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See what your AI system is doing — and stay in control.

ARAI Software builds autonomous AI systems that track tasks, log decisions, enforce governance, and learn from outcomes — without hiding what happens behind the scenes.

See what we're building →
8Ventures in pipeline
397+Tasks executed
100%Auditable decisions

Autonomy without losing visibility

As AI systems start doing real work, the hard part is no longer just generating output. It is knowing what happened, why it happened, and whether it should happen again.

Track work

See which tasks are proposed, approved, executed, and completed.

Control risk

Keep human approval in the loop for actions that matter.

Learn from outcomes

Use execution results to improve future decisions.

What is ARAI Software?

We build AI systems that run continuously, improve themselves, and keep humans in the loop. Every decision is logged. Every action is auditable. Nothing happens without oversight.

Autonomous

Systems that observe their own state, make decisions based on rules, and execute tasks — continuously and without manual intervention.

Auditable

Every action is logged. Every decision has a paper trail. The filesystem is the source of truth — nothing important lives only in memory.

Governed

Tasks pass scope checks, build gates, and secret scanning before they ship. Budget limits are enforced at runtime. High-impact changes require explicit approval.

What we're building

From AI governance tooling to consumer apps — every venture is built and operated by the same autonomous pipeline.

arai.software

Live

The ARAI Software corporate website — built and continuously maintained by the ARAI autonomous pipeline. Every section, update, and deployment is handled without manual coding.

  • Fully autonomous build & deploy cycle
  • Governed by ARAI from idea to commit
  • Cookieless analytics via Plausible
  • Structured audit trail for every change
You are here →

ARAI Business Dashboard

Live

The internal command center for ARAI Software operations. Real-time insight into ventures, pipeline health, open tasks, and running costs — all in one place.

  • Live venture & task overview
  • Pipeline health indicators
  • Budget & cost tracking per venture
  • Audit log and learning event viewer
  • Governance policy status
Contact us →

FairFares

Live

FairFares tracks flight prices across 187 destinations and surfaces deals when fares drop 40–70% below normal — across Europe, Asia, the Americas, and Africa. Free to use, with premium tiers that unlock every deal, airport filters, flexible dates, and push notifications. No booking commission — we link directly to Google Flights.

  • 187 destinations tracked — Europe, Asia, Americas & Africa
  • Deals only shown when prices genuinely drop 40–70%
  • Free: deal of the day; Plus/Pro unlocks all deals
  • Filter by departure airport & flexible travel dates
  • Price watches with push notifications
  • Refreshed daily with live fare data
Visit FairFares →

More ventures in the pipeline — each built and operated by the same ARAI autonomous pipeline.

ARAI Studio

Early Access

Request software improvements in plain language — ARAI builds, proposes, and deploys on your behalf. You own the repo, the domain, and the data. ARAI does the work.

  • Describe changes in everyday language
  • Review proposals before anything goes live
  • Full pipeline transparency per task
  • Under €50/month per venture
Contact us →

Content Operations

Coming Soon

AI-assisted content operations tool. Autonomous drafting, review queues, and publication workflows — all governed by configurable approval rules.

Niche Marketplace

Coming Soon

Consumer marketplace for niche verticals. Autonomous deal sourcing, personalised recommendations, and real-time inventory matching.

Compliance & Audit

Coming Soon

Compliance and audit tooling for regulated industries. Automated evidence collection, policy mapping, and continuous control monitoring.

How ARAI works

A continuous loop that observes, proposes, and executes — with you in control at every step.

1

Observe

The system monitors its own state — tasks, costs, health, and venture progress — and identifies what needs attention.

2

Decide

Tasks run through automated governance checks, scope validation, and build gates. Most execute within defined limits — high-impact changes require explicit approval.

3

Execute & Learn

Tasks are executed, results are logged, and outcomes feed back into the system — making future decisions smarter.

How we compare

The most common objection: "Why not just use X?" Here is a direct, feature-by-feature answer.

