Harmonizing Innovation: A Policy Whitepaper on Reforming Arizona’s Bifurcated R&D Tax Credit Administration for Small and Medium Enterprises

Introduction

The state of Arizona has long positioned itself as a premier destination for high-technology industries, fostering an ecosystem that balances a pro-growth regulatory environment with targeted incentives for innovation. Central to this strategy is the Arizona Credit for Increased Research Activities, a fiscal tool designed to encourage investment in the development of new products, processes, and software. However, as the state’s economic landscape evolves, particularly with the proliferation of small and medium-sized businesses (SMBs) in the aerospace, bioscience, and semiconductor sectors, a significant structural friction has emerged. This friction is rooted in the bifurcated administrative model of the Research and Development (R&D) tax credit, where eligibility certification and tax claim processing are divided between the Arizona Commerce Authority (ACA) and the Arizona Department of Revenue (ADOR). This dual-agency governance requires businesses to navigate two disparate sets of rules, filing systems, and evidentiary standards, creating a “compliance tax” that disproportionately burdens smaller firms. This report examines the context of this administrative split, details the resulting inefficiencies, and proposes practical legislative and technological solutions to unify the process, thereby enhancing the state’s competitiveness while maintaining rigorous safeguards against fraud and wastage.

The Context and Framework of the Arizona R&D Tax Credit

The Arizona Research and Development tax credit is a complex fiscal incentive modeled after the federal Internal Revenue Code (IRC) Section 41. It was first enacted for corporations in 1992 and expanded to include individual taxpayers and flow-through entities in 1999.¹ The credit’s primary objective is to incentivize “qualified research activities” (QRAs) conducted entirely within the state of Arizona, thereby driving local high-wage job creation and technological advancement.¹

For the majority of large taxpayers, the credit is nonrefundable. For taxable years beginning before January 1, 2030, the credit is calculated as 24% of the first $2.5 million of “qualified research expenses” (QREs) in excess of a base amount, plus 15% of any excess over that threshold.⁴ For taxable years beginning in 2031 and thereafter, these rates are scheduled to decrease to 20% and 11%, respectively, a change designed to manage the state’s long-term fiscal exposure while maintaining a baseline incentive.⁵

The introduction of specialized provisions for small businesses and university collaborations has added layers of administrative complexity to this baseline. In 2010, the Arizona Legislature recognized that many pre-revenue or early-stage technology companies lacked the tax liability to benefit from a nonrefundable credit. Senate Bill 1254 consequently established a partial refund mechanism, allowing businesses with fewer than 150 employees to receive a cash refund of up to 75% of their excess R&D credit.¹ Additionally, an “enhanced” credit exists for basic research payments made to one of the three state universities under the jurisdiction of the Arizona Board of Regents: Arizona State University, Northern Arizona University, and the University of Arizona.⁴ This university-specific credit provides an additional 10% nonrefundable incentive.⁴

Table 1: Summary of the Arizona R&D Tax Credit Structure

The divergence in administrative oversight began with these specialized provisions. While the ADOR manages the standard nonrefundable credit, the legislature designated the ACA as the certifying body for the refundable and university-based portions of the credit.⁴ This split was intended to allow the ACA to use its economic development expertise to vet the “innovation” component of the research, while leaving the final tax accounting to the ADOR. However, the reality for a small business in Mesa or Chandler is a fragmented process that often feels more like a barrier than an incentive.⁹

The Policy Issue: Bifurcated Agency Administration

The core administrative challenge for Arizona SMBs is the “relay race” required to claim the refundable R&D credit. Unlike a standard tax deduction that is handled entirely through the annual income tax filing, the refundable R&D credit requires a pre-filing certification step with the Arizona Commerce Authority.¹¹

The Sequence of Filing and the Cap Pressure

A taxpayer seeking a refund must first submit an application to the ACA via the Electronic Application System (EASY). This application must be based on actual numbers, not estimates, which means the business must have its final year-end research accounting completed almost immediately after the close of the tax year.⁵ The ACA is authorized to approve up to $5 million in total refunds per calendar year, and these are awarded on a first-come, first-served basis.¹¹

The “first-come, first-served” rule creates a frantic environment on the first business day of the year. Historically, the volume of applications received on day one is so high that the ACA uses a random selection process to prioritize substantially complete applications.⁵ For an SMB, this introduces a high level of uncertainty. If they fail to get into the $5 million cap, the balance of their credit is irrevocably waived for the refund option, forcing them back into a carryforward status which may be of little value to a cash-strapped startup.⁵

