Editorial independence, in the data.
The record is governed by evidence. Commercial relationships do not decide what it says.
Original research, clear attribution
We use primary documentation, papers, repositories, customer statements and clearly identified reporting. We write our own summaries, retain exact source URLs and preserve the origin of claims. Competitor products inform our product design; their prose and databases are not copied.
Review responsibility
PhysicalAI.best Research maintains the public-source registry. Automated tools help validate fields, find stale records and identify conflicts. A retrieved page or an automated pass does not by itself establish factual accuracy. Publication decisions remain subject to the evidence and identity gates described in our methodology.
Vendor participation
A vendor may propose a correction and supply a source. It may request a profile review. It does not approve our copy, choose an evidence label, remove a documented limitation or buy a comparison result. Material corrections update the relevant field and its source trail together.
Conflicts of interest
Sponsored modules and any referral arrangement must be disclosed next to the commercial material or CTA. Organic database rows and comparisons stay separate from paid inventory. Where evidence conflicts, we show the disagreement instead of selecting a favorable number.