Researcher and builder of AI systems
Research-led model and systems judgment
Applies a research approach to how high-trust workflows are scoped, hosted, and reviewed.
Founder leadership
Founder-led company-controlled AI
Dr. Omar Costilla Reyes scopes the workflow, shapes the hosting and model approach, and designs how human review works. You work with him directly.
- Research-led method
- Control discipline
Dr. Omar Costilla Reyes
Founder, Equ AI Factory
Profile
A specific point of view on hosting, models, and review
Equ is founder-led. Omar scopes the workflow, shapes the hosting and model approach, and designs how human review works, so the decisions come from the person you are talking to.
- Researcher and builder of AI systems
- Leads workflow scoping and hosting design
- Designs the human review step
Governance-aware design
Policy and governance in the design
Treats control requirements, review, and change approval as part of the design from the start.
Founder background supports the review. It does not replace delivery proof.View delivery proof
Role in delivery
What the founder does on every engagement
Omar leads the three decisions that shape the first workflow, so you work with the person making them.
Decision 01
Scopes the workflow
Turns business pain into one workflow with a clear owner, clear scope, and a measurable before-and-after state.
Decision 02
Shapes hosting and model approach
Chooses private cloud, VPC, or on-prem and the model approach that fit the workflow and its control needs.
Decision 03
Designs human review
Defines which work goes to people, who approves changes, and what gets retested before anything expands.
Delivery approach
How every engagement is run
The same four habits apply to a readiness sprint, a pilot build, and a scale partnership.
Principle 01
One workflow first
The work starts with a single workflow that has a business owner, a named reviewer, and a measurable before-and-after state.
Principle 02
Hosting decided before build
Private cloud, VPC, or on-prem is chosen with your technology owner, and the build plan is ready for leaders to review in week 2.
Principle 03
Review designed in
Which work goes to people, who approves changes, and what gets retested are written down before the pilot is released.
Principle 04
Expansion on evidence
More workflows are recommended only when the success criteria set at the start are met, with portability kept in the design.
Keep reading
- Delivery proof
The artifacts you can inspect before and after launch.
- Trust and delivery
How hosting, access, review, and change control are handled.
- How we work
From workflow review to a live pilot, step by step.
Next step
Talk to the person who would lead the work
Bring one workflow to a founder-led review, or inspect the delivery proof first.