Once the ACA issues a “Certificate of Qualification,” the business must then pivot to the Department of Revenue. They must attach the ACA certificate to their original tax return and file the comprehensive Form 308 (for corporations) or Form 308-I (for individuals).³ If a business mistakenly files its tax return with the ADOR before receiving the ACA certificate, they are automatically disqualified from the refund.¹²

The Discrepancy in Rules and Systems

The bifurcated system forces businesses to comply with two distinct sets of evidentiary and procedural standards. The ACA’s certification process focuses on non-tax regulatory compliance, such as verifying that the company employs fewer than 150 employees worldwide and ensuring the business is enrolled in the federal E-Verify program.¹¹ The ACA also collects a nonrefundable processing fee equal to 1% of the tax credit being refunded.¹¹

Conversely, the ADOR’s mandate is the technical verification of the research expenses themselves. This requires the taxpayer to satisfy the federal “four-part test,” which stipulates that the research must have a permitted purpose, be technological in nature, eliminate technical uncertainty, and involve a process of experimentation.³ While the ACA certificate provides “qualification” to receive a refund, it does not guarantee that the ADOR will not audit and reject the underlying research expenses later.⁵

Table 2: Comparison of Agency Administration

This bifurcation is not merely a matter of different portals; it is a conceptual split. The ACA acts as an economic development gatekeeper, while the ADOR acts as a fiscal watchdog. For a small business, this means maintaining two different sets of documentation and answering to two different sets of auditors, each with their own priorities and timelines.

Challenges for Small and Medium Businesses (SMBs)

The administrative burden of bifurcation creates a “compliance drag” that specifically targets SMBs—the very entities the state most wishes to support. Large corporations generally have the internal tax departments necessary to manage complex filings, but a ten-person biotech startup in Tucson or a mid-sized aerospace component manufacturer in Glendale faces significant hurdles.⁹

The Compliance Tax on Resource-Limited Firms

For a small firm, the cost of navigating the ACA and ADOR systems is substantial. Most must hire specialized R&D tax consultants or CPAs to ensure they do not miss the ACA application window or miscalculate their QREs in a way that triggers an ADOR audit. These professional fees, combined with the ACA’s 1% processing fee and the fact that 25% of the credit is forfeited to receive a refund, significantly erode the net value of the incentive.¹¹

Furthermore, the timing of the ACA application creates an “accounting crunch.” Because the cap is first-come, first-served, and requires “actual numbers,” businesses cannot wait until their standard tax preparation period in March or April.¹¹ They must effectively complete their entire R&D tax audit and accounting by the first week of January. For an SMB founder who is also the lead researcher and CEO, this diversion of focus from core innovation to administrative compliance is a major hidden cost of the program.

Headcount Uncertainty and Global Reporting

The ACA’s headcount requirement is “fewer than 150 full-time employees worldwide” on the last day of the taxable year.¹¹ For a growing Arizona company with a parent entity or small satellite offices in other states or countries, verifying this worldwide headcount to the satisfaction of the ACA can be a complex exercise in human resources reporting that is entirely outside the scope of traditional tax preparation. If the ACA rejects the headcount data, the business is barred from the refund, even if their Arizona research is world-class and perfectly documented.⁵

The Liquidity Gap

The bifurcated process introduces a delay in liquidity. A startup that is ready to file its tax return in February to receive a refund may find itself waiting for weeks or months for the ACA to process its Certificate of Qualification.¹¹ Because the return cannot be filed without the certificate, the entire state tax refund process—including any other overpayments—is held hostage by the ACA certification queue.¹³ In a sector where cash runway is measured in months, these administrative delays can have real-world impacts on hiring and equipment purchases.

Integrity and Risk: Auditor General Findings and Fraud Risks

The current bifurcated system is not only inefficient for businesses but also poses risks to the state’s fiscal integrity. When responsibility for an incentive is split between two agencies, the potential for communication gaps increases, creating opportunities for fraud or simple administrative wastage.

