AI engineering studio

AI systems, built end-to-end.

Woclex designs, builds and runs production AI for companies: agents, automation and custom platforms, from the first prototype to live infrastructure.

Start a project See our work

How it works

From idea to a production agent.

We connect models to your channels, tools and data, then ship them with the monitoring, security and deployment a real business needs.

Agents on WhatsApp, web and internal tools
Your data, your infrastructure, your control
Observable, versioned and easy to extend

agent.ts

// A customer message becomes a finished task
export const assistant = defineAgent({
  channel: "whatsapp",
  model: "frontier-llm",
  tools: [crm, calendar, database],
  memory: true,
  guardrails: { humanHandoff: true },
});

await assistant.deploy({ env: "production" });

Built with the tools modern AI teams trust

OpenAI
Gemini
Claude
WhatsApp
n8n
FastAPI
React
PostgreSQL
Docker

How it works

Watch an agent go from code to production.

Every project follows the same path: build, deploy, run and trace. Illustrative walkthrough.

agents/lead-qualifier.ts

export const qualifyLead = agent({
  id: "lead-qualifier",
  retry: { maxAttempts: 3 },
  run: async ({ message }) => {
    const intent = await llm.classify(message);
    const contact = await crm.upsert(message.from);
    if (intent.hot) await calendar.offerSlots(contact);
    return whatsapp.reply(contact, intent.answer);
  },
});

$ woclex deploy --env production
  ✓ Tests passed (42)
  ✓ Image built in 18s
  ✓ Secrets and HTTPS verified
  ○ Rolling out 3 agents...
  ✓ Deploy complete · v2026.10.02.1

StatusTaskRunStarted

RunningCompletedlead.qualifyrun_9f2a1just now

RunningCompletedwhatsapp.replyrun_9f2a02s ago

Completedcrm.syncrun_9f29f11s ago

Completedreport.weeklyrun_9f29e34s ago

Waitinghuman.handoffrun_9f29d1m ago

lead-qualifier1.9s

llm.classify0.6s

crm.upsert0.4s

calendar.offerSlots0.6s

whatsapp.reply0.2s

Services

Everything between an idea and production.

One team owns strategy, engineering and operations, so nothing gets lost between vendors.

AI Agents & Assistants

Conversational agents that answer, decide and act across WhatsApp, web and your internal systems.

Workflow Automation

Repetitive operations turned into reliable pipelines that connect your tools and run on their own.

Custom Platforms

Multi-user web products with roles, billing limits and dashboards, designed around how you work.

Data & Scraping Pipelines

Collect, clean and structure data at scale, then turn it into searchable knowledge and reports.

AI Content Studio

Image, text and video generation wired into publishing, so campaigns go from brief to posted.

Deployment & Ops

Containers, HTTPS, backups and monitoring handled for you. We keep it running and improving.

Selected work

Shipped and running in production.

A sample of what we have built for clients across industries.

Real estate

WhatsApp AI assistant for agents

Agents send photos and voice notes in chat. The assistant builds the listing, enhances images and renders promo videos.

LLM agentWhatsAppVideo render

Real estate · SaaS

Agency portfolio platform

Team roles, a shared listing pool and an AI studio that writes copy and publishes to social channels.

FastAPIReactPostgreSQL

Logistics

Delivery operations platform

Multi-tenant fleet and driver management for a last-mile delivery partner, with a built-in WhatsApp gateway.

Multi-tenantWhatsApp APIDocker

Legal tech

Case tracking and reporting

Automated retrieval of court application data, with per-representative reports generated on demand.

ScrapingFastAPIReporting

Agri-tech · R&D

Greenhouse analysis platform

A web rebuild of a publicly funded research tool that turns greenhouse sensor data into clear decisions.

Data analysisPythonWeb app

Education

Student progress platform

Classes, homework and messaging that keep students, parents and teachers in one place.

RolesMessagingDashboards

Process

Fast to prototype. Built to last.

Discover

We map your workflow, data and goals, then pick the smallest valuable first release.

Prototype

A working demo in days, so you can react to something real instead of a slide deck.

Build

Production engineering with tests, security and integrations into your existing tools.

Run & improve

We deploy, monitor and keep tuning as your usage and models evolve.

Why Woclex

One accountable team.

End-to-end ownership

Strategy, design, engineering and operations under one roof, with a single point of contact.

Production-grade

Real infrastructure from day one: HTTPS, backups, monitoring and clean deployment pipelines.

Fast iteration

Short cycles and working software every week, so value shows up early and risk stays low.

Let's build your AI system.

Tell us what you want to automate. We will reply within one business day.

info@woclex.com