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WorldbyFlow for strategic research managers

You run the open-ended briefs executives hand down: is this true, is this coming, does this hold. WorldbyFlow's Inquiry re-checks each material claim adversarially and comes back with a ledger of what held, what is contested and what could not be established, which is the honest half most research skips.

Written for Runs open-ended research briefs for executives at a large organization.·Runs in the General domain

Start with this one

Where this fits in your week

A strategic research brief rarely has a clean question. It has a hunch from someone senior and a deadline. The scans here are built for turning that hunch into something defensible: an adversarial inquiry, a map of where the uncertainty actually sits, a plan for what would prove the idea wrong, and a sizing read when the brief turns out to be about a market after all.

Lead scan

Inquiry

15 credits · deep research · about 3–6 min

The deep one. Each material claim is re-checked adversarially and the result is a verification ledger: what held, what is contested, what could not be established. Built for the brief that ends up in front of the executive committee.

Try it on: a subject you already hold an opinion about, so you can grade the result against what you know.
4 more scans that fit this role

Uncertainty Map

3 credits

Where the genuine uncertainty in a question sits, separated from the parts that are settled. The read that keeps a brief from spending its pages on what everyone already agrees on.

Try it on The dollar as reserve currency · AI regulation in the EU · Return-to-office mandates

Market Research

5 credits

When the brief turns out to be about a market: every figure with its issuer, what it counts, and the spread between estimates.

Try it on Corporate travel · Executive coaching · Enterprise AI adoption

Falsification Plan

3 credits

The tests that would prove the executive's thesis wrong, named in advance. The most useful page in a brief, and the one nobody asks for.

Try it on Remote work lowers productivity · Loyalty programmes raise retention · Higher prices signal quality

Why They Did It

3 credits

Why a company did the thing the brief is about, read from the record with each explanation graded. The context an executive wants before the analysis.

Try it on Netflix adding an ad tier · Disney launching Disney+ · Amazon buying Whole Foods
A working path

From a first run to a result you can hand over

The order matters. The first read gives you the structure; the next ones fill the parts that are hardest to source by hand.

01

Open with Uncertainty Map on the question you were handed

Before spending on the deep read, see where the real uncertainty sits. Often the brief narrows itself here.

3 credits
02

Run Inquiry on the narrowed question

The adversarial re-check and the ledger. Read the "could not be established" list first; it is what your executive most needs to hear.

15 credits
03

Add a Falsification Plan

The tests that would retire the thesis, named before anyone commits to it. Attach it to the brief as the page that shows you looked.

3 credits
04

Red Team the brief before it goes up

One pass that argues against your own conclusions, so the pushback in the room has already been answered.

1 credit
The research bill for this path
3 + 15 + 3 = 21 credits · a Standard plan carries 20 a month
What comes back

A result whose claims carry their grades

Sourced, not asserted

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.

Verified or grounded
Reported or attributed
Contested
Open question

Ready to hand over

Export the brief as a PDF with the verification ledger intact, or share it as a page the executive can open on a phone.

Built to be argued with

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 →

See one

Research already published in this shape

How AI-Attributed vs Total Corporate Layoffs Are Measured

Read the research →

The AI-attributed layoff figure is a measure of what companies choose to disclose, not an independently audited count of jobs automation replaced, because Challenger's reason field depends entirely on employer language with no external verification step.

How It Works · August 4, 2026 · from the General library
Try it

Run Inquiry on something you already know

The fastest way to judge the result is to pick a subject you know cold and read it against what you know. If a colleague sent you here with an invitation, the credits land on your account when you sign up.

Start with Inquiry →Standard plan from $10/mo · 20 credits · all plans
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