Brightfield Research Editorial Desk — Institutional Research Attribution

What the attribution means

When a Brightfield Research output carries the attribution "Brightfield Research Editorial Desk," that designation has a specific and documented meaning. It is not a reference to a large anonymous staff. It does not imply a research organization with dozens of analysts. It identifies research that has been produced through the publication's formal methodology framework and has received sign-off from at least one named member of the editorial team before publication.

The Editorial Desk attribution is used in two specific circumstances. First, for research outputs that represent the institutional position of the publication rather than the individual perspective of a single author — category definition documents, methodology statements, editorial policy updates, and similar foundational content where the relevant authority is the organization's documented framework rather than an individual's expertise. Second, for research outputs that have been collaboratively produced by multiple members of the editorial team such that a single author attribution would be incomplete or misleading.

The Editorial Desk is a transparency mechanism, not a staffing claim. It exists to distinguish between work that is attributed to a named individual author and work that represents the institutional output of the documented research process. In both cases, a named member of the editorial team holds editorial responsibility for the output.

Who is behind it

The Brightfield Research Editorial Desk currently consists of three named staff members who collectively hold responsibility for research strategy, evidence quality, and editorial production across all published outputs.

Publisher

Claire Ashworth

Former Senior Director, Forrester Research. MSc Information Systems, University of Edinburgh. Responsible for research strategy, editorial standards, and methodology governance at Brightfield. Holds editorial authority over all published research outputs and coverage decisions.

Research Director

Dr. Yuki Tanaka, PhD

PhD Information Systems, MIT. Former research scientist, IBM Research. Published in MIS Quarterly and Information Systems Research. Responsible for evidence classification standards, research quality criteria, and methodology documentation at Brightfield.

Managing Editor

Thomas Lindqvist

Former Technology Editor, Financial Times (8 years). MA Journalism, Columbia University. Responsible for editorial production, content standards, source verification, and corrections at Brightfield.

Editorial standards applied

All research carrying the Editorial Desk attribution has been produced under the same standards that govern individually attributed outputs. Those standards are documented in full in the Research Methodology and Editorial Policy. The key standards are as follows.

Standards checklist

01
Evidence-only factual claims. No factual claim is made without documented evidence from the seven-class evidence framework. Editorial analysis is clearly distinguished from documented evidence.
02
No fabricated data. No statistics, ratings, awards, or customer claims are included unless drawn from verifiable documented sources. No data is invented or inferred without clear labeling.
03
Limitations documented. Every output states explicitly what evidence was not available, what could not be verified, and what conclusions are contingent on the evidence available at the time of publication.
04
Commercial disclosure. Any commercial relationship that could affect editorial conclusions is disclosed on the relevant page. No payment is accepted for rankings, placement, or editorial conclusions.
05
Named sign-off required. No output is published without editorial sign-off from a named member of the editorial team. The Editorial Desk attribution does not create anonymity — it creates institutional accountability with named individuals holding responsibility.

When this attribution is used

The Editorial Desk attribution is applied to three categories of research output. Methodology and policy documents that represent the institutional position of the publication rather than the individual expertise of a single author. Collaborative research outputs where the contribution of multiple editorial team members is substantial enough that a single author attribution would be misleading. And outputs that update, revise, or correct previously published work when the revision is driven by the institutional correction process rather than individual authorship.

The attribution is not used to obscure authorship. On outputs where a single named author holds primary responsibility, that author is named. The Editorial Desk designation is a precision tool for specific content types, not a default attribution for unattributed work. All published content at Brightfield Research carries either a named author attribution or the Editorial Desk attribution with the named individuals responsible identified on this page.

Contact

Corrections, evidence submissions, and editorial inquiries addressed to the Editorial Desk can be sent to [email protected]. All substantive corrections and evidence submissions are reviewed by a named member of the editorial team and logged in the publication's correction record.

For corrections to a specific published output, include the URL of the output, the claim you believe to be inaccurate, and the documented evidence supporting the correction. Corrections are assessed against the evidence framework and published with attribution to the correction source where the correction is accepted.