AI agents · Business automation

AI agents that execute,
your team stays in control.

404-dev designs, connects and maintains custom AI agents that handle repetitive work, orchestrate your tools and accelerate operations.

A human reply within 24 hours · No-obligation first call

Free audit

Test your site’s speed, accessibility and AI visibility.

30 seconds to start the audit. You receive a full 5-dimension report by email, signed 404-DEV, INC.

  • 1PageSpeed & LCP
  • 2SEO & AEO
  • 3Accessibility (axe-core)
  • 4Security & cookies
  • 5Tech stack

Report signed 404-DEV, INC. · No access to your site required · Read-only

10+ yearsof product experience
10 daysto a useful first agent
End-to-endaudit, integration & monitoring

What our agents handle

Automate an end-to-end workflow, not another chatbot.

We start from real work, connect your existing tools and define exactly what the agent may read, decide and execute.

01 · Sales

Sales & qualification agent

Finds useful signals, enriches records, prepares outreach and keeps the CRM current under explicit compliance rules.

CRMEmailScoringReporting

02 · Operations

Operations & document agent

Reads requests, extracts data, prepares quotes and reports, then triggers authorised steps across your tools.

DocumentsQuotesSupportWorkflows

03 · Knowledge

Business agent connected to your data

Answers from your sources, cites evidence, logs every action and hands off to a human when risk requires it.

AI agentsRAGAPIsLLMs

Delivered work

Useful products delivered in demanding environments.

Real estate, hospitality, leisure and digital products: selected assignments led by the founder and team, with hands-on responsibility from framing to delivery.

Selected work from the Malt profile

The founder’s previous assignments now shape 404-DEV’s methods and quality standards. Confidential details remain protected.

4.9 / 5average rating
25client reviews
31completed projects
View the Malt profile and reviews
2019 to 2021

Real estate

Nexity

Student housing acquisition platform

Front and back end delivery of a solution for student housing acquisition, designed for a smooth experience on mobile and desktop.

ReactNode.jsMongoDBSEOGoogle Maps API
2019

Hospitality

AccorHotels

Accessible web experience

Accessibility improvements for able-bodied and senior users, as well as people with visual, hearing, motor or cognitive disabilities.

HTML5CSS3AccessibilitySEOAgile
2019

Leisure and culture

Puy du Fou

Souvenir photo sales application

Front end development for an interactive kiosk application, including image processing, high-volume storage and responsive tablet and mobile views.

ReactREST APIResponsiveImagesFront end

Other products and collaborations

WealthcomeRoomchazerKitlenidSanolaMagSound PlayerLes ÉphémèresIicontact

A straightforward process

From manual workflow to a production AI agent.

01

Audit

We map the workflow, volume, tools, risks and expected outcome.

02

Bound

We define accessible data, authorised actions and mandatory human approvals.

03

Connect

The agent connects to your tools through APIs and is tested on real cases before activation.

04

Measure

Every action is logged; time saved, quality and incidents guide improvements.

Every agent is tested on real cases, monitored in production and reversible without losing your data.

Responsible automation

Autonomous on repetition. Human on sensitive decisions.

A useful agent does more than chat: it follows an objective, uses authorised tools, leaves an audit trail and stops when a decision exceeds its mandate.

  • Least-privilege access
  • Configurable human approval
  • Complete action log
  • KPI and stop condition

Frequently asked

What clients ask us before we start.

Straight answers, no jargon. Missing a question? Email us and a developer will reply.

Why hire a compact senior team rather than a large agency for a web or mobile product?

A compact senior team puts your budget into design and code, not into sales and management layers. You talk directly to the three developers and the designer who build the product, which speeds up decisions and avoids misunderstandings.

  • No middlemen: the person who estimates is the person who delivers
  • 10+ years of experience on web, mobile and AI products
  • A stable team from framing to launch, with no junior rotation
  • Lower overhead, so more budget goes into the product

How does 404-DEV keep load time fast (LCP under 2.5 s) and sites accessible?

We set a performance budget at design time: Largest Contentful Paint must stay under 2.5 seconds, Google’s “good” Core Web Vitals threshold. Accessibility is tested automatically with axe-core, then checked by hand against WCAG 2.2 level AA.

  • Server rendering (Next.js), optimised images and non-blocking fonts
  • Core Web Vitals tracked: LCP ≤ 2.5 s, INP ≤ 200 ms, CLS ≤ 0.1
  • axe-core tests on every release + keyboard and screen reader checks
  • Relevant since the European Accessibility Act took effect on 28 June 2025

How does business AI (n8n, LLMs) reduce operating costs?

AI cuts costs when it handles repetitive, high-volume tasks: email triage, data entry, document extraction, first-line answers. We connect large language models (LLMs) to your tools with n8n workflows or custom code, and a human approves sensitive decisions.

  • n8n automations linked to your CRM, inbox and files
  • Retrieval-augmented search (RAG) over your internal documents
  • Bounded AI agents: precise scope, action log, human approval
  • We tell you when AI is not the right fit

What does the free 404-DEV website audit include?

The audit analyses the public page of your choice across five dimensions and emails you a report signed 404-DEV, INC. It needs no access to your site and changes nothing: it reads the page like a visitor.

  • Speed: Lighthouse score and LCP
  • SEO and AEO: tags, structured data, readability by AI engines
  • Accessibility: violations found by axe-core
  • Security: HTTP headers, cookies, HTTPS
  • Stack: detected technologies

React Native or native: why one codebase for iOS and Android?

With React Native and Expo, one codebase produces both the iOS and Android apps, which lowers development and maintenance costs. Screens stay native, and we write platform-specific code when the product needs it.

  • One team, one codebase, two stores
  • Faster updates and identical behaviour on both platforms
  • Business logic can be shared with the website

How much does a website or app built by 404-DEV cost?

The price depends on scope: number of screens, integrations, platforms and level of automation. After a free first call, we send a clear estimate split into stages, so you launch what creates value first.

  • No-obligation first call, reply within 24 hours
  • Staged estimates: you can start small
  • Smaller budgets welcome when the scope is realistic

Can you take over an existing product?

Yes. We audit the code and infrastructure, stabilise what needs it, then extend the product. When a focused rebuild is more responsible than a rewrite, we recommend it.

  • Code, performance and security audit
  • Prioritised stabilisation plan
  • Progressive takeover with no service interruption

Where does 404-DEV work, and in which languages?

We work remotely with clients in France, Belgium, Switzerland, Luxembourg, Canada and the United States. We work in English or French.

  • Regular video calls and demos
  • Direct contact by WhatsApp or email
  • Invoiced by 404-DEV, INC.

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A workflow is wasting your team’s time?

Let’s design the first agent that executes it.

Describe the task, the tools involved and what must remain human-approved. We will reply with a concrete scope.

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