Mass Market Solutions for Leveraging Robotics and AI Technologies for Home Construction Demonstration (PDR-2600-DC-029Q)

Mass Market Solutions for Leveraging Robotics and AI Technologies for Home Construction Demonstration (PDR-2600-DC-029Q)

The U.S. Department of Housing and Urban Development (HUD), through its Office of Policy Development and Research (PD&R), issued this federal Notice of Funding Opportunity (NOFO) for demonstrations using advanced robotics and artificial intelligence in residential construction. The Grants.gov record now marks the opportunity Closed: July 13, 2026. The official NOFO says applications received after the deadline were late and not eligible for HUD funding. This page is therefore a historical reference for the completed competition, not an open application listing.

The official record does not announce a successor cycle or a replacement deadline. Readers should not treat the archived deadline as a future submission date, and they should not assume that a later HUD housing-technology competition will use the same funding, eligibility, or application rules. For a new proposal, check HUD’s current funding opportunities and Grants.gov records rather than submitting to this closed announcement.

Verified details

The amount is not a promise that every selected project would receive the maximum. HUD described approximately $10 million as available, expected three awards from that funding, and a minimum and maximum award amount for each project period. The listing also identifies the instrument as a cooperative agreement rather than a simple grant with no agency involvement. Selected recipients would be expected to work with HUD throughout the demonstration.

What the program was designed to demonstrate

The NOFO focused on the deployment of advanced robotics and AI in the residential building construction industry. HUD was interested in technologies that could accelerate the manufacturing of factory-built housing or offsite components, reduce construction cost or time compared with conventional methods, and increase the supply of housing. The scope covered several production models, including panelized systems, modular construction, and fully volumetric three-dimensional modular buildings.

The central test was operational rather than purely conceptual. An applicant had to identify particular housing components or production stages and explain how its proposed technology could manufacture them efficiently at a scale sufficient to support a defined number of homes. The agency wanted evidence about whether automation could operate in a real production sequence, not only a laboratory description of an algorithm or machine.

The program could cover onsite or offsite stages of factory-built housing. A strong project would have mapped the whole production chain around the selected intervention: what enters the automated stage, what the system produces, how many units or components it can handle, and how upstream and downstream work changes. The NOFO asked applicants to quantify expected improvements in outputs or reductions in production time across the process, including an estimate of the increased number of building components or housing units produced.

The subject was broad enough to include robotics, AI, or a combination of both, but the application still needed a concrete production boundary. A proposal might have addressed an automated manufacturing stage, material movement, component assembly, inspection, or another defined part of a factory-built workflow. The relevant question was whether the proposed intervention could improve the efficiency of producing high-quality housing at scale and provide information useful to later adopters.

HUD also expected the demonstration to address affordability through measurable changes in speed and labor demand. That does not mean an applicant could simply claim that automation would make homes cheaper. The application needed a credible baseline, a method for collecting performance data, and a calculation connecting production results to the claimed housing-supply or cost effect. The NOFO also asked projects to discuss scalability and possible implications for local, state, and federal housing policy and industry practice.

Eligibility for the completed cycle

The official eligibility categories included public and state-controlled institutions of higher education, private institutions of higher education, nonprofits with or without 501(c)(3) status other than institutions of higher education, for-profit organizations other than small businesses, and small businesses. The listing also identifies Historically Black Colleges and Universities and Tribally Controlled Colleges and Universities in its additional eligibility information. Faith-based organizations could apply on the same basis as other organizations, subject to the stated requirements.

Individuals could not apply. The official listing also states that foreign entities and sole proprietorship organizations were not eligible to compete for or receive awards under the announcement. Nonprofit status was to be checked using Internal Revenue Service data. An eligible organization still had to meet HUD’s general statutory and regulatory requirements and resolve any outstanding civil-rights matters that the NOFO treated as a threshold issue.

Eligibility was only the first screen. HUD’s threshold review also required a timely and complete application, an eligible funding request, alignment with the purpose and goals of the NOFO, and a clearly labeled response to every required rating factor. A request below $3 million or above $10 million would have failed the stated funding-level threshold. An eligible entity with an incomplete, nonresponsive, or out-of-scope package would not proceed to merit review.

What a complete application required

The official application instructions divided the package into three main elements: standard forms, assurances and certifications; a budget; and narratives with other attachments. Applications had to be submitted in the required format, without password-protected or encrypted files. The total maximum length for the narratives was 15 pages, and the instructions specified single-spaced 12-point Times New Roman text on letter-sized pages with one-inch margins.

