AI features stall
Revenue System SprintThe use case is obvious, but evals, UX, integration, and handoff keep slipping.
America Digital Mexico 2026 | WTC CDMX | June 9-10Meet Us There →
Revenue & Operations Systems
Business systems that get more leads,close faster, and run smoother
Most companies do not need AI first. They need a cleaner system for getting leads, following up, and operating without chaos. We build that system.
Founded 2022|Guadalajara|Starter builds available
Build proof
What buyers leave with
Shipping
Scope
Build
Ship
Reuse
Revenue System Sprint
$1.5K-$5KAI agent with sales memory, lead capture, pipeline automation
Operations System Sprint
$3K-$10KWorkflow automation, internal tools, process memory
Knowledge System Sprint
$5K-$20KRAG systems, document AI, company brain with persistent memory
15+
Products
3
Active
2022
Founded
Current sprintWeek 02
handoff in progress
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TL;DR
4M Labs is a business systems company based in Guadalajara, Mexico. We build revenue systems, operations systems, and product systems that help companies get more leads, close faster, and run without chaos. Fixed-scope sprints from $5K, monthly retainers from $3K/mo. English and Spanish. Senior team, production-ready delivery.
Proof from shipped work
Core Problem
Your roadmap is clear. Shipping is the bottleneck.
We work best with founders and operators who need a practical first release before committing to a larger build.
Websites do not convert
Conversion SystemThe company is credible offline, but the page does not explain the offer or earn the call.
MVP scope drifts
Product SprintThe idea keeps expanding before customers can touch a useful version.
Engagement PathsChoose the lane that matches
Choose the lane that matches
what needs to ship.
Start with the buying situation, not our internal org chart.
4M Labs helps buyers validate technical paths, launch new products, and extend delivery teams through senior product engineering.
Each path produces a concrete artifact, clear handoff criteria, and a direct route to production.
Validate the technical path
Prototype + recommendation
For teams exploring AI workflows, automation patterns, or product architecture before committing to a full build.
Output: prototype, recommendation, implementation plan
Launch a new product
MVP or launchable system
For founders or companies turning a validated idea into an MVP, internal tool, or production system.
Output: scoped product build, core flows, production handoff
Extend your delivery team
Monthly senior capacity
For teams with an ongoing product backlog, integrations, site improvements, or AI feature work.
Output: weekly shipped increments and direct senior ownership
What We Build
Practical software for
teams that need traction.
Revenue systems, conversion systems, build capacity, product sprints, and custom software designed around one concrete business outcome.
* Not included: open-ended R&D, vague ideation, or infinite revisions.
04 offersPricing
Three clear ways to start.
Starter entry points for teams that need useful output before a larger build.
4M Labs offers fixed-scope Revenue System Sprint, Conversion System, and Build Squad engagements.
Each engagement has clear scope, credible handoff criteria, and no open-ended billing.
Revenue System Sprint
A sales system with AI follow-up and pipeline automation in 21 days.
From $5K
Best for
Teams with a clear sales process that need automated follow-up and pipeline visibility.
- AI-powered lead capture and follow-up
- Pipeline automation and tracking
- Integration with your existing CRM
Most Popular
Conversion System
A website and funnel that turns traffic into booked calls in 14 days.
From $3.5K
Best for
Teams losing trust or leads on the current site.
- Conversion-focused messaging and structure
- CMS, analytics, and tracking
- Conversion tracking
Build Squad
Part-time senior build capacity on a monthly retainer.
From $3K/mo
Best for
Teams with ongoing fixes, integrations, automations, or product backlog.
- Senior build support
- Weekly shipped increments
- Direct communication, no account managers
Fixed ScopeIP Protection IncludedClear TimelineFixed Scope
How We Work
From strategy call to production handoff.
The first meeting turns into scope, the scope turns into a build, and the build ends with a shipped artifact your team can own.
Day 0
Scope
We identify the buyer, constraint, risk, and fastest useful release path before build work starts.
Days 1-3
Build
We write handoff criteria, define the must-ship artifact, then senior builders prototype and integrate.
Week 1-2
Ship
Each sprint moves toward a working release with interface, integration, data model, and launch path.
Final week
Reuse
You get production handoff, docs, analytics, and reusable patterns so the next build starts faster.
See how systems become shipped assetsSelected Work
View All Case Studies→Recent Builds
15+
Products Shipped
21
Day Sprint
3
Active Builds
2022
Founded
Team
The Team
Senior ownership from people who design, build, ship, and stay close to the work.
Frequently Asked Questions
Starter engagements are available for smaller teams: Revenue System Sprints from $5,000, Conversion Systems from $3,500, and part-time Build Squad support from $3,000 per month. Larger Product Sprints and Custom Systems are scoped separately.
Starter builds available
Need something useful shipped this month?
Bring the problem and budget range. We will map the smallest useful paid start and the path to a larger production build if it makes sense.
Book a Build Strategy CallEverything You Need to Ship Smarter
4M Labs combines business systems with fixed-scope delivery. Explore our services and capabilities.
DaaS
Development as a Service
Dedicated engineering team on a monthly retainer. Fixed costs, weekly deliverables, flexible scaling.
AIAI Product Engineering
Custom software, AI agents, automation, and integrations. Production-ready in 21 days.
LocationBuilt in Guadalajara
Senior engineers, US timezone overlap, English-fluent. Silicon Valley quality at competitive rates.
TeamMeet the Team
Lean team of senior engineers and AI specialists. Founders Michiel and Jorge lead every engagement.
Start with a practical build.
Book a short strategy call or send a brief. We will point you toward the smallest useful paid start, not the biggest possible scope.
Book a Build Strategy CallName, email, budget range, and project details are enough to route the brief.
The Delivery Engine
Fixed-scope sprints and monthly retainers for teams that need reliable shipping capacity.
The Studio
Where we selectively invest, build, and launch products with aligned upside.