Service 14

ML2Publishing

The intelligence royalties were missing

An AI suite for editorial royalties: the intelligence surrounding the calculation, on top of the publisher's management system without replacing it. Five independent modules, each solving a specific operational pain and integrating via API or connectors (Klopotek, knk, Virtusales, Pondus).

Five independent modulesOn top of your management systemIntegration via API & connectorsDemo on real dataMEPA-registered
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The intelligence surrounding royalty calculation

An AI suite for editorial royalties: five independent modules on top of the publisher’s management system.

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ML2Publishing

The intelligence royalties were missing

An AI suite for editorial royalties: the intelligence surrounding the calculation, on top of the publisher’s management system without replacing it. Five independent modules, each solving a specific operational pain and integrating via API or connectors (Klopotek, knk, Virtusales, Pondus).

ClauseLens Automatic extraction of royalty rules from contracts: from PDF to structured configuration in 1-2 minutes, with human review and native traceability.
Reckoner Natural-language explanation of every figure in the statement, in three versions (author, admin, auditor). It doesn’t calculate: it explains, always consistent with the official number.
Sentinel Anomaly detection on internal calculations, external statements and sales data, with a prioritized review queue and estimated financial impact.
Horizon Royalty cash-flow forecasting with confidence bands and scenario simulation (new advances, sales changes, reserve releases).
Concierge Conversational assistant on the author portal: grounded answers on authorized data only, anchored to explicit, verifiable sources.

Modular and demonstrable: each module delivers value from day one and starts from a demo on the publisher’s real data. ClauseLens and Reckoner are the typical entry bundle; Sentinel, Horizon and Concierge shine on a consolidated history.

Five modules, five problems solved

Each area can be engaged on its own or as an integrated path, scaled to your real needs.

01
Contracts

ClauseLens

Automatic extraction of royalty rules from contracts: from PDF to structured configuration in 1-2 minutes, with human review and native traceability.

  • From PDF to structured configuration in 1-2 minutes
  • Human review and native traceability of every rule

What you getContract rules ready to use, without manual data entry.

02
Transparency

Reckoner

Natural-language explanation of every figure in the statement, in three versions: author, admin, auditor.

  • Three levels of reading: author, admin, auditor
  • It doesn't calculate: it explains, always consistent with the official number

What you getEvery figure made clear, without touching the official calculation.

03
Control

Sentinel

Anomaly detection on internal calculations, external statements and sales data, with a prioritized review queue.

  • Control across internal calculations, external statements and sales
  • Prioritized review queue with estimated financial impact

What you getAnomalies caught before they turn into disputes.

04
Forecast

Horizon

Royalty cash-flow forecasting with confidence bands and scenario simulation.

  • Confidence bands on royalty cash-flow
  • Simulated scenarios: new advances, sales changes, reserve releases

What you getReliable cash forecasts to plan with margin.

05
Dialogue

Concierge

A conversational assistant on the author portal, with grounded answers on authorized data only.

  • Answers anchored to explicit, verifiable sources
  • Access limited to the author's authorized data

What you getAuthors self-serve answers, with no risk to the data.

A Four-Step Path

Every project starts from where you really are: a no-commitment initial assessment to define priorities and goals.

01
Demo

Each module starts from a demo on the publisher's real data, proving value from day one.

02
Integration

Connection to the existing management system via API or connectors (Klopotek, knk, Virtusales, Pondus), without replacing it.

03
Entry bundle

ClauseLens and Reckoner as the typical starting point: rules from contracts and explained statements.

04
Extension

Sentinel, Horizon and Concierge shine on a consolidated history.

Let's Talk, No Commitment

Tell us your need: you'll get a clear picture of the priorities, even if the path continues without us.

Contact ML TWO

Or write directly to info@mltwo.it