Insights from the 2023 Auditor General Report

The Arizona Auditor General’s 2023 performance audit of the Arizona Commerce Authority (Report 23-116) highlighted systemic issues in how the agency manages incentives.²⁰ The audit found that the ACA lacked documentation showing it verified business-reported information for nearly $11 million in incentives across multiple programs.²⁰ Specifically, files lacked evidence of staff verifying job creation and capital investment requirements before approving tax credits or grant monies.²⁰

While this audit covered several ACA programs, the underlying finding—that the ACA has struggled with the “verification” portion of its mandate—is highly relevant to the R&D credit. If the ACA is certifying eligibility without robust verification of headcount or E-Verify status, the state is at an increased risk of issuing refunds to ineligible companies. Conversely, if the ADOR is relying on an ACA certificate as a “stamp of approval” for the entire credit, it may not be performing sufficiently rigorous technical audits of the research itself.

Risks of Fraud and Misrepresentation

Digital tax systems are vulnerable to several types of fraud, including identity theft and the use of synthetic identities to claim credits for non-existent companies.²¹ In a bifurcated system, a fraudster might provide one set of data to the ACA to secure a spot under the $5 million cap and then report different figures to the ADOR on their final return. Without real-time, automated data sharing between the two agencies, these discrepancies might only be caught years later during a manual audit, if at all.²²

Table 3: Vulnerabilities of Dual-Agency Governance

The Auditor General also recommended that the ACA revise its disclosure forms to prevent potential conflicts of interest, further highlighting the need for more transparent and accountable oversight mechanisms within the agency.²⁰

Proposed Solution 1: Digital Integration via the Arizona Business One Stop Portal

The most immediate and practical solution for the Arizona Legislature is to leverage the state’s existing technological investment in the “Arizona Business One Stop” (B1S) portal. Currently, the B1S portal provides a central online location for entrepreneurs to plan, start, and run businesses, integrating services from the ADOR, the Secretary of State, and the Corporation Commission.²⁴

Implementing Phase 3 of the B1S Roadmap

The Business One Stop roadmap includes a Phase 3 aimed at expanding the portal to include end-to-end lifecycle management for all business owners.²⁶ Integrating the R&D tax credit certification into this portal would unify the “two sets of rules and filing systems” into a single user interface.

• Unified Application Entry: Instead of visiting the ACA’s EASY portal, the business would log into their B1S account. The system would pre-populate the application with existing data, such as the company’s EIN, NAICS code, and tax licensing information already on file with the ADOR.²⁴
• Automated Verification: The B1S portal could use backend APIs to instantly verify headcount data against records from the Department of Economic Security (DES) and check E-Verify compliance.²⁷ This would eliminate the need for the ACA to manually verify this information and reduce the documentation burden on the SMB.
• Real-Time Cap Tracking: The portal would provide the business with real-time status updates on the statewide $5 million and $10 million caps, offering a “transparent dashboard” that shows their position in the queue.²⁷
• Automatic Certificate Transmission: Once certified, the B1S system would automatically generate the Certificate of Qualification and digitally attach it to the taxpayer’s ADOR account. The business would then be prompted to complete a “Smart Form” version of Form 308, which would use the data from the certification to ensure consistency.²⁷

Benefiting the SMB

This solution directly addresses the “two filing systems” problem. The business owner interacts with one platform that guides them through each step with clear instructions and helpful tips.²⁴ By reducing manual data entry and “customer rework,” the B1S portal has already been shown to improve application approval rates by 15% and save thousands of business days annually.²⁸ For the SMB, this means less time in government portals and more time in the laboratory.

Proposed Solution 2: Statutory Consolidation of Administration under a Single Agency

While digital integration improves the user experience, a more fundamental fix involves the statutory consolidation of the administrative authority. The Arizona Legislature should consider unifying the entire R&D credit process under the Arizona Department of Revenue, while retaining the ACA in a specialized advisory role.

The Texas Model of Consolidation

Arizona can look to Texas as a model for this reform. Texas recently consolidated its R&D incentives into a single, performance-based franchise tax credit administered by the Texas Comptroller of Public Accounts.³⁰ By repealing a separate sales tax exemption and focusing on one consolidated credit, Texas has reduced audit controversy and linked its state definitions directly to federal Form 6765.³¹

Mechanism for Consolidation in Arizona

Under a consolidated model, the ADOR would serve as the “single point of entry” for all R&D tax credit claims, including refundable ones.

