The developer walks into the room with a technology stack that doesn't exist at commercial scale yet. They have a DOE loan guarantee conditional on reaching financial close within eighteen months. They have a board that approved the project based on a projected cost curve that assumes the site is already selected. And they want a location recommendation.
This is the moment when conventional site selection consulting earns its limitations.
Most of the frameworks you've read about — screened market lists, weighted scorecard matrices, incentive comparison tables — were built for the last project, not this one. They work beautifully when there's a comp set. When you can pull ten comparable facilities, reverse-engineer their site criteria, validate the infrastructure assumptions, and benchmark the incentive packages. When the state economic development agency has a fact sheet for this exact project type. When the utility has a standard interconnection application for this load profile.
First-of-a-kind hard tech facilities don't give you any of that.
This post is about what makes FOAK siting fundamentally different, where the conventional process breaks down, and what a more honest approach actually looks like.
What “First-of-a-Kind” Actually Means
Let's be precise. FOAK doesn't just mean new-to-you or new-to-the-region. It means the technology itself has never been deployed at commercial scale, anywhere.
We're talking about the first grid-scale green hydrogen liquefaction and storage hub. The first domestic solid-state battery gigafactory. The first commercial small modular reactor. The first commercial-scale carbon capture and utilization facility. The first advanced nuclear fuel fabrication plant running on a new feedstock. The first direct air capture facility built to industrial scale.
These aren't incremental upgrades to existing facility types. They're genuinely new infrastructure categories, and the site selection process has to be built from scratch — not adapted from the semiconductor playbook, not borrowed from conventional chemical manufacturing, and definitely not copy-pasted from the last RFP you ran.
Why Conventional Site Selection Breaks Down
The Comp Problem
Standard site selection leans heavily on precedent. You find ten facilities that look like your project, you analyze where they went, you validate the infrastructure criteria those locations satisfied, and you stress-test your shortlist against the same variables.
FOAK projects eliminate that entirely.
There is no precedent. There are no comparable facilities to reverse-engineer. The utility hasn't powered this type of load before. The permitting authority hasn't processed this type of application before. The workforce that will operate this facility doesn't exist yet in any meaningful concentration anywhere. The economic impact models that state agencies use to justify incentive packages weren't built with this project category in mind.
This isn't an abstraction problem — it has direct consequences. When you can't point to a comparable facility that cleared the same permitting pathway, the regulatory timeline becomes genuinely unknowable. When the utility has never served this load profile, their interconnection study process is longer and less predictable. When there's no workforce precedent, the training and ramp-up timeline is speculative. Every one of those unknowns is a schedule risk that feeds directly into your capital stack.
The Fatal Flaw You Can't Find Yet
In conventional site selection, fatal flaw screening is the first filter. Before you build a scorecard, before you contact communities, before you issue an RFP — you identify the non-negotiable constraints and use them to ruthlessly eliminate markets that can't satisfy them. Power availability. Water rights. Zoning jurisdiction. Labor pool depth. Permitting timeline relative to your capital commitment deadline.
FOAK facilities have fatal flaws that you can't always identify in advance, because the technical requirements themselves are still being validated as the project scales.
A conventional semiconductor fab has known power density requirements, known ultra-pure water volumes, known wastewater treatment chemistry, known seismic tolerances. These were figured out across the first dozen fabs built globally. That institutional knowledge now exists and can be encoded into site criteria on day one.
A first-of-a-kind facility is still generating that institutional knowledge. The process engineers are still learning. The equipment vendors are still refining their specs. The utility interconnection requirements haven't been fully defined because the load curve has never been modeled at commercial scale. You're making a long-duration location commitment — sometimes 30 to 50 years of infrastructure and workforce investment — on a technical specification that is still a best estimate.
The honest answer is that the fatal flaw screening can't be comprehensive. You're making decisions under irreducible uncertainty. The site selection process has to be designed to accommodate that, not pretend it away.
Regulatory Pathways That Don't Exist Yet
Most facility types have established permitting pathways. The state environmental agency has processed hundreds of air permit applications for similar processes. The Army Corps has reviewed comparable wetland impact analyses. The local planning commission has seen this building footprint before.
FOAK facilities regularly encounter regulatory novelty — situations where the applicable review category hasn't been fully established, where the agency's technical staff have limited experience evaluating the specific process chemistry, or where the regulatory framework itself is being written in parallel with your permitting application.
Advanced nuclear is the most extreme version of this. The NRC's licensing pathways for advanced reactor designs have been evolving concurrently with the projects trying to use them. But the issue shows up across hard tech categories. Green hydrogen facilities navigating hydrogen safety codes that vary significantly by jurisdiction. Carbon capture projects dealing with Class VI underground injection control wells that most state primacy programs have processed in only small numbers. Novel battery chemistries sitting in an uncertain space between chemical manufacturing and energy storage in local fire code interpretation.
The regulatory risk isn't just about timeline — it's about the possibility that the permitting pathway changes in material ways during your review period. A site selected because it was in a permitting-favorable jurisdiction may look different eighteen months into the licensing process.
Incentives Without a Reference Class
Economic development incentive negotiations depend, in part, on comparables. What did the last facility of this type receive in a competing market? What's the baseline for a project of this capital intensity and job count? What's the going rate for a 10-year property tax abatement in this state?
