About the desk
The Market Proof Lab Editorial Desk is the institutional attribution used for research outputs produced through the Lab's internal proof validation framework rather than attributed to a named outside contributor. When a proof report, validation framework, signal analysis, or evidence audit carries the Editorial Desk byline, it means the output was produced by the Lab's core team — David Okonkwo, Dr. Ravi Mehrotra, and Nadia Petrova — working within the structured methodology the Lab documents publicly.
The desk attribution exists because proof research at this level is a team discipline. A published proof report requires evidence collection across multiple public source classes, proof framework design that fixes criteria before any vendor is assessed, editorial review for unsupported claims, and source verification standards that trace every published assertion to a documented, independently accessible source. No single named author is responsible for all of that. The desk is the accurate description of how these outputs are produced.
The desk does not signal anonymity or obscure accountability. The Lab's editorial team — Publisher David Okonkwo, Director of Research Dr. Ravi Mehrotra, and Managing Editor Nadia Petrova — are named, profiled, and publicly accountable for everything published under this attribution. Their individual profiles describe their backgrounds, expertise, and specific roles in the Lab's research process. The desk is a publishing convention, not a way to avoid identifying who produced the work.
The proof standards applied to desk-attributed outputs are identical to those applied to individually attributed contributions. Every assertion traces to a documented public source. Evidence is classified by proof class. Proof gaps are disclosed rather than inferred away. The correction pathway is open to anyone with better public-source evidence. These are not aspirational standards. They are the conditions a research output must meet before it carries any Market Proof Lab attribution.
Current staff
The Editorial Desk is currently staffed by three named team members:
- David Okonkwo — Publisher. Responsible for editorial standards, methodology governance, proof-first operating principles, and the integrity of every research output published under the Market Proof Lab name. Former Head of Research at S&P Global Market Intelligence. MBA, Wharton.
- Dr. Ravi Mehrotra, PhD — Director of Research. Oversees evidence methodology, proof framework design, and validation quality standards. PhD in Information Systems, UC San Diego. Former researcher, Oracle Research Lab. Seven peer-reviewed publications on enterprise software evaluation and evidence quality.
- Nadia Petrova — Managing Editor. Manages editorial production, source verification standards, and content integrity review. Former Deputy Editor, Bloomberg Technology. BA Political Science, Georgetown. 14 years in technology and business journalism.
Research scope
The Editorial Desk may publish or maintain outputs across all four of the Lab's active proof disciplines: vendor proof analysis, market signal review, trust signal benchmarks, and proof framework development. Desk-attributed outputs include proof reports applying a validation framework to a specific category question, validation frameworks that define proof criteria for a category before vendors are assessed, signal analysis examining what public evidence establishes about market conditions, and evidence audits inventorying the public evidence record for a category or vendor set.
The desk does not publish content that falls outside the Lab's documented proof methodology. Outputs that cannot be traced through the evidence classification process — proof framework design, evidence collection, validation against criteria, and published output with documented limitations — do not carry the desk attribution.
Proof standards
- Define what counts as independently verifiable proof for the specific category question before naming any vendor, position, or conclusion.
- Collect evidence across all relevant public source classes and document what was found, what was unavailable, and what proof weight each class carries for this category.
- Classify each claim as verified proof, unverified assertion, or proof gap. Do not fill proof gaps with vendor-supplied materials or editorial inference.
- Disclose commercial relationships where they are relevant to what is published.
- Update outputs when new publicly verifiable evidence changes the conclusions that can be supported.
- Maintain a correction pathway that is open and functional for anyone with better public-source evidence.
Contact
Evidence submissions, source updates, and corrections can be sent to [email protected]. The Submit Evidence page describes the review process and what information to include.