In a recent conversation, Hanson was direct about what drove him to develop NeuralTac™. 'Nobody sees the reason teaching fails,' he said. That observation — simple on the surface, consequential in practice — is the founding premise of everything he has built. Most training programs diagnose shooter errors. NeuralTac diagnoses instructor errors. That is a fundamentally different starting point.
Based in Concord, New Hampshire, Hanson operates within the specialized world of police training development, where curriculum design carries legal, operational, and cultural consequences. His work centers on what he describes as high-liability training environments — contexts in which instruction is not merely about passing a course or meeting departmental requirements, but about preparing officers for decisions that may later be scrutinized in courtrooms and internal reviews.
That framing shapes his approach to firearms training and use-of-force instruction. Rather than emphasizing marksmanship as a standalone skill, Hanson focuses on how shooters interpret context, recognize patterns, and make decisions under pressure. In practical terms, this places judgment and cognition at the center of the curriculum rather than the edges.
Hanson currently serves as Director of Law Enforcement Training at Critical Dynamics, a role he has held since 2017. In that position, he develops programs that examine not only shooting performance but also the reasoning processes surrounding force decisions.
What NeuralTac™ Actually Addresses
The name itself signals the philosophy. Neural refers to cognitive processing and decision systems. Tac is short for tactical. Together, the framework is built around a core question most training programs never ask: what happens before the shot?
NeuralTac operates across three interconnected domains. The first is cognitive decision-making — perception, recognition, judgment, and decision timing. These are the mental processes that occur before a trigger is pressed, and they are the processes most likely to fail in real encounters regardless of range performance.
The second domain is pattern recognition in performance. NeuralTac treats shooter errors as patterns rather than isolated mistakes. Anticipation, decision delay, threat misidentification, mechanical breakdown under stress — these are not random failures. They are recurring patterns that skilled diagnosis can identify and address. This is closer to sports performance coaching than traditional firearms instruction.
The third domain is remediation. Standard police training follows a simple loop: qualify, fail, repeat. NeuralTac replaces that loop with a diagnostic cycle: identify the pattern, diagnose the cause, apply targeted correction, re-evaluate. The difference is the difference between repeating a problem and solving it.
The result is a framework that treats firearms instruction as a behavioral system rather than a mechanical one. Shooting accuracy still matters — but it is interpreted as one variable among many: perception, decision-making, emotional regulation, and cognitive load all influence whether performance holds when it actually matters.
Hanson's professional footprint also extends into the legal domain. He has served as an expert witness in use-of-force cases and has experience as a cognitive and forensic interviewer. That exposure informs his curriculum design in visible ways. Instructors who routinely observe how incidents are dissected in legal proceedings tend to build programs around documentation, decision articulation, and defensibility — not just split times and group sizes.
NeuralTac courses, including Master Firearms Trainer and Remediation Specialist, aim to build instructors who can diagnose shooter performance problems and address them systematically. The emphasis on instructor development — rather than shooter development — is the distinguishing feature. Most programs produce better shooters. NeuralTac attempts to produce better teachers of shooting.
Outside of formal courses, Hanson maintains a visible presence in the training community through written commentary and professional discussion. His articles and posts frequently challenge what he characterizes as performative or check-the-box training practices — a critique that reflects a broader debate within the firearms instruction world about whether static range drills and qualification standards can ever reflect the complexity of real-world encounters.
For instructors working inside modern law enforcement environments, the role increasingly resembles that of a systems architect rather than a traditional range coach. Curriculum design must integrate legal considerations, human factors research, and operational realities into a coherent training structure. NeuralTac's framing — focusing on neural processing, pattern recognition, and decision structures — represents a deliberate attempt to bring that architecture into standard instruction without abandoning practical range work.
Whether such frameworks achieve widespread adoption remains an open question. Law enforcement training tends to evolve slowly due to institutional inertia, budget constraints, and the logistical challenge of retraining large agencies. New models must prove not only conceptual value but also operational practicality.
What Hanson's work illustrates, however, is the direction in which serious instructors believe the field must move. The era when firearms training could be treated as a narrow marksmanship discipline is giving way to broader conversations about cognition, accountability, and measurable performance signals. NeuralTac is one of the more structured attempts to build a curriculum around that shift.
ShoQ's Analysis:
Keith Hanson represents a segment of the law enforcement training community attempting to recalibrate how competence is defined and measured. The founding insight of NeuralTac — that nobody examines why teaching fails — is both a critique of the industry and a practical design brief. The shift from qualification-centric to decision-centric instruction reflects broader institutional pressures facing police agencies. If frameworks like NeuralTac gain traction, they could influence how departments structure remediation, instructor certification, and performance evaluation. The alignment between NeuralTac's conceptual analysis of what happens before the shot and emerging measurement technologies that capture what happens during the shot represents a natural convergence — one that could significantly advance how performance is understood, diagnosed, and corrected in high-liability training environments.