Black-box AI tools LangChain · AutoGPT · Zapier · task queues
ARAI Governed · Auditable · Self-improving
Task generation
Defined by you, manually
Generated from observed system state
Human oversight
Optional, wired manually
Enforced per task, configurable
Audit trail
Logs only
Structured, git-backed, searchable
Cost guardrails
Unbounded by default
Budget limits enforced at runtime
Self-improvement
Static workflows
Learns from rejected & approved tasks
Secret scanning
Not included
Runs on every proposed change

Built on itself — ARAI runs on ARAI

No fabricated testimonials. These numbers come directly from the system that built and operates this site.

397
Tasks executed by the pipeline Every feature on this site was proposed, reviewed, and shipped autonomously — from task file to git commit.
5157
Audit events logged Every decision — approved or rejected — leaves a permanent record. Nothing important lives only in memory.
5
Active ventures under management ARAI governance, task tracking, and self-improvement loops run across all ventures simultaneously.

Tasks that shipped this site

  • TASK-CW-063 Add CSS fade-in animation to hero section merged 2026-05-05 Shipped
  • TASK-CW-064 Fix mobile layout and touch targets across all sections merged 2026-05-11 Shipped
  • TASK-REAL-329 Remove non-functional contact form and clean up empty sections merged 2026-05-11 Shipped

Recent milestones

What the pipeline has shipped — in order.

  1. 2026-05-19
    ARAI crosses 593 tasks executed

    The pipeline passed 593 completed tasks across all ventures — each one governed, audited, and logged from proposal to git commit.

  2. 2026-05-10
    FairFares subscription tier launched

    FairFares launched premium deal unlocks with subscription authentication — built and shipped autonomously by the ARAI pipeline.

  3. 2026-04-28
    FairFares user accounts and persistent history

    Firebase Authentication and Firestore were wired into the FairFares frontend, enabling persistent user profiles and deal history across sessions.

  4. 2026-04-10
    Company website shipped

    The ARAI Software website went live, fully built and deployed by the autonomous ARAI pipeline without manual coding.

  5. 2026-03-01
    FairFares launched

    FairFares went live, surfacing deeply discounted European flight deals refreshed daily from live data sources.

Common questions

Answers to the questions we hear most often about autonomous AI systems and ARAI.

What exactly does ARAI do?

ARAI is a governance layer for AI pipelines. It takes tasks from idea to completion — observing system state, proposing actions, enforcing approval rules, executing changes, and logging every decision. Think of it as an operating system for autonomous work: it defines what gets done, in what order, and with what level of human sign-off.

How does human oversight work in practice?

Tasks execute autonomously within governed boundaries. Every change must pass automated build gates and governance checks before it ships. The owner sets the rules — budget limits, scope constraints, and approval thresholds — and the system enforces them at runtime. High-impact changes can be flagged for manual review.

Is it safe to let an AI system run autonomously?

With ARAI, autonomous never means uncontrolled. Every change passes automated build gates and governance checks before it ships. Budget limits are enforced at runtime, audit certificates track what ran and why, and every action is logged and reversible via git history. The owner sets the guardrails — the system enforces them.

What does it cost to get started?

ARAI is priced per venture and built to keep AI API costs under €50 per venture per month. Get in touch to discuss your use case and pricing.

How is ARAI different from a task queue or workflow tool?

Task queues execute work you define. Workflow tools route work you specify. ARAI does something different: it generates the work itself based on observed system state, then governs whether that work is safe to execute. It improves its own task definitions over time, enforces governance policies at runtime, and keeps a structured audit trail — not just a log. It is an autonomous agent loop, not a scheduler.

Your code. Your infrastructure. Your call.

ARAI builds and deploys on your behalf — but everything it touches belongs to you. No lock-in. No hosted dependencies. No hidden levers.

Your repository

Every change is committed directly to your own Git repository. ARAI never stores your code. Revoke access and the full history stays with you — permanently.

Your infrastructure

Deployments go to your own hosting account — Vercel, Netlify, your own VPS. ARAI is the builder, not the host. Switch providers at any time without migration.

Revoke at any time

ARAI only holds a temporary deploy token to do its work. Remove it from your dashboard in seconds — the code, the domain, and the data remain entirely yours.

Get in touch

Building something that needs to run itself? Curious how a 600-task autonomous pipeline works in practice? Say hello.