Building Decision Intelligence for the Future of Law & Business
Concierra Technology
Build Intelligence. Empower Decisions. Expand Possibilities.
intelligent Systems for Consequential Decisions.Concierra Technology builds intelligent systems designed to help people and organizations understand complexity, organize information, evaluate options, and make better consequential decisions.We are developing technology at the intersection of artificial intelligence, human judgment, and real-world decision-making.
Concierra Technology
Michelle May O'Neil, J.D.
Dallas | Miami
Call or Text: (214) 506-0704
Decision Intelligence
Our Philosophy
Technology should strengthen human judgment.Artificial intelligence is rapidly expanding access to capabilities once concentrated in institutions and highly trained professionals. We believe the most valuable technology will not simply automate human work. It will help people understand more, see more clearly, and make better decisions.Concierra Technology develops systems that expand access to intelligence while preserving the essential role of human judgment, experience, values, and wisdom.The objective is not automated judgment. It is better human decision-making.
Human + Intelligence + Profession
Building the Intelligence Layer
Many consequential decisions occur within a relationship between an individual and a professional, institution, or decision-maker.Concierra Technology is developing AI-enabled tools that can operate within that relationship, helping people understand processes, organize information, think through questions, prepare for decisions, and interact more effectively with the professionals advising them.We see an emerging role for technology not simply as a replacement for human expertise, but as an intelligence layer that makes the human relationship more effective.
Areas of Innovation
Building the Future of Decision Intelligence
We are exploring and developing intelligent systems across four areas where better access to information, analysis, and structured reasoning can materially improve consequential decisions.
Legal Decision Intelligence
Legal systems require people to make consequential decisions while navigating complex rules, unfamiliar processes, and large amounts of information. We are developing intelligent tools that help individuals and legal professionals understand legal processes, organize relevant information, evaluate options, and work together more effectively. Our focus is technology that operates alongside the professional relationship rather than attempting to replace it.
Consumer Decision Intelligence
Artificial intelligence is giving individuals access to analytical capabilities that were once available primarily through institutions and highly trained professionals. We are exploring how intelligent systems can help people organize information, understand choices, prepare for important conversations, and approach consequential personal decisions with greater clarity and agency.
Organizational Decision Intelligence
Organizations generate enormous amounts of knowledge, but information alone does not produce better decisions. We are exploring technologies that help organizations structure institutional knowledge, identify patterns, evaluate alternatives, preserve intelligence, and put the right information in front of decision-makers at the right moment.
Dispute & Resolution Intelligence
Conflict creates a distinct decision environment in which information, emotion, competing interests, uncertainty, and legal or institutional constraints intersect. We are exploring intelligent systems that can support conflict navigation, negotiation, mediation, dispute resolution, and other structured decision processes while preserving meaningful human participation and judgment.
Intelligent Technology
Related Research & Ideas
The questions raised by intelligent technology extend beyond technology itself. Our work exists within a broader ecosystem examining how intelligence, judgment, institutions, and organizations are changing.
Institute for Constitutional AI Law
Research and thought leadership examining artificial intelligence, constitutional principles, courts, access to justice, legal AI governance, and the changing relationship between individuals and institutions.Link: constitutionalailaw.org
StratExcel: The Center for Strategy & Excellence
Research, education, and advisory work focused on strategy, execution, organizational intelligence, and the architecture of excellence.
Link: stratexcel.com
Founder
Built by a Lawyer. Driven by an Entrepreneur. Focused on the Future.
Michelle May O'Neil is a lawyer, strategist, author, and technology founder whose work focuses on consequential decision-making at the intersection of law, technology, strategy, and human judgment.She is Founder and CEO of Concierra Technology and founder of the Institute for Constitutional AI Law. She is also founder of Concierra Legal, an appellate-first Texas family law firm, and StratExcel, a platform focused on strategic and organizational excellence. A Board Certified Family Law specialist with more than three decades of legal experience, O'Neil has spent her career working within complex decision environments involving law, conflict, institutions, professionals, and individuals.Before founding her current ventures, O'Neil was the co-founder and longtime senior shareholder of O'Neil Wysocki P.C., the Dallas family law firm she founded and helped build over more than three decades of practice.Her work in technology grows from a central question:
How can intelligent systems make humans more capable without removing the judgment that consequential decisions require?Her work spans law, business, technology, and public policy, with a focus on building practical AI solutions grounded in human wisdom, responsible governance, and constitutional principles.
30+ years advising on consequential legal decisions
Board Certified in Family Law by the Texas Board of Legal Specialization
Nearly 200 appellate matters handled across Texas
National speaker on artificial intelligence, law, and access to justice (SXSW 2026)
Founder of Concierra Legal, Concierra Business, Concierra Technology, and Institute for Constitutional AI Law
Author, strategist, and thought leader on decision intelligence
Insights
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Innovation begins with thoughtful questions. Through articles, research, and commentary, we explore the ideas shaping artificial intelligence, decision intelligence, access to justice, constitutional AI law, governance, and the evolving relationship between technology and humanity. Subscribe to receive new insights as they are published.
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Concierra Technology, LLC
Building intelligent systems for consequential decisions.
© 2026 Concierra Technology, LLC. All rights reserved.
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The information presented on this site does not constitute legal, financial, professional, or other individualized advice and should not be relied upon as a substitute for advice from an appropriately qualified professional. Concierra Technology develops and explores technologies involving artificial intelligence, decision support, and related systems. Descriptions of areas of innovation, research, concepts, products under development, or future capabilities are informational and do not constitute representations, warranties, or commitments that any particular product, feature, or service is currently available or will be developed or released. Nothing on this website creates an attorney-client, consultant-client, fiduciary, or other professional relationship with Concierra Technology, LLC, Michelle May O'Neil, Concierra Legal, the Institute for Constitutional AI Law, StratExcel, or any affiliated or related person or organization. All website content, including text, concepts, graphics, branding, logos, and other original materials, is owned by or licensed to Concierra Technology, LLC unless otherwise indicated and is protected by applicable intellectual property laws. Content may not be reproduced, distributed, modified, or used commercially without permission. Links to third-party or related websites are provided for convenience and informational purposes. Concierra Technology does not assume responsibility for third-party content, services, policies, or practices. This website and its content are provided on an “as is” and “as available” basis. To the fullest extent permitted by applicable law, Concierra Technology disclaims warranties regarding the accuracy, completeness, availability, or fitness of website content for any particular purpose. Concierra Technology may update these Terms of Use as its website, products, and services evolve.Last updated: August 2026