AI features stall
Revenue System SprintThe use case is obvious, but without systems thinking, AI stays in pilot and never reaches production.
America Digital Mexico 2026 | WTC CDMX | June 9-10Meet Us There →
Revenue & Operations Systems
YOUR SYSTEMS
ARE THE
BOTTLENECK
/REVENUE SYSTEM SPRINT
/OPERATIONS AUTOMATION
/AI KNOWLEDGE SYSTEMS
Business systems that get more leads, close faster, and run smoother. We build the infrastructure for growth.
BASED IN GUADALAJARA
RECENT WORK
4M.PROTOCOL
V2.0.0
SHIPPING SYSTEMS
FRAME: 4M
Proof from shipped workView case studies
The Real Problem
Engineering is treated like labor. Not leverage.
4M Labs builds AI infrastructure and operational software for companies that need leverage, not headcount.
Websites do not convert
Conversion SystemThe company is credible offline, but engineering is treated as a cost center, not a competitive advantage.
MVP scope drifts
Product SprintThe idea keeps expanding because there is no leverage culture. Every change needs more people, not better systems.
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.
Shipped in 21 days
IP protection included
Senior team, direct access
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 Timeline
Satisfaction Guarantee
If you are not happy with the first deliverable, we refund you.
Have questions?
See FAQ belowHow 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 assetsProof from shipped work
What we build
Recent builds
Marketplace / Circular EconomyLive Marketplace
B2B circular marketplace
Challenge
Platia needed a commerce experience that could explain circular inventory reuse, support both buyers and sellers, and make product discovery feel trustworthy for business customers.
Outcome
A live marketplace foundation for commercial reuse, vendor participation, product discovery, and social-impact storytelling.
Marketplace UXB2BCircular economy
3Core flows shipped
Read case studyFitness / WellnessLive Website
Premium gym website
Global Fit needed a website experience that could communicate services quickly, support credibility, and reduce friction for visitors deciding whether to contact the business.
Lead flowMobile UXService clarity
21Day sprint
Read case studyAI / Dev ToolsLive Product
Persistent memory for AI agents
Challenge
AI-assisted development creates useful context quickly, but that context often disappears after a chat, branch, or task ends. Teams need a way to retain decisions, lessons, and reusable project knowledge.
Outcome
A live product at squishplugin.dev providing persistent memory that connects across AI tools and coding environments.
AI memoryAgent persistenceDev workflow
1AI memory runtime
Read case studyWeb3 / NFT CollectionProject Completed
NFT minting website
NFTigz needed a minting website that could present their collection clearly, handle wallet connections, and give the project a credible online presence for launch.
Web3MintingNFT launch
1Work delivered
Read case studyCrypto / AI ProductProject Completed
AI-powered crypto product website
Challenge
Opulent AI needed a website to present an AI-powered crypto product, communicate the technical vision, and support the brand during its early-stage launch.
Outcome
A website that communicated the product vision and established the brand identity, delivered as a complete web package.
CryptoAI productBrand launch
1Work delivered
Read case study15+
Products Shipped
21
Day Sprint
3
Active Builds
2022
Founded
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 CallStart 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.