Behavioral analysis at enterprise scale

Anticipate risk. Protect your organization.

vario protects corporate communications with a calibrated AI engine. It anticipates signals of conduct such as collusion, corruption, internal fraud and market abuse long before they turn into a regulatory crisis, a failed audit or a headline in the press.

Tell us about your organization · We'll show you how vario works

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Manual review doesn't scale — and when it fails, it's already too late

Risky conduct leaves traces in communications. The problem is that nobody reads them — until a regulator asks.

The problem

Global cartels

+114%

increase in global antitrust penalties in 2024

A&O Shearman · 2024

Average duration

~7 years

the average a cartel operates before being detected

OECD · Competition Policy Brief

LATAM tools

0

mid-market tools for communications compliance in LATAM

vario · market analysis 2025

Trade association cartels

29%

of detected cartels run through a trade association

FNE · Trade Association Guide 2011

Money laundering

+296%

increase in money laundering signals reported in 2024

UAF · Annual Report 2024

Corruption perception

63/100

corruption perception score in LATAM (CPI 2024)

Transparency International · 2024

The solution

A prevention engine with intelligence across three levels

01

Connect your communications

SMTP journaling, Gmail API or M365 Graph in under 3 hours. Encrypted data, with residency in your region.

02

Proprietary AI engine

A layered analysis system that filters noise, analyzes context and assesses risk with its own logic.

03

Actionable alerts with context

Each alert includes the message, the thread, the AI's reasoning and the regulatory framework. You decide with information, not opaque scores.

04

Actionable evidence

Open cases, document and export with SHA-256 hashes and a complete chain of custody. Designed to be actionable before regulators.

05

Pre-configured protection

You don't start from scratch: eleven playbooks calibrated by risk type — from collusion and corruption to internal fraud, insider trading, workplace harassment and whistleblower retaliation — ready to switch on. The catalog grows with every release.

06

Metrics for reporting

Alerts by type, open cases, false-positive trends. Everything the CEO or Audit Committee needs to see.

vario — panel de control con cobertura de protección, señales identificadas y alertas recientes
Illustrative image from a demonstration environment

vario's proprietary engine filters with precision: only real risk reaches human review.

L180.000
L212.400
L3340
Monday meeting reminder
Attached invoice No. 4521
Vacation policy update
Attendance confirmation
Sales proposal sent
Technical support inquiry
Internal newsletter — week 32
Travel expense approval
Monday meeting reminder
Attached invoice No. 4521
Vacation policy update
Attendance confirmation
Vendor inquiry — possible conflict of interest
escalated alerts — click to see the detail

How vario thinks

Every alert explains why, with what evidence and what to do

vario doesn't deliver a number without context. Every alert includes the model's reasoning, the phrases that triggered it, the applicable regulatory framework and a recommended action.

I talked to Andrés from the competitor and we agreed to raise prices 8% the same month, so no one breaks price first. Better not put this in the group email.

0.0/10DL 211 · art. 3(a) — price collusionescalate for human review

vario doesn't hand you an opaque score: it explains why, cites the regulatory framework, and recommends the next action.

1

Reasoning

The model explains the identified pattern in plain language — not an opaque score with no context.

2

Key phrases

The exact expressions from the message that raise the risk level, highlighted as evidence.

3

Regulatory framework

The conduct is mapped to the applicable rule in your jurisdiction (e.g. DL 211 art. 3 · FNE).

4

Recommended action

The signal is turned into an actionable next step: follow up, open a case or dismiss.

When a regulator asks, the answer is already documented

Privacy by design

Explicit access architecture

Messages are encrypted with an organization-unique key held in AWS KMS, with access controls separate from the application. We never use client data to train models.

cycle of 5 messages — none are stored

"...we raised prices 8% the same month..."
engine
8.4/10
score persisted

The original text isn't stored: it comes in, gets analyzed, and dissolves. Only the structured result persists — score, reasoning, and the minimum evidence needed — for every message that passes through the engine.

Why vario

Built from the ground up for compliance in LATAM

Risk leaves a written trail

Before it became an investigation, collusion and corruption were an email, a chat, an attachment. vario protects where it all begins.

It understands how LATAM talks

Models calibrated for colloquial Spanish and Brazilian Portuguese. Not translated from English — trained for the region's real language.

Native regulatory coverage

From collusion and bribery to internal fraud, market abuse and money laundering: a model per conduct, calibrated by jurisdiction. Aligned with the competition regulators (CADE, COFECE, CNDC, FNE, SIC) and the corporate criminal-liability frameworks (Ley 20.393 and 21.595, Ley 27.401, Lei 12.846, LGPD).

Explicit access architecture

Messages are encrypted with an organization-unique key held in AWS KMS, with access controls separate from the application. We never use client data to train models.

Evidence with cryptographic traceability

Every alert and case has a chain of custody with SHA-256 hashes. When a regulator asks, you already have the answer.

You decide what gets analyzed

Inbound email analysis from outsiders is off by default. Your administrator turns it on only once your legal team signs off — because analyzing incoming correspondence follows its own rules in each jurisdiction. Outbound and internal coverage are never affected.

New · vario API

The vario engine, also as an API

Analyze communications with the vario engine from your code. Stateless, in Spanish, English and Portuguese, with structured output and key phrases as evidence.

One endpoint, all the intelligence

POST to /analyze with the text — receive risk score, severity, reasoning and regulatory frameworks in seconds.

Stateless for forensic use

The text you send is never stored. Designed for legal firms to analyze privileged communications without transferring custody.

Spanish, English and Portuguese — calibrated for LATAM

The only public antitrust conduct inference engine calibrated natively in Spanish, English and Portuguese. Not a translation.

Start protecting your communications

Tell us about your organization and a member of the vario team will show you how it works.

Talk to the team

No commitment · The vario team will get back to you soon