ERP, CRM, legacy databases, custom applications built over the years. You're not looking for something to replace them: you're looking for something that works on top of them.

You have policies that aren't negotiable

GDPR, NIS2, industry regulations. Data can't leave your infrastructure. Public cloud isn't an option. Every access must be logged.

You have a team that needs to stay in control

You don't want a black box. You want to know which model runs on which data, who can do what, how much each execution costs.

The tool

ARIflow: build AI workflows that stay under your control.

Visual editor to build AI workflows from building blocks. Every step is testable and versioned. The LLM works only where needed, on small, verifiable tasks.

LLM-agnostic

Use the providers you already have, or the ones you want to try. Switch models without losing development work. No lock-in.

Testable building blocks

Every step is testable, versioned, inspectable. The LLM steps in only where needed: on small, verifiable tasks, not as the sole owner of the process.

Integration with existing systems

Native REST APIs, SQL and non-SQL connectors, webhooks. It connects to what you have without asking you to start from scratch.

Control

Concrete tools: everything you need. Nothing you don't control.

Automated testing

Workflows are tested continuously with configurable parameters. Switch models or update data: ARI tells you right away if something broke.

Full traceability

Every execution monitored in real time. Versions, tests, results: all recorded and inspectable in the Research Tree.

Distinct access levels

Maintainer, Developer, Tester, Executor. Each sees and can do only what concerns them. No blanket access.

ARIanna

Describe in natural language the process you want to automate: ARIanna builds the workflow on ARIflow. The IT team can optimize it, extend it, put it into production. Less technical barrier, same control.

Within your perimeter

You choose where ARI runs.

All deployment options →

SaaS EU

Get started

European infrastructure managed by us. GDPR-compliant by default. For those who want to start fast without managing infrastructure.

On Your Cloud

ARI within your perimeter on AWS, Azure or GCP. Data never leaves your instance. Production works with ephemeral data.

On Your Servers Without Docker

Direct deploy into your infrastructure, without containerization. Total control. For environments with strict isolation requirements.

ARIrun

Extra layer

If you need inference to be local too, ARIrun runs LLM models directly on your infrastructure: no calls to external providers. For hospitals, banks, government agencies, defense companies.

Start from what you need

Use case already defined? Start from a module.

If you don't want to build from scratch, ARI modules are pre-configured vertical interfaces: ready to activate and connect to your systems.

ARIknow

Company knowledge base and semantic search over your internal documents.

ARIdoc

Automatic extraction from documents with confidence scoring and human-in-the-loop.

ARIdb

Natural-language queries on your databases, without writing SQL.

The path

From signing to your first workflow in production.

Weeks 1–2

Assessment

We identify the priority use case and map the technical, security and integration constraints.

Week 3

Setup

Deploy into your environment. Configuration of access, connectors, LLM models.

Weeks 4–6

First workflow

Development and testing with real data. Staging validation, controlled go-live.

From then on

Scale on your own

Your team builds the next workflows on its own with ARIflow. Dedicated support for the most complex cases.

Want to see if it's right for you?

Book a call with the team. We'll talk about your specific case: no canned demos.

ARI is the private operational automation suite for enterprises: build your own custom AI workflows, or start right away with ready-to-use vertical products.

Black Bytes SA: Via Pretorio 13A, 6900 Lugano, Switzerland

Get in touch

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Cookies and tracking

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Block-based workflow editor

Prompting, testing, versioning, multi-prompt, cost control

Resume line

Retrieval Augmented Generation (RAG)

Roles and permissions

Security, data transparency

Web

Data Transformer

Decision Maker

Extract Maker (with HTML)

Key / Knowledge Manager

Web Creator

SaaS Email, Integration

Cloud privacy managed

On premise

Bring AI to production.Without your data leaving your perimeter.

We know the situation you're in.

ARIflow: build AI workflows that stay under your control.

Concrete tools: everything you need. Nothing you don't control.

You choose where ARI runs.

Use case already defined? Start from a module.

From signing to your first workflow in production.

Want to see if it's right for you?

ARI is the private operational automation suite for enterprises: build your own custom AI workflows, or start right away with ready-to-use vertical products.

Black Bytes SA: Via Pretorio 13A, 6900 Lugano, Switzerland

Bring AI to production.Without your data leaving your perimeter.

We know the situation you're in.

ARIflow: build AI workflows that stay under your control.

Concrete tools: everything you need. Nothing you don't control.

You choose where ARI runs.

Use case already defined? Start from a module.

From signing to your first workflow in production.

Want to see if it's right for you?

Bring AI to production.
Without your data leaving your perimeter.

Bring AI to production.
Without your data leaving your perimeter.