Facts, context and interpretation
We collect material from monitored sources, resolve references to companies and events, and organise factual records. Original research combines those records with transparent calculations, comparisons and decision frameworks. We distinguish reported claims, confirmed records and our interpretation.
What confidence means
“Reported” means a claim appears in the supporting material. “Confirmed” is a record status; the report explains the evidence behind its use. A vendor announcement is not independent proof of commercial success. Several publications repeating one announcement are not several independent confirmations.
Original work, linked evidence
Research is written for TLDRocket. Publisher article text and excerpts are not republished in this intelligence experience. Material claims point to supporting evidence. Publication checks examine wording overlap, source links and the review state. Draft reports stay private until approved.
Funding and deployment data
Funding records preserve unknown amounts and estimated dates. Different forms of capital are not interchangeable: equity, debt, grants, acquisitions and infrastructure commitments must be assessed separately. Physical AI records distinguish announcements, pilots and production deployments, together with the type of evidence available.
Coverage and limitations
Our dataset reflects monitored sources, classification and verification work. It is not a census of every AI company or investment. Counts can change after corrections and merges. Rankings measure disclosed factors in observed coverage; they do not measure expected investment returns.
Editorial independence
Sponsored placement is labelled. Paying companies cannot purchase favourable research, an improved independent ranking, or removal of criticism. Claimed company profiles establish ownership, not an endorsement of a product or investment.
Corrections and updates
Research reports display their publication date and version. Material revisions are recorded. Tell us which record or report needs attention and provide the supporting evidence through our contact or removal-request form.
Research use
The platform supports market research and diligence. Consider the evidence, its limitations and your own circumstances before making a business or investment decision.