The standard forms included the SF-424 Application for Federal Assistance, HUD-424B assurances and certifications, HUD-2880 Applicant/Recipient Disclosure/Update Report, the lobbying certification, SF-LLL when applicable, and HUD-50070 Certification for a Drug-Free Workplace. Applicants also had to use the required budget materials: the HUD-424-CBW Grant Application Detailed Budget Worksheet, the HUD-426 Indirect Cost Information Certification, and a budget narrative. The NOFO required direct and indirect costs to be identified and tied to the proposed work.

The narrative and attachment package included a one-page cover sheet, a project abstract of up to two pages, resumes for up to three key personnel with no more than two pages per person, a response to the rating factors, a budget narrative of up to four pages, and past-performance references. Letters of commitment were required when applicable, including for named consultants or subrecipients serving as key personnel. An organizational chart, cited references, and other supporting materials could be included within the stated supporting-materials limit. A code of conduct was required if it was not already in HUD’s eLibrary.

The project abstract was for general information and was not scored. It needed to identify the project, principal investigator, key staff and partners, project roles, objectives, demonstration design, expected results, and total HUD request. Material intended to affect scoring had to appear in the appropriate rating-factor response rather than only in the abstract. Applicants seeking an award for scientific research also had to commit to the applicable Gold Standard Science policies and guidance.

How submission worked for the closed round

Applicants were required to register and submit electronically through Grants.gov unless HUD granted a paper-submission waiver for good cause. The NOFO specifically told applicants to keep their SAM.gov and Unique Entity Identifier requirements current before applying. The application package and download instructions were available through Grants.gov, and applicants were responsible for completing the required forms and attachments in that package.

The application deadline was 2026-07-13 at 11:59:59 PM Eastern time. HUD stated that it had to receive the application by that time and that late applications were not eligible. If Grants.gov rejected a submission before the deadline, the NOFO provided a limited 24-hour correction and resubmission grace period, but a submission in that period still had to be received and validated by Grants.gov. There was no equivalent grace period for paper applications.

The platform recorded the submission date and time, so applicants needed to allow time for Grants.gov validation. The NOFO permitted HUD to request a correction for a technical error in a timely application. Examples included inconsistent funding requests, missing forms or certifications, an incorrect assistance listing or funding opportunity number, an improper signature, or missing eligibility documentation. Corrections had to follow HUD’s notice and be sent to the specified application-support address with the required subject line; sending material only to the general research-partnerships inbox was not sufficient.

This submission procedure is preserved here to explain the closed cycle. It should not be read as an invitation to submit now. Grants.gov may retain the record and documents for reference, but the official listing says the competition is closed and the deadline has passed.

Review criteria and HUD involvement

The merit review carried 100 total points across four rating factors. Contribution of the proposed research was worth 30 points, soundness of approach was worth 30 points, project management and capacity of the team was worth 20 points, and budget and timeline reasonableness was worth 20 points.

For contribution, applicants had to describe the relevant housing construction or production stages, identify the stages selected for robotics or AI, explain the technology and its rationale, quantify effects on the full process, estimate additional components or units, and discuss scalability and policy or industry implications. For soundness of approach, the application needed a data-collection and analysis plan, appropriate methods, quality-assurance and quality-control measures, and a plan for presenting results to relevant housing-construction stakeholders.

The management factor required a practical plan for completing the work with the proposed resources and timeframe, along with evidence that the team could conduct and manage the demonstration. The budget and timeline factor addressed whether requested costs and the delivery schedule were reasonable. These criteria show why a generic technology description would have been a poor fit: the competition required a production model, measurable outcomes, implementation capacity, and a defensible budget.

HUD expected substantial involvement under the cooperative-agreement instrument. The agency could review and approve the project-management plan, demonstration design, data-collection protocols, instruments, analysis plans, and written project results. HUD could help identify relevant data assets where feasible, meet regularly with the recipient about progress, and review changes to key personnel or external consultants. That involvement was a defining feature of the program and should be distinguished from an unrestricted award.

Historical takeaway

This closed NOFO was aimed at organizations able to connect construction operations, automation, data, and housing-supply outcomes in one demonstration. A credible applicant would have needed access to a real factory-built or offsite production setting, a defined set of components or homes, technical staff who could operate the proposed system, and a measurement plan that could withstand review. The award was not intended for an individual inventor, a foreign applicant, or a purely speculative idea without a production pathway.

The record remains useful for teams studying how HUD framed robotics and AI in factory-built housing. It documents the agency’s emphasis on scalable production stages, quantified changes in throughput and time, quality controls, workforce and cost implications, and lessons that could travel beyond one site. It also records the forms, page limits, eligibility screens, and cooperative-agreement obligations that governed the completed competition.

No later cycle is announced on the verified official listing. Before relying on any amount, deadline, eligibility category, or application instruction for a future HUD program, confirm that a new NOFO has been posted and read its own Grants.gov package.

Official sources

• Grants.gov opportunity listing
• Full HUD NOFO PDF
• HUD PD&R funding opportunities