An independent U.S. nonprofit advancing research, education, and AI-powered public benefit platforms in service of communities and institutions.
Serbian-born pioneer, statesman, journalist, and defender of liberty. Born as Đorđe Ribar, he journeyed from Europe to America, helped shape early Texas, served in public office, and became a respected voice for freedom, civic responsibility, and public service.
A Serbian immigrant whose legacy became part of the history of Texas and the United States.
A concise 3-minute Executive Overview for busy decision-makers, and a complete 11-minute presentation for those who want the full picture.
A concise executive presentation introducing who STI is, our mission, our technology ecosystem, public benefit initiatives, why organizations partner with us, and our long-term vision.
A complete presentation covering our mission, research, AI platforms, technology ecosystem, public benefit initiatives, and future vision — with every program explained in depth.
A research-style visualization contrasting the forces that quiet public participation with those that strengthen it. Values are illustrative, not measured.
Every report is one step from fear toward freedom.
When people speak up, corruption loses power.
This visualization is conceptual and educational. It illustrates societal factors that may discourage or strengthen civic participation. Values are symbolic and do not represent real-world measurements.
Every platform we build advances the same public benefit thesis — a single institutional vision expressed across education, research, technology, and community.
Community resource navigator for mental health, housing, veterans, and financial hardship.
Visit PlatformHuman, civil, and disability rights guidance for vulnerable individuals.
Visit PlatformConsumer scam intelligence — track patterns, protect families, expose bad actors.
Visit PlatformBridge between citizens and pro-bono / low-fee legal support.
Learn MoreAI-guided decision support and opportunity discovery for individuals.
Visit PlatformCredit report error resolution and unauthorized charge dispute assistance.
Visit PlatformGrant and funding discovery for individuals, families, and nonprofits.
Visit PlatformCollaboration framework for faith communities and public benefit outreach.
Visit PlatformEthical AI for early talent identification and personalized learning.
Learn MoreConnected veterinary care, telehealth, and livestock health platform.
Visit PlatformTurn ideas into published books with AI-assisted writing, editing, and publishing guidance.
Visit PlatformAI-powered tools for anxiety management, panic attack support, and guided breathing exercises.
Visit PlatformFrom founding vision to national capability — STI's roadmap reflects sustained investment in research, technology, and public benefit.
STI established as an independent U.S. nonprofit.
Applied research across education, rights, and community.
Alliance with Saber IQ for AI and platform engineering.
PetBook IQ, ScamTrace IQ, Relif IQ, and partners deployed.
Multi-state rollout, university and church partnerships.
Government pilots, grant-backed research, national reach.
Foundations, universities, and public agencies partner with STI because of four non-negotiable operating principles.
Nonprofit governance. No political affiliation. Mission-owned decision-making.
Open programs, published methodology, and clear public benefit reporting.
Real, deployed AI platforms — not concepts. Built with our partner Saber IQ.
Multi-decade horizon focused on measurable community and educational outcomes.
STI's ability to design, build, and operate public benefit technology is already in production.
STI connects people with established nonprofit networks — strengthening ecosystems instead of replacing them.
Connect families with trusted animal adoption organizations and help pets find safe, permanent homes.
Find nearby food banks, meal programs, and emergency food assistance through trusted nonprofit organizations.
Record your final wishes as a personal video testament. AI transcribes your words onto paper, and a notary certifies the document — turning your spoken voice into a legally recognized will that protects the people you love.
STI is built to plug into public, educational, and community infrastructure — with capability ready today.
Relief IQ helps individuals and families connect with support resources, community programs, nonprofit organizations, government assistance, mental health guidance, and practical solutions during difficult life situations — financial hardship, emotional stress, housing challenges, disability-related concerns, veteran-related issues, or social isolation.
Visit Relif IQHuman-rights and civil-support platform. Practical guidance, rights education, and resource connection for vulnerable individuals.
Visit livingrightsiq.comAn independent tool for tracing scams, fraud patterns, and suspicious actors. ScamTrace IQ helps people verify companies, recruiters, brokers, and offers before they get hurt — and document red flags when something feels wrong.
Visit ScamTrace IQNeed legal guidance? We can help connect you with an attorney for a confidential consultation about your case.
Request a lawyerAI-powered guidance and intelligent tools to help you navigate complex decisions, discover opportunities, and unlock your full potential.
Visit potentialquestai.comAll churches are invited to join this non-profit network — to organize donor dinners and fundraising actions for veterans, the blind, sick children, and mothers who lost a husband, son, or daughter in war.
Partner with usResolve credit report errors, dispute unauthorized charges, and protect your financial standing.
Visit Credit Despute IQFind grants and funding opportunities for individuals, families, small businesses, and nonprofits.
Visit Grant Finder IQRelief IQ connects people to resources across three core areas. Whatever the situation, there is a place to start.
S.Transparency Initiative helps people document and report unfair treatment across trucking, workplace, medical, veterinary, financial, religious, government, and community-related situations. We exist to give people a safe voice when they feel alone, exploited, ignored, or afraid to speak.
Every report is recorded with a unique Case ID and stored securely. You decide whether to share your identity or remain anonymous.
Stolen loads, unpaid miles, fake rate confirmations, illegal deductions, dispatcher abuse.
Unpaid wages, illegal deductions, discrimination, harassment, unsafe conditions.
Hidden charges, unfair fees, contract abuse, payment disputes, manipulation.
Doctors, clinics, vets — poor service, price manipulation, misleading billing.
Accessibility barriers, denied support, neglect, unfair treatment.
Misuse of donations, financial misconduct, abuse of trust, lack of accountability.
