VERHO – Building an Analytical System Layer by Layer

Every analytical methodology begins with a question.

The question behind VERHO was simple:

Can recurring mechanisms of organized crime, corruption, systemic fraud and institutional infiltration be recognized earlier than they are today?

For decades, investigative authorities around the world have successfully solved complex criminal cases. Yet one challenge has remained remarkably consistent.

New criminal mechanisms are rarely recognized immediately.

A new scheme appears.

It affects one victim.

Then another.

Then dozens more.

Only years later do investigators discover that seemingly unrelated cases were actually parts of the same operational model.

VERHO was created to study this very problem.

Not by focusing on individuals.

But by focusing on mechanisms.

Looking beyond individual cases

Most investigations naturally concentrate on specific events, suspects and evidence.

VERHO approaches the problem from a different perspective.

Instead of asking "Who committed this crime?", it asks:

"Which operational mechanism is being repeated?"

Because while people change, mechanisms often survive for decades.

Understanding those mechanisms may help investigators recognize similar structures much earlier in future cases.

A research project built on primary sources

Developing such a methodology cannot rely on assumptions or isolated examples.

It requires long-term comparative research based on original documentation.

Among the primary sources systematically analyzed within the VERHO project are:

• approximately 21,000 pages of the Italian Direzione Investigativa Antimafia (DIA) semi-annual reports covering more than thirty years of organized crime evolution;
• approximately 18,000 pages from the Maxi Trial, one of the most significant judicial proceedings against Cosa Nostra;
• more than 110,000 pages of original documentation produced by the Italian Parliamentary Commission investigating the Propaganda Due (P2) network.

These represent only the project's core reference framework.

The research also compares publicly available material originating from:

• judicial decisions,
• public prosecution documents,
• parliamentary investigations,
• government reports,
• law enforcement agencies,
• ministry publications,
• academic research,
• historical archives,
• and official reports published by security institutions in multiple countries.

The objective is not to collect stories.

The objective is to compare mechanisms.

Building knowledge layer by layer

VERHO follows a layered analytical methodology.

Each independent source represents one analytical layer.

Financial structures.

Administrative procedures.

Legal developments.

Political influence.

Corporate networks.

Geographical movements.

Historical continuity.

No single layer provides the complete picture.

Only when multiple independent layers converge does an operational mechanism begin to emerge.

This process is intentionally slow.

Because analytical reliability is more important than analytical speed.

From mechanisms to typologies

Whenever the same operational model appears repeatedly across different investigations, countries or historical periods, it becomes possible to describe it as an analytical typology.

VERHO therefore does not attempt to classify people.

It classifies recurring mechanisms.

Those typologies can later be compared with newly emerging cases to determine whether similar operational characteristics already exist within historical documentation.

A future analytical support system

If the methodology is successfully completed and independently validated, the long-term ambition is to transform VERHO into an analytical support platform.

Not an artificial intelligence making legal decisions.

Not a system replacing investigators.

Not software determining guilt.

Instead, a professional analytical environment capable of comparing new cases with decades of documented mechanisms.

Its role would be straightforward:

to identify similarities,

to isolate potential patterns,

and to support human experts in deciding where deeper investigation may be justified.

Supporting institutions—not replacing them

VERHO has never been designed as an alternative to law enforcement.

Its purpose is to assist those already responsible for protecting the public.

Potential users could include:

• investigators,
• prosecutors,
• judges,
• anti-corruption authorities,
• auditors,
• regulatory agencies,
• policy makers,
• and institutions responsible for protecting whistleblowers.

Earlier recognition of recurring mechanisms may contribute to more efficient investigations, improved allocation of investigative resources and a more informed assessment of complex cases.

Where appropriate, analytical comparison of documented mechanisms may also provide additional context when institutions assess reports submitted by whistleblowers or examine whether legal actions display recurring characteristics associated with strategic litigation against public participation (SLAPP).

Research before conclusions

VERHO is not a finished product.

It is an ongoing research project.

Every analytical layer must be tested.

Every conclusion must be supported by verifiable documentation.

Every mechanism must be confirmed through independent sources before becoming part of the methodology.

Because the credibility of any analytical system depends not on the number of conclusions it produces—

but on the quality of the evidence from which those conclusions are built.