7wData Research
Independent research on AI and data, from a screened deck to a book watched over time.
We take one question that carries real money and hand back a verified read: every claim graded, every source attached, every limit of the evidence named out loud.
7wData Research is an independent research house in Belgium. We answer the questions that carry real money: a single decision, a whole book watched over time, or a stack of decks screened down to the few worth the deeper work. One plain note on the names: 7wData Research is the research house, and ins7ghts is the engine and the self-serve platform behind it. Below, five ways to put the work to use, depending on the question you are holding.
See the five waysStart from your question
Five ways to put the work to use
Should we back, buy, or enter this market?
One scoped question, answered in two to four pages: what the public record proves, what only the company claims, and what nobody outside the company can know. Every claim graded, with two or three tripwires that would break the read.
The Decision Brief. Open the door From EUR 490, three business days
We need the full picture on one company.
One company taken apart against the public record at investment-committee grade, 20 to 60 pages: every funding round enumerated and reconciled against filings first, how the company is moving in the expert conversation over time, and every load-bearing claim independently checked and graded before it reaches you.
The Deep Dive. Open the door Quoted per decision, before anything begins
Which of these fifty deserve attention?
Claim-by-claim verification of a pitch deck against the public record: confirmed, contradicted, or unverifiable, source attached, in a two-to-three page screen note. Built to be fast and many, so the survivors earn the deeper work.
Deck Screen. Open the door By request
Watch our whole book over time.
A monthly watch across the companies you name: your portfolio, your targets, your competitive set. One honest page per company, verified events with receipts between reports, and every company graded for coverage before we take your money.
Portfolio Watch. Open the door From EUR 490 per month, by portfolio size
Just tell me what you would do.
A named analyst reviews the analysis on your decision and gives you his call, bottom line first: what he would do, the reasons that carry it, and what would change his mind. His name on it, a person's judgment, not a report a machine sent you. His written verdict within three business days, with an optional short conversation if you want it.
The Analyst's Verdict. Open the door EUR 1,500
One offering underneath
Five products, one discipline applied at five depths
The same instrument
All five draw on the Discourse Ledger, our continuously graded record of what practitioners and experts actually publish across the data and AI field, and on the public record: registries, filings, the dated trail. The same instrument sits under the smallest brief and the largest dossier; only the depth changes.
The same grading discipline
Every claim in every deliverable carries its evidence grade. Where the public record cannot answer, the document says so instead of estimating. The receipts are not an appendix habit; they are the product.
The same ladder
Each product hands to the next; none replaces another. Whichever door you enter, we will tell you honestly if your question belongs behind a different one, before you pay.
Prefer to drive the research yourself? The same record powers ins7ghts, our self-serve platform.
Independence
Judgment work is sold to the people making the decision, never to the companies being examined.
Brands can buy visibility with us. Nobody can buy a grade. How we make money.
Whatever you share with us stays between us. We never publish client scopes; published samples are redacted and used with permission.
Not sure which door fits?
Book a call at letstalk.7wdata.be, or start with the Decision Brief intake and we will route you honestly.
Start with the Decision Brief