Special AI/ML
Software Unit

One operator + AI agents
= quality + speed

[ INITIATE ASSESSMENT ]

3 minutes. Immediate insights.

[ SIGNAL-01 ]THE PROBLEM

Most AI Initiatives Fail.
Yours Won't.

Industry Standard
  • 73% failure rate before production. RAND
  • 14-month average implementation. McKinsey
  • $4.6M average wasted on failures. Gartner
  • 18 months in. Still in POC. MIT Sloan
  • $2M spent on tools nobody uses. Forrester
  • Your best engineers burning out. Stack Overflow
  • Competitors pulling ahead. BCG
ML LABS Standard
  • 95%+ deployment success rate.
  • Real results. Real fast.
  • Positive ROI guaranteed.
  • No POCs. Production from day one.
  • Software built exactly for you.
  • Your team multiplied by AI.
  • Your advantage compounds daily.

The question isn't whether to adopt AI.

It's whether you'll do it right.

Production From Day One.
Everything Else Is Waste.

[ STEP-01 ]DELIVER

Deliver Value Quickly

We embed in your workflow and start shipping production code immediately. AI-augmented engineering on your real systems with your real data and your real constraints.

Duration: Days, not months
[ STEP-02 ]SCALE

Scale What Works

With production systems running, we scale to more workflows, deeper integrations, and higher throughput. Never a big-bang launch, always continuous delivery.

Duration: Weeks, not years
[ STEP-03 ]COMPOUND

Compound Success

Your systems get smarter. New use cases unlock over time as we monitor, optimize, and extend to new domains. Your advantage over competitors grows wider every day.

Duration: Ongoing

The ROI Slide Writes Itself.
Hard Numbers. No Asterisks.

Scope128%Beyond Requirements
  • AIs find opportunities beyond original spec
  • Speed gains create capacity for more work
Quality97%High Acceptance Rate
  • Build for rapid issue detection and recovery
  • AI testing catches what humans miss
Speed10.3xFaster Time-to-Value
  • AI agents run parallel workstreams 24/7
  • Feedback loops enable faster iterations
Cost95%On-Budget Delivery
  • No coordination overhead costs
  • AI automation passes cost savings on to you

Our clients ship AI that their customers notice, their boards reward, and their teams actually use. Less manual work, faster decisions, and a competitive position that compounds every day. The result is a faster, leaner organization that wins deals its competitors can't even bid on.

Guarantee:We agree on measurable targets before we start. If we miss them, you get your money back. No caveats. No fine print. We put our revenue behind your results because we know the process works.
Vodafone
Fox
Gigster
WGC
HeartSciences
JLL
Sngular

One Top-Tier Operator
Beats a Team of Ten.

ML LABS is built on a different model. One top-tier operator with deep AI/ML expertise, augmented by AI agents for every phase of delivery. No bench costs. No overhead. No variance between team members. Every engagement gets the same principal — from assessment through deployment.

Omar Trejo

The Operator

15+ years in AI/ML engineering. Background in Economics and Mathematics. Built production ML systems across healthcare, telecom, and financial services. Led and mentored dozens of teams. Combines strategic advisory with hands-on full-stack delivery.

Omar Trejo
"Omar is one of the most professional and highly skilled engineers I have ever worked with in my 20 years delivering technology. He led a program to develop a custom Machine Learning Platform for a top 10 global client. The work he delivered exceeded client expectations and has been a foundation for our clients ML journey for the next few years."
John LiangGigster
"I have an immense appreciation for Omar's outstanding work in designing and developing the backend for our cloud-native AI-ECG platform. I highly recommend him to any organization in need of a skilled and reliable engineering partner. His technical acumen, professionalism, and commitment to innovation set him apart."
Jason DomaskHeartSciences

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