• The Single Form Approach: The ADOR would update Form 308 to include a section for “Small Business Refund Certification.” The business would provide its headcount and E-Verify data directly on its tax return.
• Cap Management via Tax Processing: The ADOR’s system (the STARS modernization project) would process these returns in the order received, applying the $5 million cap automatically as returns are filed.³⁴
• ACA as Technical Advisor: Instead of certifying every business, the ACA would serve as a technical expert for the ADOR. If the ADOR’s auditors have questions about whether a specific biotechnology or aerospace activity qualifies as “high-innovation” under state policy goals, they would refer the case to the ACA for a technical review.¹

Enhancing Accountability

Consolidating administration at the ADOR brings the program under the rigorous audit and compliance protocols of the state’s primary tax agency. This directly addresses the Auditor General’s concerns about the ACA’s lack of documentation and verification.²⁰ The ADOR is structurally better equipped to handle high-volume verification and perform the complex technical audits required for R&D claims.³⁴

Table 4: Comparing Governance Models

Ensuring Program Integrity: Fraud Prevention and Wastage Mitigation

As Arizona moves toward a more streamlined R&D credit administration, it must simultaneously harden its defenses against fraud and waste. The implementation of the proposed solutions should include modern technological and organizational safeguards.

AI and Machine Learning in Fraud Detection

The government should integrate AI-powered fraud detection into the unified B1S or ADOR platform. Machine learning (ML) algorithms can analyze extensive datasets of procurement records, payroll streams, and historical research expenses to flag anomalies indicative of fraud in real-time.²³

• Predictive Modeling: ML systems can identify “risk signals” where a company’s claimed research expenses are vastly out of proportion to its industry’s norms.²³
• Explainable AI (XAI): To maintain transparency, the state should use “explainable” AI models (like SHAP or LIME) that allow tax officials to understand why a specific claim was flagged, ensuring that legitimate SMBs are not unfairly targeted by “black box” algorithms.³⁶

Identity Management and Cross-Agency Data Sharing

Identity theft is a primary driver of tax incentive fraud. Arizona should adopt “Zero Trust” architectures and advanced identity verification methods, potentially partnering with national identity management providers.²⁹

• Identity Cross-Matching: The integrated system must cross-match applicant information against multiple data sources, including DES employment records, corporate filings from the Corporation Commission, and federal E-Verify databases.²²
• Behavioral Analytics: By monitoring unusual login patterns or robotic responses within the filing portal, the state can identify digital fraud attempts before a refund is issued.³⁷

Operational Safeguards: The “Gold Standard” Approach

The state should adopt the “Gold Standard” meeting model recommended by the federal Office of Management and Budget (OMB). This involves regular, structured meetings between the ADOR, ACA, and the Auditor General’s office to assess program risks and refine internal controls.³⁸ This proactive approach ensures that the administrative system evolves as quickly as the tactics used by fraudsters.³⁹

Economic Cost Analysis and the Future Return on Investment

Implementing a unified or digitally integrated system requires an initial fiscal outlay, but the long-term benefits to the state’s economy and fiscal health provide a compelling return on investment.

Initial Outlay: Modernization Costs

The development of the Business One Stop portal is an ongoing investment, with a total roadmap cost of approximately $32.2 million through FY 2026.²⁶ A project change request in 2024 allocated $6.5 million specifically for further development and agency integration.¹⁹

• Integration Costs: The cost to build the specific “Innovation Journey” module within B1S, including the necessary APIs to connect ADOR and ACA data, is estimated to be a fraction of the overall portal budget—likely in the $2 million to $5 million range.¹⁹
• Fraud Infrastructure: Investing in AI-driven fraud detection tools and identity management protocols may require an additional $1 million to $2 million in licensing and implementation fees.²⁹

Long-Term Benefits: The Program That Pays for Itself

The initial investment in administrative reform will pay for itself through increased efficiency, fraud recovery, and economic competitiveness.

