You are one person asked to produce what a research team would, and the board deck has to survive a partner who reads footnotes. WorldbyFlow gives you a market read with every figure's issuer named, a buyer read with graded claims and a landscape in one run, so the sourcing in the deck is sourcing you can defend.
Written for Runs analysis and special projects at a growing startup.·Runs in the Technology domain
Analysis and special projects at a growing company means a new question every week and no analyst to hand it to. The scans here are the analyst: a market read with a sizing ledger, a buyer read with honesty labels, a competitive landscape, a graded explanation when a metric moved, and a study of the operating method the founders want to adopt.
A market read with every figure's issuer named and the spread shown. The market slide the board can check.
How buyers in your category decide, with every claim graded as demonstrated, reported or inferred. The customer slide with its labels on.
Every named player in the category placed with position and leverage. The competitive slide, in one run.
A benchmark or a market figure moved. Candidate explanations graded against the record, before the board asks.
The operating method the founders want to adopt, studied: origin, evidence, failure modes. Before the company runs on it.
The order matters. The first read gives you the structure; the next ones fill the parts that are hardest to source by hand.
Read the ledger. A slide whose every figure names its issuer is one a partner cannot pick apart in the meeting.
Every player placed, with sources. The slide that took a week now takes a morning.
Evidence and failure modes. The conversation before the rollout.
Export the reads as PDFs for the board appendix, or share them as pages the leadership team can open.
Every figure and quote links to where it came from. A claim the scan could not source is marked as such rather than dressed up.
Export the reads as PDFs for the board appendix, or share them as pages the founders can open before the meeting.
Ask a follow-up question of any result, or run a Red Team pass that tries to break its own conclusions before someone else does. How the grades work →
Vendors have delivered real, growing product revenue lines (Salesforce's Agentforce, IBM's GenAI book of business, Microsoft's AI run rate), but the broader promise that this spending would move enterprise earnings has not…
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