AI Scenario Tester

Overview

About Blue Oak

• Blue Oak Consulting provides independent advisory on commercial decisions where the financial stakes are high and the answers are not obvious.
• We focus on pricing, portfolio economics, capital allocation, and the assumptions behind acquisitions.
• Most strategic choices arrive wrapped in language that obscures the real choices.
• We peel those layers back to see if the financial case actually holds.
• Our work is rooted in reading numbers with skepticism and forcing downside scenarios into the room.
• We identify where capital is trapped, where pricing architecture is leaking value, and where growth narratives diverge from cash economics.
• What you will be doing
• Reviewing internal report drafts and advisory briefings for factual accuracy and logical consistency.
• Checking automated summaries against raw documentation, including interview transcripts and primary financial data.
• Verifying that pricing architecture recommendations align with the source project data.
• Identifying and documenting instances where internal documentation contains unsupported claims or unclear logic.
• Following specific review instructions to ensure consistency across multiple advisory engagements.
• Escalating complex cases to a senior principal when source materials and drafts show unexplained discrepancies.
• Maintaining a detailed log of recurring documentation issues to help improve our internal writing standards.
• Participating in the weekly research note quality assurance pass to verify citation accuracy.
• What we are looking for
• A university degree or equivalent professional experience in a field requiring high attention to detail.
• At least 2 years of experience in proofreading, editorial quality assurance, or business documentation review.
• Strong written English skills with the ability to identify subtle inconsistencies in professional reporting.
• Familiarity with commercial or financial terminology, such as capital allocation, cash economics, and pricing models.
• A disciplined approach to following structured review checklists regardless of the volume of work.
• Current residency in United Arab Emirates with the legal right to work as an independent contractor.
• Helpful background
• Previous experience in a consulting support role or a research documentation environment.
• Familiarity with spreadsheets and the ability to verify numbers across different document formats.
• An interest in commercial skepticism and the logic of high-stakes business decisions.
• Experience working in a remote environment with clear deadlines for project deliverables.
• What the role offers
• A fully remote, part-time contract engagement.
• A predictable project-based schedule of 15 to 20 hours per week.
• Competitive compensation, with specific rates disclosed during the interview process.
• Payments handled monthly in AED via our regional payroll partner.
• An independent contractor classification.
• The ability to use your own computer and secure software environment.
• How we work
• Blue Oak Consulting operates with a flat structure that prioritizes direct work over hierarchy.
• We do not run large teams of junior analysts.
• Every engagement is handled by a principal with direct experience in any given question.
• We stay through execution because decisions that look sound in theory often fail when they meet real friction.
• This approach means that every person on our team, including our documentation reviewers and scenario testers, provides essential support to the seniors leading the engagement.
• We value skepticism and logical rigor over corporate momentum.