AI ENGINEERING FOR AMBITIOUS COMPANIES

Let workflows run themselves.

We build, run and improve the software that connects your people and your systems, one workflow at a time.

For ambitious companies that need senior engineering without building a team.

$30,000/month · 3-month initial engagement15-minute introductory call · no charge

Selected engineering experience

HeartSciencesGigsterVodafoneFox
Read the evidence

PEOPLE AND SOFTWARE, WORKING TOGETHER

See the next decision.

Follow incoming work through to a reviewed action. Software handles the routine steps; a person owns the judgment.

Two doctors in white coats review a clinical workstation together.
Two network operations specialists reviewing a routing decision
Three quantitative traders review price charts and spreadsheets across multiple monitors.
The handoff, made visibleIllustrative workflow
Clinical intelligence

Turn ECG analysis into clinical action.

  1. ECG receivedWaveform and study details checked
    Validated
  2. AI analysis completeModels add findings to the study
    Analyzed
  3. Doctor reviewsConfirm or correct the interpretation
    Human review
  4. Report releasedSigned result returns to the care team
    After sign-off
Clinicians keep the final say

Doctors can correct AI findings.

Network optimization

Optimize global roaming traffic.

  1. Partner routes rankedAI weighs demand, cost, quality and terms
    Ranked
  2. Operator confirmsKeep the ranking or change a partner
    Human review
  3. Traffic routedBest eligible partner selected automatically
    After review
  4. Performance monitoredNew conditions trigger the next ranking
    Continuous
Human override stays available

Operators can change the partner.

Investment operations

Execute the strategy. Escalate the risk.

  1. Portfolio assessedPositions, signals and mandate checked
    Assessed
  2. Execution optimizedAI ranks allocations and trade plans
    Planned
  3. Routine trades placedIn-mandate orders run automatically
    Within limits
  4. High-risk trades heldA portfolio manager approves or rejects
    Human approval
High-risk decisions need approval

Portfolio managers make the call.

AI analyzes. Clinicians review and sign.Autonomous routing. Operator control.Execution within limits. Risk with an owner.

01THE PERSON AND THE PROOF
Omar Trejo, founder of ML LABS
The OperatorOmar Trejo

The person you meet is the person who builds it.

Work directly with Omar from the first business question through daily use. He makes the engineering decisions and stays responsible for the system in production.

You bring the owner who knows the business. Omar brings senior judgment and AI agents that build and check the work in parallel. Feedback from your team becomes action continuously.

Meet your engineering partner →

What collaborators say

BUILD. RUN. KEEP IMPROVING.

An engineering partner for the next stage.

Your first release makes a single workflow useful. The ongoing relationship makes it better as your business keeps growing.

  • One prioritized delivery lane, with scope agreed in writing.
  • Current work and decisions are visible whenever you need them.
  • Active development and operation by the same senior operator.
Meet your engineering operator →

AI engineering partnership

$30,000/month

3 months initially. $90,000 total, billed monthly in advance. All prices in USD.

Start with one valuable workflow. Agree on each release’s scope, people, systems and success criteria before any work begins.

Explore the partnership Check the fee against your savings →
02HOW THE DECISIONS GET MADE

Start small enough to judge the work.

Agree the outcome before choosing the tools. Put working software in front of the people who will use it.

  1. 01

    Choose a measurable job

    Define one workflow, its owner and a baseline before any tool is chosen.

  2. 02

    Keep judgment visible

    Automate the repeatable work and route every uncertain case to a person.

  3. 03

    Own what happens next

    Review usage and exceptions, then let the evidence decide the next priority.

An executive and an operations lead reviewing one printed page at a meeting tableAn operations manager on a phone call in an office above a distribution floor
Built around your peopleThe owner decides.

COMMON QUESTIONS

The answers people ask for before the call.

Who does the work?

Omar Trejo is your engineering operator. You bring the owner of the business workflow; the two of you work directly together, with AI agents supporting delivery and independent verification.

A GOOD FIRST CONVERSATION

Which handoff is holding the operation back?

Bring the one that keeps coming up in your operating meeting. We'll work out whether it deserves an engineering engagement.

15 minutes · with Omar · no charge