Service 03

ML2Fabric

Giving voice to data

Management control enters a new era: from raw data to informed decisions, powered by AI. Six sequential phases, each an independent module, covering structured, semi-structured data and unstructured paper or PDF documents. A factory of intelligence over your numbers that finally gives voice to company data.

AI Management ControlSix independent modulesKPI IntelligenceConversational controllerMEPA-registered

From raw data to informed decisions

Management control powered by AI, from raw data to informed decisions. Six independent modules.

ML2Fabric

Giving voice to data

Management control powered by AI, from raw data to informed decisions. Six sequential phases, each an independent module covering structured, semi-structured data and unstructured paper or PDF documents.

1 · DataOrient Data mapping and Chart of Accounts: Data Catalog, lineage, quality assessment and census of document flows.
2 · DataEncore Enriching data with extra-accounting sources and building the Knowledge Base and Business Glossary.
3 · DataCollect Collection and synchronization agent with Document Ingestion Engine: advanced OCR and automatic accounting coding.
4 · DataProfile KPI Intelligence: suggestion, calculation and prioritization of KPIs across strategic, tactical, operational and predictive structures.
5 · DataObserve Continuous monitoring with multi-level thresholds, contextualized alerting and automatic actions (Sentinel Agent).
6 · DataTalk Conversational virtual controller: reports, dashboards, proactive insights and what-if analysis in natural language.

Modules & bundles: each phase can be sold individually or in the Starter, Execution and Complete bundles. Cloud-native AI-agent architecture with native governance, security and decision explainability.

What ML2Fabric does

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

01
Foundation

DataOrient

The starting point: mapping data and the Chart of Accounts to know what exists, where it comes from and how reliable it is.

  • Data Catalog and source lineage
  • Data quality assessment
  • Census of document flows

What you getA clear, reliable map of the data estate.

02
Context

DataEncore

Accounting numbers aren't enough: DataEncore enriches data with extra-accounting sources and builds the company's shared language.

  • Integration of extra-accounting sources
  • Building the Knowledge Base
  • Defining the Business Glossary

What you getRicher data and a shared vocabulary.

03
Ingestion

DataCollect

A collection and synchronization agent with a Document Ingestion Engine that turns documents into ready-to-use data.

  • Automatic collection and synchronization
  • Advanced OCR on documents
  • Automatic accounting coding

What you getDocuments and PDFs become structured data.

04
Measure

DataProfile

KPI Intelligence suggests, calculates and prioritizes the indicators that truly matter.

  • KPI suggestion and calculation
  • Prioritization of indicators
  • Strategic, tactical, operational and predictive structures

What you getThe right KPIs, calculated and ranked by relevance.

05
Vigilance

DataObserve

A Sentinel Agent that watches data continuously and reacts before the issue shows up in the accounts.

  • Multi-level alert thresholds
  • Contextualized alerting
  • Automatic actions on threshold breach

What you getNo deviation goes unnoticed.

06
Dialogue

DataTalk

A conversational virtual controller: query your data in natural language and get answers, not queries.

  • Reports and dashboards on demand
  • Proactive insights
  • What-if analysis in natural language

What you getAnswers to your numbers, simply by asking.

A Four-Step Path

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

01
Orient

We map data and the Chart of Accounts, assessing quality and document flows.

02
Enrich

We integrate extra-accounting sources and build the Knowledge Base and Business Glossary.

03
Activate

We automate collection, OCR and coding and configure the KPIs that matter.

04
Observe

We monitor continuously with the Sentinel Agent and open the dialogue with DataTalk.

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