Custom AI That Ships to Production.
We build AI systems that solve real business problems. Agents, automations, document processing. Fixed scope, fixed price, working software.
What We Build
Real AI systems that solve real business problems. Not research papers.
AI Agents
Autonomous systems that handle sales, support, and operations — without hiring more staff.
Document Processing
Extract data from invoices, contracts, and forms automatically.
Workflow Automation
Replace manual processes with AI that works 24/7.
Smart Analytics
Turn raw data into actionable insights without a data team.
Custom Integrations
Connect AI to your CRM, ERP, email, and existing tools.
Production Systems
Full-stack AI applications built for scale and reliability.
Start with Clarity
One problem. One leak map. Shipped in 1 to 3 days.
Map & Inspect
Review the funnel, spot the leak points, and confirm where revenue is dropping.
Rank & Prioritize
Separate quick wins from deeper fixes and estimate the impact of each.
Recommend Next Step
Present the fix path and decide whether the next move is implementation or handoff.
Deliverables
Pricing
Transparent engagement models with no surprises.
Discovery Sprint
1 to 2 weeks. We map the problem, audit your data, and recommend the right solution.
Implementation Sprint
4 to 8 weeks. We build and ship one complete AI system with real integrations.
Full Product Build
8 to 16 weeks. Complete AI-powered product with multiple components, deployment, and support.
Retainer
Ongoing support, iteration, and new features. Your system stays running and evolving.
Frequently Asked Questions
What is AI engineering?
We build AI systems that solve real business problems. Not strategy documents. Working software.
How much does AI development cost?
It depends on scope. A discovery sprint costs $2,500 - $5,000. A full implementation costs $10,000 - $50,000. A complete product build costs $50,000 - $150,000+. Ongoing support starts at $2,000/mo.
How long does an AI project take?
Discovery: 1 to 2 weeks. Implementation: 4 to 8 weeks. Full product: 8 to 16 weeks. We give you a fixed timeline before we start.
Can you integrate AI into our existing product?
Yes. Most of our work involves adding AI capabilities to existing products. We integrate with your CRM, ERP, email, APIs, and current tools.
Do we need to have data ready for AI?
Not necessarily. We help audit your data availability, clean datasets, and establish a baseline during the first phase of any project.
What industries do you serve?
We work with SaaS, fintech, healthcare, legal, real estate, manufacturing, and B2B operations. If you have repetitive manual processes, we can automate them.
What's the difference between AI consulting and AI engineering?
AI consulting gives you a strategy document. AI engineering gives you working software. 4M Labs does engineering. Every project ends with code that ships, deployed infrastructure, and documentation your team can maintain.
Ready to build AI that works?
Talk to an Engineer. We map your problem and give you a plan in 30 minutes.
Talk to an Engineer