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ARIflowARIknowARIdbARIdocARIrun
Adoption
EnterprisePMISystem Integrator
Automation patternsCase studies
Deployment optionsCompatibilityData ownershipSecurity & Compliance
Mission & VisionThe teamOur valuesWork with usContact
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Features
Block-based workflow editor
Prompting, testing, versioning, multi-prompt, cost control
Resume line
Retrieval Augmented Generation (RAG)
Roles and permissions
Security, data transparency
Blocks
Web
Data Transformer
Decision Maker
Extract Maker (with HTML)
Key / Knowledge Manager
Web Creator
Hosting
SaaS Email, Integration
Cloud privacy managed
On premise
ARIflow
AI workflow orchestration
Visual building-block editor
Automated testing and versioning
API autodoc + one-click deploy
ARIknow
Enterprise knowledge base and private RAG
Isolated document vaults
Hybrid semantic + BM25 search
Embeddings on local models
ARIdb
Natural-language queries on your data
NL → SQL without writing code
Dynamic dashboards on demand
Audit trail and access control
ARIdoc
Automatic extraction from documents
Customizable extraction labels
Confidence scoring + Human in the Loop
JSON / CSV / API output
ARIrun
Local LLM inference
Run LLMs on-premise or air-gapped
Zero egress, data never leaves
Routing to your configured models
All solutionsAbout us
Privacy-first · On-premise · SaaS EU
Every organization has its own way of working.
ARI adapts to your stack, your team and your level of digital maturity — with a path designed around who you are.
Enterprise
ARIflow to orchestrate complex AI workflows within your perimeter. Full control over data, models and infrastructure — on-premise or air-gapped. ARI modules plug in where you need them.
PMI
Ready-to-use ARI modules — ARIknow, ARIdb, ARIdoc — with no dedicated technical team required. Live in days, with an interface already configured for your processes.
System Integrator
ARIflow as a workbench to build and ship AI solutions to your clients. A solid infrastructure to develop on, a platform to bring to every project. For software houses and consultants.
Your data stays where you decide.
European SaaS, private cloud or on-premise air-gapped. ARI is designed to never leave the boundaries you have set.
Deployment options
Three models, one platform. SaaS Cloud, Customer-Hosted, On-premise air-gapped.
Compatibility
What works in each mode. A complete feature matrix by deployment model.
Data ownership
Your data never leaves your control. No training, guaranteed isolation, full auditability.
Security & Compliance
Built for regulated environments. Traceability, access control, AI Act ready.
In action in the real world.
Every ARI workflow starts from a real problem. Here you find the patterns we run in production and the stories of the customers who adopted them.
Automation patterns
Filter by process type or by who you are — SMB, Enterprise, System Integrator — and find the pattern that fits you.
Case studies
Real stories from customers in production — from the food industry to banking and HR.
We build AI automation with people at the center.
BlackBytes is the team behind ARI. We build tools that amplify what people already do well — without taking away control, without black boxes.
Mission & Vision
What drives every choice we make — about the product, the team, the way we work.
The team
The founders of BlackBytes and the people who build ARI every day.
Our values
People before code. Transparency, autonomy and continuous growth.
Work with us
Build the future of AI automation with us.
Contact
Write to us, book a demo or connect on LinkedIn.

The web as a structured data source .

Competitive prices, market data, public content, actions on web applications. ARI navigates, extracts and acts on the web autonomously: even where standard solutions get stuck.

← Use Case

USE CASE · WEB INTELLIGENCE

The web as a structured data source.

Competitive prices, market data, public content, actions on web applications. ARI navigates, extracts and acts on the web autonomously: even where standard solutions get stuck.

THE PROBLEM

Valuable online data, but
unattainable in scale.

Collecting data from the web is hard. Layouts change, sites use heavy JavaScript, and anti-bot barriers block standard crawlers. Maintaining custom scripts is a nightmare of constant breaks.

Generic AI models don't have a browser. ARI does. It navigates like a human, bypasses protections and interprets the content visually. You get the data you need, structured and always up to date.

With ARI: the web is your database. The system handles the complexity of navigation and extraction, giving you clean data ready for your logic.

01

Layout volatility

A small change in a site's CSS breaks classic scrapers. ARI uses LLMs to understand the data contextually, making the extraction resilient to layout changes.

→ ARI handles it

02

Anti-bot barriers

Cloudflare, CAPTCHA and JS-challenges stop 90% of automated tools. ARI integrates ZenRows and advanced headless browsers to navigate invisibly.

→ ARI handles it

03

Complex navigation

Many sites require login, multi-step forms or complex interactions. ARI executes agentic browser workflows to reach exactly the information you need.

→ ARI handles it

04

Multi-step navigation

Login, search, pagination, form submission. ARI orchestrates complex navigation sequences the way a human operator would.

→ ARI handles it

HOW IT WORKS

From URL to structured data,
autonomously.

01

Input & Request

The workflow receives the target: a URL, a search term or a list of portals to monitor periodically.

02

Intelligent Navigation

An agentic browser opens the page, manages cookies, executes JS and handles anti-bot barriers autonomously.

03

Contextual Extraction

The system extracts raw text or screenshots. The LLM identifies and captures specific information required (prices, specs, news).

04

Structuring & Cleaning

The Data Transformer normalizes the text into a clean JSON/database format, removing noise and formatting errors.

05

Action & Delivery

The structured data is sent to your CRM, ERP or dashboard via API. An alert can be triggered if thresholds are met.

BUILDING BLOCKS USED

The components of this workflow.

01

Web Crawler

Headless browser for autonomous navigation and interaction with modern web applications and JS.

02

Data Transformer

Mapping and cleaning of extracted web data to match your internal data model exactly.

03

Document AI

Processing of PDF documents or files discovered during web navigation and crawling.

04

Directly structured output

Not raw text to parse manually. The Data Transformer produces output in the exact format the destination system requires: ready for immediate use.

05

Multi-step navigation

Login, form filling, clicking elements, pagination, session handling. ARI navigates like a human operator: automatically and at scale.

06

Scale across hundreds of sites

Same workflow logic, applied to 100 sites in parallel. Price monitoring across the whole market, data collection from multiple portals, without multiplying the code.

EXPECTED RESULTS

What you get in production.

24/7

Continuous Monitoring

Real-time updates on competitive prices or market news.

95%

Extraction Success

High reliability even on sites with advanced protections and JS.

Scalable

Massive Scale

The same workflow can monitor 10 or 10,000 portals simultaneously.

Massive scale

Hundreds of sites in parallel with zero extra code.

APPLICATION SECTORS

Who uses Web Automation on ARI.

SETTORE 01

E-commerce and Retail

Pricing intelligence, competitor monitoring and automatic catalog updates from supplier sites.

SETTORE 02

Finance and Investment

Collection of market data, news monitoring and analysis of public financial sources for insights.

SETTORE 03

Real Estate

Automatic aggregation of listings from multiple portals, price analysis and new listing alerts.

SETTORE 04

Intelligence & Research

OSINT research, discovery of public information and systematic monitoring of sources for competitive analysis.

Do you have online data you want to use automatically?

Show us your concrete case. In 30 minutes we will understand together if and how ARI can automate the data collection from the web.

ARI - AI Made Really Easy
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

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