Research
What we study on data, method and the engineering behind our platforms.
Areas of work
- The data method
How a company’s data is mapped, analyzed and put to work.
- Comparability across companies
When two figures with the same name measure the same thing, and how a group of similar companies is built.
- Interviews with AI
How an AI interviewer conducts an interview and how each person’s words are cited.
- Traceable figures
How every figure is linked to its source and verified before publication.
Articles
- The data methodHow to map a company’s data without erasing its contradictionsThe data method records every time a source names a piece of data, along with the exact place it says so, and leaves the choice of which definition prevails for later. Disagreements between departments stay on the record as findings, and every conclusion can be traced back to its source.October 19, 2026Read the article
- Traceable figuresHow every figure is tied to its source before a report goes outIn XPTNova’s analyses every figure carries a letter that says where it comes from, and every statement carries its source on the same line. A citation that cannot be traced blocks publication, and in DataNova any figure in a report opens down to the record or document behind it.October 19, 2026Read the article
- Comparability across companiesWhen two figures from different companies can be comparedTwo figures from different companies can share a name and still measure different things, because of scope, accounting standard, period or type of service. SectorNova checks each pair before comparing it, builds groups of similar companies and states how far the figures compare, with the reason.October 19, 2026Read the article
- Interviews with AIHow an AI Interviewer Talks With Everyone in Your Company, and How Their Words Are CitedBrainNova interviews every person in an organization, in writing or by voice, with a script for their role, and asks the way an analyst would. Every statement stays tied to who said it and in what role, and the company’s data map is built from there.October 19, 2026Read the article
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