• Reduction in Administrative Overhead: Currently, the ACA and ADOR maintain separate, duplicative systems for tracking the same R&D activities. Unifying these systems reduces the long-term personnel and IT maintenance costs for the state.²⁶
• Fraud Prevention Savings: By closing the “integrity gaps” identified by the Auditor General, the state can prevent millions of dollars in erroneous or fraudulent refunds. If the new system prevents even 10% of the “at-risk” $11 million in incentives identified in the audit, the system pays for itself in less than five years.²⁰
• Increased R&D Intensity: Arizona’s R&D intensity (2.37% of GDP) is currently below the national average of 3.40%.¹⁸ By lowering the administrative barrier for SMBs, the state encourages more small firms to engage in research. A 2019 NBER study found that state-level R&D credits increase entrepreneurial activity by 7%.¹⁸ This increased activity generates high-wage jobs and increases the corporate tax base, providing a long-term revenue stream that far outweighs the cost of the credit itself.¹⁸
• Competitive Position: As peer states like Texas, Iowa, and Minnesota simplify their R&D programs, Arizona must adapt to remain competitive in the “war for talent”.³² A streamlined system makes Arizona a more attractive home for venture capital and high-tech startups, driving indirect economic growth in sectors like housing, services, and construction.⁴⁰

Table 5: Reform ROI Projection

Importance of Reform and Consequences of Inaction

The current bifurcated system is a relic of an era before digital government and integrated tax systems. In the modern economic landscape, “administrative friction” is a major factor in corporate location decisions.

Why This Policy Change Matters

Reforming the R&D credit administration is about more than just “saving time.” It is a strategic signal to the technology community that Arizona is committed to being an “innovation-friendly” state.

• Supporting the SMB Lifecycle: Most high-tech giants started as small, cash-constrained firms. By simplifying the refundable credit, Arizona supports these companies during their most vulnerable stage, ensuring they grow into the major taxpayers of tomorrow.¹
• Maximizing the Utility of Incentives: A tax credit that is too hard to claim is a wasted policy tool. Streamlining the process ensures that every dollar of incentive is being used to actually drive research, rather than being swallowed by compliance costs.⁴²
• Fiscal Accountability: Unifying the process under more rigorous ADOR standards ensures that taxpayer dollars are being used for legitimate innovation, protecting the program from political and legal challenges related to “corporate welfare”.⁴⁴

Negative Consequences of Inaction

If the state chooses to maintain the current bifurcated system, several negative trends are likely to accelerate:

• Erosion of Competitiveness: As Texas and other states consolidate and simplify their programs, Arizona will increasingly be seen as a “high-friction” jurisdiction for startups.³²
• The “Compliance Death Spiral”: As the R&D credit becomes more complex (due to federal changes like TCJA amortization requirements), the administrative burden of the bifurcated system will become insurmountable for the smallest firms, leading to a decline in utilization.³
• Continued Audit Failures: Without better data sharing and unified oversight, the state will continue to face reports of “unverified incentives” and fraud risks, potentially leading to a legislative backlash that could threaten the existence of the credit itself.²⁰
• Liquidity Constraints for Innovators: The continued delay in processing refunds will force Arizona startups to rely more on dilutive venture capital or high-interest debt, reducing their overall chance of long-term success.⁹

Conclusion: A Vision for Unified Innovation Governance

The Arizona Research and Development tax credit is a powerful engine for economic growth, but its current administrative chassis is divided and inefficient. By integrating the certification process into the Arizona Business One Stop portal and moving toward a consolidated administrative model under the Department of Revenue, the state can remove a significant barrier to innovation for small and medium-sized businesses. This reform does not require a retreat from oversight; on the contrary, by leveraging modern AI-driven fraud detection and unified identity management, Arizona can create a more secure and accountable incentive framework. The initial investment in this technological and statutory modernization will be repaid many times over through increased R&D intensity, improved tax compliance, and a more robust ecosystem of high-growth technology companies. The Arizona Legislature has the opportunity to transform a fragmented bureaucratic process into a seamless digital experience that reflects the state’s status as a leader in the global innovation economy.

