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WorldbyFlow for OSINT analysts

You work from the open record and you grade what you find. WorldbyFlow does the same: every defense read runs under an explicit public-information scope with an aggregation rule, and each fact carries its basis, documented, reported or inferred, so the product you hand up is one you can defend line by line.

Written for Open-source analyst at a defense contractor, integrator, or agency support firm.·Runs in the Defense domain

Start with this one

Where this fits in your week

Open-source work is collection, structure and grading, in that order, and the first two eat the day. The scans here take the structuring pass: a unit or force read, a structured read on an event, a dated chronology, a weapon system profile and a sustainment read on a flow that matters. Each keeps the public-information scope explicit and marks what it could not establish, which is the part you would otherwise have to write yourself.

Lead scan

Unit & Force

2 credits · in-depth · about 2–4 min

A unit or force read from the open record: composition, posture, documented activity, with the aggregation rule stated and the gaps marked. The order-of-battle page with its sourcing shown.

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

Event Scan

2 credits

A structured read on an incident: what is documented, what is reported, who is affected and through what mechanism. The first product on a new event, with every claim graded.

Try it on The Nord Stream pipeline sabotage · The sinking of the Moskva · The Kabul airlift

Chronology

3 credits

A dated timeline built from the record, each entry sourced, with contested dates marked as contested. The spine under any longer product.

Try it on The Wagner mutiny · The Nagorno-Karabakh conflict · The Houthi Red Sea attacks

Weapon System

2 credits

A system profile from public sources: what is documented about capability and deployment, what is claimed and by whom, what is unknown. Written to refuse the specification sheet that is really a press release.

Try it on S-400 · HIMARS · Bayraktar TB2 · Type 055 destroyer

Sustainment & Movement

3 credits

A sustainment and movement read on a flow: the route, the chokepoints, the documented capacity and the parts the record does not show. The logistics page most analyses skip.

Try it on Grain out of Black Sea ports · Oil through the Strait of Hormuz · US forces reinforcing Europe
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

Run Unit and Force on a formation you already know well

The point is to grade the tool, not learn the unit. Check the aggregation rule and see whether the gaps it marks are the gaps you know are there.

2 credits
02

Run Chronology on a recent sequence of events

A dated, sourced spine. Where it marks a date as contested, check whether you would have too.

3 credits
03

Run Event Scan when the next incident lands

The structured first read, graded, in the time it takes to make coffee. It is the draft you edit rather than the one you write.

2 credits
04

Pin the flow or the force to your Watchboard

Name the observables that would change your read and let the watch look for them.

Pinning is free; a check costs 2 credits when you ask for one.
The research bill for this path
2 + 3 + 2 = 7 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 read as a PDF with its provenance ledger intact, or copy it as Markdown into your working product.

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

Pentagon Restructures Acquisition Toward Software-Centric Drone Deployment at Scale

Read the research →

The DRPM-UxS consolidation forces every drone manufacturer, combatant command, and allied force to route through a single acquisition authority that has no named director, no confirmed program inventory, and a test oversight corps reduced to 30 personnel — speed and centralization are real, but so is the institutional brittleness.

Event Scan · July 19, 2026
Try it

Run Unit & Force 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 Unit & Force →Standard plan from $10/mo · 20 credits · all plans
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