“Can’t we do this in ChatGPT or Copilot?”
Yes, once. A deep-research prompt gives a plausible answer to almost any regulatory question. What it cannot give you is the same answer next month, a source and a date behind every statement, a reviewer’s name on every verdict, and a register that re-scores itself when a bill moves. GPT is a reading tool. Prodeen is the record.
A chat answer and a record are different objects.
- Written for one person, today, in the words of that prompt.
- Sources as the model found them: often a republisher, often an old version.
- Nobody signs it. Nobody is accountable for it in an audit.
- It does not know when the rule moves. Next month you ask again, and you get a different answer.
- It lives in one window. Marketing, R&D and the regional team never see it.
- One entry per claim, product, instrument or market. The same entry for everyone.
- The source quoted and dated, from the consolidated official text, with the link kept.
- A reviewer accepts or rejects it and the reason stays on the entry.
- Re-scored when the official record moves, and the digest opens with what is closing.
- Read by regulatory, marketing, R&D, legal and the association call. One record, many readers.
Both are produced by language models. The difference is what happens to the answer after it is written.
What a record has to answer
The same answer next month
Test questions run per jurisdiction every week, and an answer that drifts is flagged. We publish the accuracy log every quarter.
A source and a date
The excerpt of the regulation is stored with the answer, from the consolidated official text rather than a third-party copy, with the date it was read. A second agent checks the text was not altered.
A reviewer’s name
Your expert accepts or rejects each verdict and the reason stays on the record. Rejected events are kept too: they are the calibration.
It moves when the rule moves
Only the official record moves an instrument from one stage to the next. When it does, every claim, product and market attached to it is re-scored, and the digest opens with the windows closing first.
How often a leading general model, given a regulation name, a market and web search, returned the correct consolidated version of the official text. Its domain was right 63% of the time. Prodeen’s agents, pointed at the authentic record: 100%.
Of 160 compliance professionals surveyed in Q1 2026, 89% rank verifiability above speed; 68% had already corrected an AI output significantly; 18% have a documented review process for AI-assisted work.
Read in a chat. Decide in the record.
Reading a 300-page consultation, drafting the first version of a position, asking a one-off question you will never have to defend: use the chat, it is good at that. The moment an answer becomes a decision someone will be asked about, it belongs in a record with its source, its date and a name on it.
Copilot has memory and connectors now.
It keeps your chats. It does not keep a schema of your products, claims and markets, a standard of evidence, or a person accountable for the verdict. Those three things are the record, and they are what an auditor, a lawyer or a trade association will ask for.
Do you use these models yourselves?
Yes. The models are an input we test every week and swap when a better one arrives. The sources, the evidence standard, the review step and your validated history are the part that stays, and it is yours.
Can our team keep using ChatGPT next to Prodeen?
Yes, and they should. Read in the chat. When a reading becomes a position, put it in the register with its source, and let the register watch it from then on.
Can we ask Prodeen a question, like a chat?
You can, and the answer arrives with its sources and quality score. But that is the least of it. The value is in what the answer becomes afterwards: an entry that is monitored, re-scored and shared.
Start with one topic, one range or one market.
A first scan runs on public sources and needs no integration. You get a record you can put your name to, and you will know within a month whether it is still right.