Works Cited

1. Arizona Incentives – Research and Development Tax Credit Program for Business in AZ, accessed March 16, 2026, https://www.azcommerce.com/incentives/research-development-tax-credit/
2. Arizona Permits Use of Alternative Simplified Method for Tax Year 2023 Credit for Increased Research Activities – BDO USA, accessed March 16, 2026, https://www.bdo.com/insights/tax/arizona-permits-use-of-alternative-simplified-method-for-tax-year-2023-credit-for-increased-research
3. R&D Tax Credit Explained for Arizona Companies – Swanson Reed, accessed March 16, 2026, https://www.swansonreed.com/research-tax-credit/arizona/
4. University Research and Development Income Tax Credit – Arizona Commerce Authority, accessed March 16, 2026, https://www.azcommerce.com/incentives/research-development-tax-credit/university-research-and-development-income-tax-credit/
5. Arizona Commerce Authority REFUNDABLE RESEARCH AND …, accessed March 16, 2026, https://www.azcommerce.com/media/ipolf0kc/aca-ruling-24-04-rd-website.pdf
6. Sunny Skies and Cold, Hard Cash: Arizona’s Refundable R&D Tax Credit, accessed March 16, 2026, https://www.acenaconsulting.com/blog/arizonacredit
7. Arizona Revised Statutes Title 43. Taxation of Income § 43-1168 – Codes – FindLaw, accessed March 16, 2026, https://codes.findlaw.com/az/title-43-taxation-of-income/az-rev-st-sect-43-1168/
8. 2018 Income Tax Credit Review – Joint Legislative Budget Committee, accessed March 16, 2026, https://www.azjlbc.gov/revenues/jlitcrcrpt121218.pdf
9. Research and Development (R&D) Tax Credits for Mesa, Arizona Businesses – Swanson Reed, accessed March 16, 2026, https://www.swansonreed.com/research-tax-credit/arizona/case-studies/mesa/
10. Research and Development (R&D) Tax Credits for Chandler, Arizona Businesses – Swanson Reed, accessed March 16, 2026, https://www.swansonreed.com/research-tax-credit/arizona/case-studies/chandler/
11. R&D Refundable Tax Credit – Arizona Commerce Authority, accessed March 16, 2026, https://www.azcommerce.com/incentives/research-development-tax-credit/rd-refundable-tax-credit/
12. Arizona R&D Tax Credit | AndreTaxCo, PLLC, accessed March 16, 2026, https://www.andretaxco.com/arizona-rdcredits
13. Arizona Commerce Authority Rule Notice of Rule Making No. 24-04 1. Rule. Research and Development Refundable Tax Credit Program, accessed March 16, 2026, https://www.azcommerce.com/media/qercajeo/aca-ruling-24-04-research-and-development-refundable-tax-credit-program.pdf
14. Arizona Commerce Authority REFUNDABLE RESEARCH AND DEVELOPMENT TAX CREDIT – Program Rules & Guidelines1, accessed March 16, 2026, https://www.azcommerce.com/media/1544133/rd-guidelines.pdf
15. Arizona R&D Tax Credits, accessed March 16, 2026, https://www.striketax.com/state-rd-credits/arizona-r-d-tax-credits
16. Peoria R&D Tax Credit: Boosting Business Performance, accessed March 16, 2026, https://www.swansonreed.com/research-tax-credit/arizona/case-studies/peoria/
17. Incentivizing Research Partnerships: A Comparative Analysis of U.S. State R&D Tax Credits for University Collaboration – Acerola Strategies LLC, accessed March 16, 2026, https://www.acerolastrategies.com/blog/kj8fczj3fow1a8e0px2owdjdszg0zd
18. 2023 Income Tax Credit Review – JLBC, accessed March 16, 2026, https://www.azjlbc.gov/revenues/jlitcrcrpt121223.pdf
19. Business One Stop – STRATEGIC ENTERPRISE TECHNOLOGY, accessed March 16, 2026, https://aset.az.gov/sites/default/files/2023-08/AS21008%20CR%20ITAC%20PRESO%20081623_0.pdf
20. Arizona Commerce Authority – Auditor General, accessed March 16, 2026, https://www.azauditor.gov/sites/default/files/2023-11/23-116_Report.pdf
21. (PDF) Fraud prevention policies in digital tax systems – ResearchGate, accessed March 16, 2026, https://www.researchgate.net/publication/396248963_Fraud_prevention_policies_in_digital_tax_systems
22. Modernizing fraud prevention in government programs, accessed March 16, 2026, https://legal.thomsonreuters.com/blog/modernizing-fraud-prevention-government-risk-management/
23. Government Fraud Detection & Prevention | LexisNexis® Risk Solutions, accessed March 16, 2026, https://risk.lexisnexis.com/government/government-fraud-detection-and-prevention
