>We build
W3DU architects and operates AI agent teams that work 24/7 in your business. From setup to retainer — your AI workforce, tailored. We believe an AI will never be better than a human *using* an AI. It's this synergy we use to accelerate your results.
Which backlog are we fixing first?
Same AI workforce, different bottleneck. Pick the squad that matches your team.
Our Services
Three ways to transform your company with AI agents that work autonomously
AI Workforce Setup
We design and implement your AI agent team — from org chart to first heartbeat. We map your processes, define agent roles, configure heartbeats and skills, and integrate everything with your existing systems.
Autonomous MVP
We build your product AND the AI team that already knows the codebase and operates autonomously. Your MVP launches with an integrated AI workforce that handles development, ops, and iteration from day one.
AI Agent Orchestration
Tasks
Agent Processing
Results
AI Operations Retainer
Continuous maintenance, optimization, and monitoring of your AI team. We keep your agents running at peak performance, expand capabilities on demand, and deliver monthly performance reports.
Agent Operations Network
AI Agents in Practice.
We believe every project is an opportunity to solve a real challenge. Our AI agent teams operate autonomously across diverse industries — here's what they can do.
AI Workforce Internal Audit — Engineering & Marketing Squads
Prove, with real timestamps and costs, whether an AI agent workforce can run engineering and content production autonomously — before selling it to clients.
Ran our own Paperclip-based squads in production, auditing every execution: cycle time, completion rate, off-hours work and processing cost.
Paperclip, Claude, Internal Audit
AI-Powered Content Operations
Scale content production without hiring a full marketing team.
Deployed an AI content team (writer, editor, SEO analyst) that produces, reviews, and publishes content autonomously — increasing output 5x.
AI Agents, Content Automation
Autonomous DevOps Pipeline
Reduce deployment bottlenecks and manual ops work.
Built an AI engineering team that handles CI/CD, monitoring, incident response, and infrastructure scaling — reducing ops overhead by 70%.
AI Agents, DevOps Automation
AI-First MVP Launch
Launch a product fast with a team that knows the codebase from day one.
Delivered a production MVP with an integrated AI workforce (CTO, engineers, QA) that continues to develop and maintain the product autonomously.
Autonomous MVP, Full-Stack AI
Fintech AI Operations
Automate compliance monitoring and reporting for a financial platform.
Implemented specialized AI agents for compliance checks, transaction monitoring, and regulatory reporting — ensuring 24/7 coverage with zero manual intervention.
AI Operations, Fintech Automation
Orça Comigo — WhatsApp AI Agent for Household Finance
Couples abandon budgeting tools because logging every expense is manual work. The product had to live where people already are — inside WhatsApp — and turn voice notes and receipt photos into structured, shared financial data in seconds.
A multi-tenant AI agent on the WhatsApp Business API. Voice notes are transcribed, receipts are read with OCR, and an LLM with function calling extracts amount, category, date and payer into a shared budget. Either partner can ask "how much can we spend this weekend?" and get an answer grounded in the couple's real data, in the same chat thread.
WhatsApp Business Cloud API, Speech-to-text, OCR, LLM function calling
Ready to automate?
Let's discuss how AI agents can transform your operations. Schedule a free AI Workforce Audit — no commitment, just clarity.
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Expert AI workforce design