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Adoption
EnterprisePMISystem Integrator
Automation patternsCase studies
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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
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SaaS Email, Integration
Cloud privacy managed
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AI workflow orchestration
Visual building-block editor
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API autodoc + one-click deploy
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Enterprise knowledge base and private RAG
Isolated document vaults
Hybrid semantic + BM25 search
Embeddings on local models
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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.

No anomaly goes unnoticed .

ARI continuously monitors systems, portals, emails and operational flows. When it detects an anomaly or delay, it identifies the right recipients and sends the alert automatically: even at night, even on weekends.

← Use Case

USE CASE · MONITORING & ALERTING

No anomaly goes unnoticed.

ARI continuously monitors systems, portals, emails and operational flows. When it detects an anomaly or delay, it identifies the right recipients and sends the alert automatically: even at night, even on weekends.

THE PROBLEM

Manual monitoring does not scale.

Hundreds of shipments, distributed systems, partner emails, tracking portals. Keeping everything under control requires a dedicated team that still cannot cover 24 hours a day, 7 days a week.

The result? Anomalies discovered late, customers calling before the company knows, cascading unannounced delays. ARI replaces manual supervision with an intelligent monitoring loop that never sleeps.

With ARI: every source is monitored continuously. The AI compares the current state against expectations and acts only when there is something relevant to report.

01

Anomalies discovered late

A delay that emerges at 3am is only discovered when the office opens. The customer calls before the company knows.

→ → ARI monitors 24/7 and alerts in real-time

02

Generic or missing alerts

When an alert arrives, it is generic. Understanding who is impacted, what to communicate and to whom takes precious time.

→ → ARI identifies recipients and personalizes the message

03

Scattered data sources

The real status is built from tracking portals, carrier emails, ERP and shared spreadsheets. Nobody has the complete picture.

→ → ARI aggregates and correlates all sources

HOW IT WORKS

From trigger to recipient,
in 5 automatic steps.

01

Polling & trigger

ARI checks at regular intervals web portals, APIs, email inboxes and other configured monitoring feeds.

02

Data collection (ARIdb)

ARIdb retrieves the current state from all sources (schedules, orders, contracts) and builds the comparison context.

03

Anomaly detection

The Decision Maker compares the observed state against the expected baseline. If the deviation exceeds the configured threshold, the workflow triggers the alerting pipeline: otherwise it stops here.

04

Alert composition

The AI drafts the alert message with the relevant information: what happened, who is impacted, what to expect.

05

Optional Human In The Loop

For critical alerts, an operator can review and approve before sending. For standard ones, sending is fully automatic.

BUILDING BLOCKS USED

The components of this workflow.

01

Web Crawler

Periodic scraping and polling of portals, sites and structured feeds to extract status data automatically.

02

ARIdb

Retrieval and correlation of structured data from databases, ERP and spreadsheets to build the comparison context.

03

Decision Maker

Evaluation of the deviation between observed state and expected threshold. Decides if and when to trigger the alert.

04

Human In The Loop (Human-in-the-Loop)

Optional human review checkpoint for critical alerts before automatic sending to the recipient.

05

API REST / Webhook

Alert delivery via email, Slack, SMS, webhook or API call to target systems.

EXPECTED RESULTS

What changes in production.

24/7 coverage without supervision

Monitoring never stops. Night, weekends, holidays: every anomaly is detected and reported.

Relevant alerts, not noise

Only relevant anomalies are flagged, with the right message for the right recipient.

Reaction time cut in half

The gap between anomaly and communication shrinks from hours to minutes. Customers are informed before they call.

Team freed from routine exceptions

Operators handle only situations requiring human judgement, not repetitive monitoring.

APPLICATION SECTORS

Who uses Monitoring & Alerting on ARI.

SETTORE 01

Distribution & Logistics

Monitoring of shipments, delays and transport anomalies with automatic alerts to customers and operational teams.

SETTORE 02

Manufacturing

Control of production KPIs, machine downtime and process deviations with automatic escalation.

SETTORE 03

Finance & Compliance

Surveillance of regulatory thresholds, reporting deadlines and anomalous variations in financial flows.

SETTORE 04

IT Operations

API, service and infrastructure monitoring with intelligent alerting and noise reduction.

Have processes nobody can monitor 24/7?

Show us what you want to keep under control. In 30 minutes we will understand together if and how ARI can replace manual supervision with an intelligent monitoring loop.

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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