Press release
The world runs on registers that do not talk to each other. People are dying in the gaps, and AI is now being trained to guess across them.
Pansofica warns that scattered public records, held by gatekeepers who do not share them, are an unmanaged global risk, and opens an evidence layer that gives every authoritative record an address, a fingerprint and a correction path.
MIAMI, October 2, 2026. Pansofica today warned regulators, industry bodies and the artificial intelligence laboratories that the records deciding whether a fighter is fit to compete, whether a jet engine part is genuine, whether a passport is stolen and whether a surgeon is licensed are scattered across thousands of keepers who do not share them. The cost is now counted in lives, grounded aircraft and compromised borders. The same scattered files are what AI systems read when they answer questions about people, products and companies, and those systems still invent facts in a measurable share of their answers.
Boxing was the first proof. On average 13 participants die in the ring each year. Four boxers aged 26 to 28 died of ring injuries in the last twenty months, in Belfast, Tokyo and Mexico. When Hugo Santillan died in 2019, it emerged that his final bout should never have been licensed: a 45-day suspension issued elsewhere had never reached the officials in Argentina. The record existed. The register that held it did not speak to the register that sanctioned the fight.
Recalls fail the same way in a globalized economy. About 4.7 million United States vehicles still carry an unrepaired Takata airbag twelve years into a recall that has killed at least 28 people. The most serious class of medical device recalls rose 232 percent between 2020 and 2025. A single broker’s forged paperwork put unapproved parts into at least 68 jet engines on aircraft flown by major carriers, because no register existed to check the paper against.
Borders are where scattered registers meet moving people. 117.8 million people were forcibly displaced at the end of 2025. Interpol’s stolen document database holds 138 million records, yet in January 2026 a database error flagged valid United States passports as stolen and stranded travelers abroad. Europe’s own auditors report that Schengen border data is in places incomplete or late, and the European Commission names information sharing between states as the system’s main weakness.
AI laboratories are now inferring truth across these gaps. Frontier models still hallucinate in 4.6 to 6.1 percent of answers, and in 58 to 88 percent of legal queries. In September a research lead at one laboratory put the chance that AI kills all humans within the decade above 10 percent, the Senate received a bill to ban artificial superintelligence, and the United States government launched America.gov, an AI front door that answers only from official sources. A link to a page that may have changed is not provenance. If machines are going to answer from the public record, the record must be something a machine can cite and a human can check.
What Pansofica has built. One engine turns any authoritative register, kept by a government, a federation, an exchange, a standards body or a company, into a cited corpus from a one-page description, with no code written per source. Every record carries the register, the source file, its SHA-256 fingerprint, the publish date, the date it was read and the publisher’s terms, verbatim. Every record has a public page and is available to ChatGPT, Claude and any software through one interface. Superseded records are retired, never deleted. The person or organization a record is about can flag or dispute it, and the correction sits beside the record. As of today, 12 public corpora hold more than 87 million records, including 9.8 million licensed healthcare providers, 83,975 federal healthcare exclusions, 18.8 million land parcels and 22,556 combat athletes, and 182 registers are cataloged with their terms for the same treatment.
The next step is scale. Pansofica is in discussions with a number of family offices on a $100 million seed round. The capital takes the engine from 12 public corpora to 25,000 registers and 5 billion records over 36 months, builds the team that operates it, and funds the legal and licensing work to open registers in every jurisdiction, so that every public record on earth has an address, a fingerprint and a correction path before machines finish learning to guess across them.
“Every one of these failures has the same shape. The record existed. It sat with a careful keeper who was responsible for the file and not for the person. Then a machine or a human on the other side of a border decided without it. We have proven that any register on earth can be made readable, citable and correctable for less than the cost of a dinner. The technology is no longer the excuse. The gatekeepers are.”
Pansofica is asking keepers of public registers to publish whole files with dates and clear terms, asking AI laboratories to ground answers about people, products and companies in records that carry a file, a fingerprint and a date, and asking lawmakers to treat the interoperability of public registers as the safety infrastructure it is. The full evidence and every source cited here are published in the accompanying evidence note.
About Pansofica
Pansofica is an open evidence layer for the public record, based in Miami, Florida. It turns authoritative registers kept by governments, federations, exchanges, standards bodies and companies into cited, checkable corpora, gives every record a public address and a correction path, and makes the same records available to AI assistants and software through one interface. The data stays open. The method is Pansofica’s.
Media contact: press@pansofica.com
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