About Us

AcadeResearch is an independent, multidisciplinary think tank founded with a clear mission: to bridge the gap between academic theory and real-world application.

In a digital world saturated with fleeting opinions and surface-level analysis, AcadeResearch focuses on the “Why” and the “How” behind complex issues — producing in-depth, data-driven research that is reliable, properly cited, and built to last.

We have published more than 90 long-form analyses since October 2025, covering subjects from semiconductor supply chains and AI governance to senior housing construction and consumer marketing. The publication is based in Prosper, Texas.


What We Cover

Our work is organised into six areas. Each links to the full archive:

  • Society — labour markets, public policy, demographics and the social effects of technology
  • AI — model development, open-weight ecosystems, AI regulation and compute infrastructure
  • Marketing & Strategy — brand analysis, consumer behaviour and measurement methodology
  • Economics & Finance — market structure, corporate financials, monetary policy and housing
  • Technology — hardware, robotics, manufacturing and telecommunications
  • Cybersecurity — threat economics, breach disclosure, security spending and vendor markets

How We Work

Every report begins with primary documents rather than secondary coverage. In practice that means regulatory filings and SEC XBRL company data, federal agency records and rulemakings, court opinions, and official statistical releases. Where a claim rests on a number, we go to the body that published the number.

Charts are built from those cited datasets and generated in-house, not reproduced from third parties. Where a figure is an estimate, a range, or drawn from a single vendor, the report says so on the chart itself.

We also publish what the data does not support. Most of our longer reports include a section setting out the limits of the analysis — competing explanations, gaps in the evidence, and figures we chose to exclude because they could not be verified against a primary source.


Editorial Standards

  • Analysis and opinion are separated. Where a report reaches an editorial judgment, that judgment is placed in a clearly labelled section and identified as the publication’s view rather than a finding of the research.
  • Sources are listed in full. Each report ends with its sources so that readers can check the underlying documents directly.
  • Unverifiable claims are removed, not softened. When a figure cannot be traced to a primary source, we drop it and explain the omission rather than attribute it vaguely.
  • Corrections are made in place. Where we get something wrong, the article is corrected and the correction described rather than quietly edited.

Contributors

Kenny Le is Director of AI, Security and Systems at a major U.S. law firm, where he leads strategy across artificial intelligence, information security and enterprise infrastructure. He has thirty years of experience in enterprise IT, having held management roles across the discipline — programmer manager, data center manager, systems manager and security manager — before moving into AI. He is currently completing an MBA at Southern New Hampshire University. He writes on AI policy and open-weight ecosystems, semiconductor supply chains, cybersecurity economics, and the infrastructure and labor constraints on the AI buildout.

Jane Leok is Co-Founder and Lead Analyst for Marketing & Strategy at AcadeResearch. She is currently pursuing her Master of Science in Digital Marketing at Southern New Hampshire University, specializing in market analysis and digital strategy.

Analysis published on AcadeResearch reflects the personal views of its authors. It does not represent the positions of their employers, clients, or any institution with which they are affiliated.


Our Philosophy

We are a boutique think tank. We prioritize depth over frequency. Every article published here is the result of rigorous research, complete with citations, designed to serve academics, students, and professionals seeking substantive knowledge.

Questions, corrections and collaboration enquiries are welcome at team@acaderesearch.com, or through our contact page.

Research Focus

Economics & Finance

  • Why the AI Giants Are Suddenly Chasing Law Firms

    AcadeResearch Economic Report Executive Summary Since February, all three frontier model labs have stood up dedicated legal offerings. Anthropic launched Claude for Legal in February and expanded it in May with more than 20 connectors and 12 practice-area plugins. OpenAI hired Ironclad co-founder Jason Boehmig in June to run a…

  • 87% of General Counsel Already Use AI. The Case for Law Firms Moving Faster.

    AcadeResearch Economic Report Executive Summary Google Cloud launched Gemini Enterprise for Legal in preview on 25 August 2026, with Cleary Gottlieb, Freshfields, Weil, and Williams & Connolly named as partners. It joins Harvey, Legora, Thomson Reuters' CoCounsel and Anthropic in a market that did not meaningfully exist three years ago….

  • The Discount That Was Never Negotiated: What an Unhappy Workforce Actually Costs

    AcadeResearch Economic Report Executive Summary The cost of an unhappy workforce is usually described with one enormous number — Gallup currently puts global disengagement above $10 trillion a year. This report audits that figure, sets out what the peer-reviewed evidence actually supports, and identifies where the real cost hides. Two US…

Marketing & Strategy

Society

  • Practice Up 48%, Exams Down 17%: Does AI Stop Children From Learning?

    AcadeResearch Economic Report Executive Summary Researchers gave roughly a thousand Turkish high-school students access to GPT-4 during mathematics practice, then took it away and tested them. During practice, the students with the assistant scored 48 percent higher than those without it. On the unaided exam that followed, the same students…

  • The Discount That Was Never Negotiated: What an Unhappy Workforce Actually Costs

    AcadeResearch Economic Report Executive Summary The cost of an unhappy workforce is usually described with one enormous number — Gallup currently puts global disengagement above $10 trillion a year. This report audits that figure, sets out what the peer-reviewed evidence actually supports, and identifies where the real cost hides. Two US…

  • Twenty-One Billion Dollars and a Million Complaints: The Case for Deputizing Private Cyber Firms

    AcadeResearch Policy Report Executive Summary On August 12, 2026, the President signed a National Security Presidential Memorandum, Expanding Capabilities to Combat Transnational Cyber-Enabled Crime, authorising vetted American companies to conduct Cyber Surveillance Operations and Cyber Effects Operations against foreign cyber-enabled transnational criminal organisations, under federal direction and oversight (The White…

“Without data, you’re just another person with an opinion.”
– W. Edwards Deming