AI-operated sweeps · human-owned judgement · every claim sourced · every miss recorded

Signal monitoring for the assumptions your plans depend on

Most risk frameworks assume the world behaves normally. The World watches for when it stops.

Twenty graded signals, a monthly verdict, and a written record of what we got wrong. A monitored, verified, falsification-logged read on the things most likely to break your planning assumptions — delivered monthly, and when you need it watching your own signals, encoded to your logic.

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Cluster status—

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reading the latest sweep…

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This month's verdict

Each sweep records what the previous one expected, and whether it was right.

We publish what we expected and what we got wrong, every cycle. That is the product. See the full ledger →

How a sweep runs

An AI research pipeline operates the cycle under a fixed, published methodology. A human owner sets the logic, verifies the high-impact claims and signs every edition.

Scope

A signal set with explicit thresholds, grouped into domains, encoded once as the organisation's logic.

Research

Parallel strands sweep the period across every domain and leave dated, sourced notes with conflicts flagged.

Verify

An independent pass checks the high-impact claims against primary sources before anything is graded.

Grade

Each signal is scored against its threshold; the cluster is computed; the ledger is updated against the previous cycle's expectations.

Publish

A dated edition, the dashboard and a machine-readable data file — earlier cycles never rewritten.

Human owner: Philip Bennett — sets the logic, verifies the high-impact claims, signs every edition and takes editorial responsibility. Read the method →

Tailored to your logic

The methodology is fixed; everything it is applied to is yours to define. Your signals and thresholds, your structural tests and cluster tiers, your cadence, formats, audiences and guardrails. A geopolitical-investment monitor, a supplier-risk monitor and a regulatory monitor are the same engine with different logic.

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The monthly note

Cluster status, what changed, what was falsified — one email on the day each sweep publishes, and no other mail.