24. Arizona Business One Stop – STRATEGIC ENTERPRISE TECHNOLOGY, accessed March 16, 2026, https://aset.az.gov/programs/arizona-business-one-stop
25. Arizona Business One Stop | Home, accessed March 16, 2026, https://businessonestop.az.gov/
26. Business One Stop – AS21008 Arizona Strategic Enterprise Technology (ASET), accessed March 16, 2026, https://aset.az.gov/sites/default/files/2023-08/AS21008%20PIJ%20FINAL%20081623_0.pdf
27. business one stop – Arizona Department of Education |, accessed March 16, 2026, https://www.azed.gov/sites/default/files/2024/08/Business%20One%20Stop%20Feature%20Presentation.pdf
28. Business One Stop Supports Arizonans Building our Economy, accessed March 16, 2026, https://doa.az.gov/news/business-one-stop-supports-arizonans-building-our-economy
29. Six best practices to stop waste, fraud, and abuse, accessed March 16, 2026, https://www.businessofgovernment.org/blog/six-best-practices-stop-waste-fraud-and-abuse
30. State R&D Tax Credits: Recent Updates and Impacts – Aprio, accessed March 16, 2026, https://www.aprio.com/insights-events/state-rd-tax-credits-recent-updates-and-impacts-ins-article-tax/
31. SUBCHAPTER T FRANCHISE TAX CREDIT FOR RESEARCH AND DEVELOPMENT ACTIVITIES – Texas Comptroller of Public Accounts, accessed March 16, 2026, https://comptroller.texas.gov/taxes/franchise/research-dev-credit.php
32. Texas legislation enhances RD franchise tax credit – PwC, accessed March 16, 2026, https://www.pwc.com/us/en/services/tax/library/texas-legislation-enhances-rd-franchise-tax-credit.html
33. Texas enacts new R&D credit, updates franchise tax | Grant Thornton, accessed March 16, 2026, https://www.grantthornton.com/insights/alerts/tax/2025/salt/p-t/tx-enacts-new-rd-credit-and-amends-franchise-tax-07-22
34. Arizona Department of Revenue – Arizona State Library, accessed March 16, 2026, https://azlibrary.gov/agency-history/2146
35. 41-1507.01 – Certification of basic research payments to a university, accessed March 16, 2026, https://www.azleg.gov/ars/41/01507-01.htm
36. Enhancing Fraud Detection in Federal Financial Systems through AI and Machine Learning, accessed March 16, 2026, https://www.aferm.org/news/692520/Enhancing-Fraud-Detection-in-Federal-Financial-Systems-through-AI-and-Machine-Learning.htm
37. Best practices of the best fraud prevention teams – Moody’s, accessed March 16, 2026, https://www.moodys.com/web/en/us/site-assets/ma-kyc-best-practices-for-fraud-prevention-whitepaper.pdf
38. Blueprint for Enhanced Program Integrity Chapter 3: Fraud Prevention and Detection – Pandemic Oversight, accessed March 16, 2026, https://www.pandemicoversight.gov/blueprint-for-enhanced-program-integrity/chapter-3
39. Program Integrity: The Antifraud Playbook | CFO.gov, accessed March 16, 2026, https://www.cfo.gov/assets/files/Interactive-Treasury-Playbook.pdf
40. Evaluating State and Local Business Incentives – American Economic Association, accessed March 16, 2026, https://pubs.aeaweb.org/doi/10.1257/jep.34.2.90
41. 6 States Just Changed Their R&D Tax Credit Rules: What Your Business Needs to Know, accessed March 16, 2026, https://www.boast.ai/en-ca/blog/rd/6-states-just-changed-their-rd-tax-credit-rules-what-your-business-needs-to-know
42. State Tax Expenditures and Incentives – National Conference of State Legislatures, accessed March 16, 2026, https://www.ncsl.org/fiscal/state-tax-expenditures-and-incentives
43. Best Practices for the Design and Evaluation of State Tax Incentive Programs for Economic Development – Alabama Department of Revenue, accessed March 16, 2026, https://www.revenue.alabama.gov/wp-content/uploads/2022/05/TaxIncentives_BestPractices20170104.pdf
44. A Complicated History, an Uncertain Future: The Arizona Commerce Authority, Part I, accessed March 16, 2026, https://azfree.org/blog/2024/01/25/a-complicated-history-an-uncertain-future-the-arizona-commerce-authority-part-i/
45. McEwen, et al. v. Board of Directors of the Arizona Commerce Authority, et al. – Backgrounder | Goldwater Institute, accessed March 16, 2026, https://www.goldwaterinstitute.org/wp-content/uploads/2025/01/Case-Backgrounder.pdf
46. Research and Development Credits | Sumit Credits, accessed March 16, 2026, https://sumitcredits.com/services/research-and-development-credits/