Before a commercial pilot carries a single passenger, they have logged hundreds of hours in a flight simulator. Before a surgical resident makes their first incision, they have practiced on mannequins, cadavers, and virtual models. High-stakes professions have known for decades that the most dangerous time to encounter a difficult situation for the first time is when the outcome actually matters.
ABA is a high-stakes profession. The skills a behavior analyst needs — reading behavioral cues, adjusting reinforcement in the moment, managing escalating behavior, pivoting from DTT to NET when a learner loses engagement — require a kind of judgment that coursework alone does not build. And yet, many BCBAs and RBTs enter direct client work having never practiced those skills on anything but real clients.
That is starting to change.
How Medicine Closed the Rep Gap
In medical training, simulation has been standard practice for over three decades. Simulation-based medical education (SBME) emerged from a straightforward insight: trainees needed a way to build procedural fluency before the patient’s safety depended on it.
The evidence is striking. A landmark 2011 meta-analysis published in JAMA found that simulation-based training improved skill acquisition across procedures ranging from central line placement to laparoscopic surgery. Studies on surgical training consistently show that time in simulation reduces errors in the operating room, shortens procedures, and accelerates skill development compared to observe-and-then-try approaches.
The mechanism is not mysterious. Simulation allows for deliberate practice — the specific kind of practice, with immediate feedback and repeated rehearsal, that expertise researchers like Anders Ericsson identified as the key driver of skill development in any domain. In simulation, a learner can make a mistake, understand exactly what went wrong, and try again. In a clinical setting with a real client, that feedback loop is slower, more costly, and — when the stakes are high — potentially harmful.
What Aviation Got Right
Aviation’s approach goes even further. Flight simulators are not just for building basic proficiency. They are specifically designed to expose pilots to failure scenarios — events that are rare, dangerous, or impossible to engineer in real flight.
This is the key insight: simulation is not just a substitute for practice. It is a venue for the experiences you cannot safely manufacture otherwise. Engine fires, instrument failures, severe turbulence at critical moments — simulators allow pilots to encounter these situations, make decisions, fail safely, and learn without consequence.
The ICAO (International Civil Aviation Organization) has mandated simulation training for commercial pilots globally because the evidence is unambiguous: crews who train in simulators for emergency procedures perform better in actual emergencies. Not because they remembered what to do, but because they had already done it — in a place where the cost of failure was zero.
The Training Gap in ABA
ABA practitioners face a version of this same problem. A BCBA graduating from a university program will have studied behavior-analytic principles, completed BACB-required supervision hours, and passed a rigorous exam. What they will not have had, in most cases, is dozens of reps running difficult sessions — managing a learner who is having a hard day, navigating a transition that triggers problem behavior, deciding in the moment whether to push through a trial or shift to naturalistic teaching.
These situations require judgment. Judgment is built through experience. And in ABA, that experience has historically been acquired with real clients, under supervision — which means the learning happens at the expense of the people the practitioner is trying to help.
Supervision hours provide oversight and feedback, but they are not the same as deliberate practice. A supervisor watching a session can debrief afterward, but they cannot rewind the tape and let the clinician try the moment again. Simulation can.
How Kipr Helps
Kipr is building AI-powered simulation for behavior analysts and behavior therapists. The premise is the same one medicine and aviation proved out: practitioners build better judgment, faster, when they can practice difficult scenarios in a safe environment before applying those skills with real clients.
With Kipr, BCBAs and RBTs work through sessions with AI personas that simulate real client behavior — pulling from the kinds of scenarios a clinician will encounter across their career. The goal is not to replace clinical supervision or the irreplaceable experience of working with real learners. It is to give practitioners more reps, more chances to make and correct mistakes, and more confidence before those moments count.
The training gap in ABA is real. The path forward is the one other high-stakes professions have already taken.
Join the Kipr waitlist for early access.