Every week brings another round of displacement announcements. Tech companies, logistics firms, financial institutions, retailers — cutting headcount at a pace that no longer surprises anyone. The headlines are routine. What isn't routine — in fact, what is conspicuously absent — is any serious account of what comes next. Not for the companies. For the workers.

That absence is a policy failure, and it is getting more expensive for us all by the quarter. The longer folks remain unemployed, the greater the costs. The individual and their loved ones obviously suffer. The community does as well due to that productive individual sitting on the sidelines and the high costs of sustaining unemployment.

AI-driven economic change has strained the infrastructure built to manage workforce transitions. Unemployment insurance was designed for temporary dislocation in stable industries. Retraining programs were built for a labor market that shifted over years and decades. Both remain valuable. But neither was designed for the AI economy.

We need new approaches to tackle a labor market problem that’s moving faster than policymakers anticipated. The policy gap most worth closing is the one that opens immediately after separation — before detachment hardens, before professional confidence drains, before the network that generates the next opportunity quietly dissolves. That window is narrow. Current policy barely touches it.

That’s where Transition Launch Pads can play a pivotal role in helping the unemployed become the re-employed ASAP.

Launch Pads would involve local employers, community colleges, state workforce agencies, and civic organizations partnering to establish physical, office-like hubs where recently displaced workers apply for temporary desk access and enter a structured period of retraining, networking, and job searching. Participants are placed into skill tracks driven by local labor demand, taught by community college instructors and employer-sponsored practitioners. They attend employer sessions. They join peer cohorts. They meet with workforce coaches. They interview. They build portfolios. They meet people — which is, more than any credential or course completion, how most workers find their next job.

The upshot is that Launch Pads provide folks with repeated, structured exposure to the people and opportunities that make reemployment possible, sooner.

Timing matters more than most workforce programs acknowledge. Research on unemployment duration shows that detachment compounds fast. The longer a worker stays outside a professional environment, the harder re-entry becomes — economically, socially, psychologically. Routine disappears. Confidence erodes. The weak ties that generate job leads dissolve without a shared context to sustain them. With that in mind, Launch Pads should require applicants to apply within fourteen days of job separation to qualify for the primary intake pool.

A few more recommendations for designing Launch Pads could make them even more effective.

On priority: the program should be oriented around workers zero to three months out of their last job. Those unemployed for longer periods of time face compounded challenges that no single hub can fully address. That tradeoff should be stated plainly — and paired with an honest acknowledgment that a complete response to long-term unemployment requires a different policy response.

On employer involvement: local employers could sponsor seats in the Launch Pad and, as a result, have more influence on curriculum input and recruiting access. Yet, steps should be taken to not turn the Launch Pad into a de facto recruiter for one employer alone so that a wide range of individuals can benefit from its programming and find their next chapter.

On accountability: stakeholders in a Launch Pad should actively and publicly track time to reemployment, earnings recovery relative to prior wages, and job persistence at eighteen months. This will give the public, workers, and employers the information required to see if the Launch Pad needs to undergo any key changes to realize its goals.

On funding: no single actor should carry the full weight. Local employers benefit from better-prepared candidates and should therefore chip in. States benefit from faster reemployment and reduced pressure on downstream services. The federal government has a standing interest through the existing workforce investment architecture that Launch Pads can integrate with rather than replace. Each funder has a self-interested reason to participate, which suggests this may be a promising model.

The displacement headlines are not slowing down. The policy response to them should not remain calibrated to an earlier era's assumptions about how workers transition and how long that takes. Launch Pads are not a complete answer. They are a faster, more structured, more human first response to a problem that existing institutions address too slowly, too passively, and often too late.

That is enough to make them worth building.

Kevin Frazier is a Senior Fellow at the Abundance Institute, directs the AI Innovation and Law Program at the University of Texas School of Law.