FOAK projects break the reference class. Economic development agencies often don't have a precedent for evaluating the project — and some frankly don't have the technical capacity to independently assess the claims being made about job creation timelines, capital deployment schedules, and long-term economic impact. That information asymmetry cuts both ways.
For the developer, it means that the negotiated package may not fully reflect the project's actual risk profile and community contribution. For the community, it means they may be making commitments — infrastructure investments, abatements, grants — without a solid basis for evaluating whether the return is real.
The most sophisticated FOAK incentive packages we've seen involve genuine third-party technical validation — not just economic impact modeling, but engineering review of the project's technical credibility, realistic timeline assessments, and structured milestone-based performance requirements that protect both sides. That requires a different kind of advisory capacity than standard incentive negotiation.
What a FOAK-Specific Process Actually Looks Like
This isn't a process designed to hide uncertainty. It's designed to manage it explicitly.
Start with the failure modes, not the site criteria. Before you build a market screening matrix, map the ways the project could fail to reach commercial operation. Financing falls apart because the DOE loan guarantee timeline slips. The technology doesn't perform at scale, triggering a pause or redesign. A key equipment vendor misses delivery by 18 months. Permitting extends the construction start by a year. Each failure mode has location-specific implications. Some sites are more resilient to some failure modes than others. Build that into the framework before you start scoring markets.
Identify the long-duration constraints first. Not all site criteria have the same time horizon. Some constraints are permanent and structural — water rights, seismic zone, proximity to hazmat exposure zones, fundamental zoning compatibility. Others are transitional — current infrastructure gaps that can be closed by construction completion. FOAK site selection should anchor on the permanent constraints and hold the transitional ones more lightly, because the transitional ones are likely to change as the project technical definition evolves.
Build explicit scenario planning into the community engagement. FOAK projects often don't have a fixed technical footprint. Phase 1 may look one way; Phase 2 may require additional acreage, significantly different utility load, or different transportation access. Communities and sites that can accommodate the realistic range of scenarios — not just the base case — are more valuable than they appear in a point-in-time comparison. This has to be part of the evaluation.
Get the utility in the room early, with the engineers. Not the economic development liaison at the utility — the transmission planning engineers, the interconnection team, the generation dispatch modelers. FOAK facilities often have load profiles that require conversations that haven't happened yet between utility planners and project developers. The earlier that conversation happens, the better the site selection decision. A community with a theoretically adequate substation but a utility that has never modeled this load type is a riskier site than it looks on paper.
Separate the location decision from the incentive negotiation timeline. One of the most common mistakes in FOAK siting is allowing the incentive package negotiation to drive the location decision timeline. Incentive deadlines are political — they're tied to legislative sessions, budget cycles, and agency bandwidth. Location decisions for 30-year infrastructure commitments should not be made under pressure from a legislative session deadline. The incentive negotiation is a consequence of the location decision, not the driver of it. Projects that reverse that sequence regularly end up with the wrong site and a great tax abatement.
The Questions Worth Asking Before You Start
If you're involved in siting a FOAK facility — as a developer, a project finance team, a community official, or an advisor — these are the questions that will save you the most trouble:
What is the earliest credible commercial operation date, and what does the site selection decision need to be true for that date to be achievable? Work backward from the COD, not forward from the start of site screening.
Which site criteria are load-bearing for the technology, and which are preferences that got added to the list? FOAK projects often accumulate site criteria that reflect general industrial preferences rather than genuine project constraints. Be ruthless about separating them.
What is the permitting authority's actual experience with this project type? Not theoretical jurisdiction — actual experience. A state environmental agency with a technically sophisticated staff who have handled novel process applications is categorically different from one that will be processing this application category for the first time.
What happens to this site decision if Phase 1 underperforms and Phase 2 is delayed by three years? Every FOAK project should have a realistic downside scenario. The site should be defensible under that scenario, not just under the base case.
Is the utility prepared to have an honest conversation about what they don't know? The most useful utility partner for a FOAK project is not the one with the most confident projections — it's the one that will tell you where the genuine uncertainty is and what the mitigation options are.
A Note on What We've Learned
Hyphen Strategies has worked on projects at the intersection of advanced manufacturing and infrastructure complexity — semiconductor facilities, large-scale data center campuses, utility-scale power generation siting. Not all of those are technically FOAK in the strict sense. But the analytical challenges — how do you make a defensible location decision when the technology is still maturing, when the regulatory pathway is partially undefined, when the workforce pipeline doesn't exist at commercial scale — are the same ones that FOAK developers face.
The answer we've landed on is that rigorous process matters more, not less, when the inputs are uncertain. The temptation in high-uncertainty environments is to compress the analysis, move fast, and figure it out later. In location decisions, later is very expensive.
The site is not just where the facility goes. It is the foundational constraint around which every other project decision — capital structure, workforce strategy, supply chain, regulatory sequencing, community relations — gets organized. For a FOAK facility, that decision deserves the most rigorous, explicitly uncertainty-aware process you can build.
Devin Hillsdon-Smith is the founder and principal consultant at Hyphen Strategies, LLC. The firm advises companies and economic development organizations on complex location decisions, site readiness, and infrastructure strategy.
If you're navigating a first-of-a-kind siting process and want a frank conversation about what that actually involves, start here.
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