Repair shops charging for whatever the diagnostic computer flags without a proper reset, unnecessary part replacements, and dealerships using high-pressure tactics, misleading pricing, or deceptive sales practices.
Apartment complexes, property managers, landlords — billing disputes, unexplained fees, utility allocation, maintenance neglect, deposit disputes, unsafe conditions, or accessibility concerns.
Government, public services, or anything not listed.
Connected support for stress, anxiety, financial hardship, isolation, and difficult life situations.
Serbian-American inventor, engineer, and visionary whose innovations transformed the modern world. His work in electricity, wireless communication, and science continues to inspire generations.
Learn More
In 1918, the Serbian flag was raised at the White House alongside the American flag as a symbol of respect, sacrifice, and friendship between the Serbian and American people.
Learn MorePick the category that fits your situation, or choose Other.
Describe what happened. Upload evidence. Stay anonymous if you wish.
We generate a unique Case ID like STI-2026-000123 immediately.
Save your Case ID. We may follow up if you provided contact info.
You can report without sharing your identity. Your name and phone are not collected. Email is optional but lets us send you your Case ID.
Reports with contact information may be easier to verify, document, and follow up on. You stay in control of how much you share.
It takes a few minutes. You'll receive your Case ID immediately.
Donations fund legal aid, outreach, and support for veterans, the blind, sick children, and families who lost loved ones. 100% goes to the cause.
Providing information about human rights, civil rights, disability rights, veterans' rights, and available assistance programs.
Visit Living Rights IQPromoting transparency, accountability, ethical governance, and responsible stewardship of charitable and community resources.
Learn MoreDiscover support programs near you and take the next step.
Explore Relief IQUnderstand the protections and assistance available to you.
Visit Living Rights IQOur mission is supported by technology that is already being designed and deployed to solve real problems.
Instead of only presenting ideas, STI demonstrates organizational capability through real technology projects developed with its technology partner, Saber IQ.
These projects illustrate our ability to design, build, and maintain secure digital platforms that serve education, public benefit, and community needs.
Ethical AI for early talent identification and educational support — a long-horizon research initiative exploring responsible personalization for teachers, students, and families.
Explore ResearchOne connected care system for pet owners, veterinarians, and livestock producers — featuring shared medical records, telehealth, AI-assisted documentation, and health management.
These initiatives are backed by tangible engineering practice — not concepts on a page.
Production-grade codebases, modern frameworks, disciplined delivery.
Applied AI for documentation, decision support, and personalization.
Encrypted data, role-based access, resilient deployments.
Web, mobile, and integrated services designed to work together.
The Innovation Portfolio demonstrates STI's ability to collaborate with an experienced technology partner capable of designing and operating complex digital platforms.
Technology initiatives are developed by Saber IQ, while STI focuses on nonprofit research, education, and public-interest programs.
Not every Saber IQ product is operated by STI. Each project is labeled to reflect its actual purpose and relationship.
See the platforms, research, and partnerships shaping our approach to public-interest technology.
We believe technology should solve real problems, strengthen communities, improve quality of life, and expand human opportunity through ethical research, responsible AI, and public service.
Technology alone does not change lives. People do.
Our role is to design ethical tools that help educators, families, researchers, nonprofit organizations, and communities make better decisions, access better resources, and create better outcomes.
Every initiative exists because of a real human problem — not because of technology itself.
Long-term educational research focused on ethical AI, early talent identification, teacher support, child development, and personalized learning.
Learn moreHelping nonprofits, schools, and researchers discover funding opportunities and prepare stronger grant applications.
Learn moreHelping individuals understand their rights, locate services, and navigate difficult life situations through trusted educational resources.
Learn moreHelping individuals better understand credit reporting, dispute processes, and financial literacy.
Learn moreConnecting individuals and families with resources, assistance, nonprofit services, and community support.
Learn moreHelping people recognize scams, identify suspicious activity, and promote informed decision-making.
Learn moreTurn ideas into published books with AI-assisted writing, editing, and publishing guidance.
Learn moreAI-powered tools for anxiety management, panic attack support, and guided breathing exercises.
Learn moreDeveloped by Saber IQ, PetBook IQ demonstrates how responsible technology can improve veterinary communication, support responsible pet ownership, strengthen animal welfare, and connect families with trusted veterinary care.
Presented as a technology partner initiative — not operated as an STI charitable program.
Learn moreEvery platform addresses a different challenge, but they all share the same philosophy: responsible technology should improve lives, strengthen communities, protect dignity, and create opportunities through ethical innovation.
Saber IQ designs, engineers, and maintains the digital platforms, AI systems, research prototypes, and educational technologies that support STI's public-interest initiatives.
The partnership allows STI to focus on research, education, transparency, and community impact while leveraging modern technology built specifically for nonprofit missions.
To maintain complete transparency:
Each project is clearly labeled throughout the website to accurately represent its purpose and organizational relationship.
We welcome collaboration with government agencies, nonprofit organizations, veterans programs, disability advocacy groups, educational institutions, community organizations, and public service partners who share our commitment to transparency, accountability, public service, and community support.
Our initiatives are designed to help individuals access information, resources, support services, and reporting tools that encourage responsible governance, informed decision-making, and stronger communities.
Working together to improve access to public information, resources, and community support programs.
Connecting individuals and families with assistance programs, advocacy groups, and community resources.
Supporting civic engagement, public awareness, transparency initiatives, and community-focused innovation.
We welcome inquiries from foundations, universities, government agencies, and corporate partners aligned with our mission of transparency, education, and public benefit.
Our mission is to help individuals access information, support, transparency, and community resources through technology-driven public service initiatives.
info@serbiantransparency.org
