Why DEBIR: perimeter, identity and operation in one team
For companies operating in Mexico that want to adopt AI without losing control of their data, their voice and their operation.
The full positioning
DEBIR is the private AI practice that brings an open model inside the client’s perimeter, trains it on the client’s identity and operates the agents that run on it. Infrastructure providers sell compute. Consultancies sell strategy. Startups sell an agent for a single use case. DEBIR brings the three together: perimeter, identity and operation. We don’t sell compute: we design and install the perimeter, and the hardware belongs to the client.
Four kinds of provider, one empty column
No one in Mexico combines regulated privacy, brand identity and continuous operation. The identity column comes from years of brand craft.
| Who | Regulated privacy | Brand identity | Continuous operation | How we differ |
|---|---|---|---|---|
| Sovereign infrastructure | They sell compute. We sell what runs on it, one company at a time. | |||
| Private AI platforms | They sell the platform. We deliver the model already trained on your identity, and we operate it. | |||
| Vertical agents | They solve one process, sometimes very well. We design and operate the whole agent factory. | |||
| Global integrators | They bring many people and eighteen months. We bring a dedicated team and a working model in ten weeks. | |||
| DEBIR | The only offer that combines all three. |
covers · partial · does not offer. Providers are not named; the comparison is by type.
A dedicated team, from day one to month twelve
The same team that designs the system builds it and runs it. Context is not lost between phases.
Open models fine-tuned on each company’s identity, permissioned knowledge bases, filters and audit logs in production.
An impact assessment co-signed by a privacy law firm, a ten-document evidence file and attack testing led by your security team.
More than ten years of craft in brand voice, image and video for companies in Mexico, from banking and insurance to media and retail. It is the column a technology integrator cannot fill.
How we work
Leadership is in the room at every Discovery and every monthly committee. Each project names its technical, compliance and brand owners in the evidence file. We use the best models in the world to build your system, and a model that lives in your house to run it.
Debir: the inner chamber
In Solomon’s Temple, the debir was the inner chamber: a perfect cube where the most valuable things were kept, behind the hall and the portico. Its root shares the idea of speaking: the place from which one speaks.
The symbol and the seal
Three concentric squares: the portico, the hall and the chamber, solid in cobalt. A voice line leaves the center and crosses the walls without opening them: the only thing that goes out is the answer, in your voice and logged. The D in the name is drawn as a doorframe. Every trained model carries the seal Dabar, the DEBIR model: “word”, from the same root.
Discovery sessions, no commitment
With technology, compliance and two process owners. Includes an offline demonstration prepared for your sector, without using your company’s data.
Inventory and obligations
Data in four levels and a first review of what your sector requires.
Three candidate use cases
And the Assessment proposal. The Discovery is credited against the Assessment.
Founding clients program
Three seats, with an explicit discount in exchange for a publishable case and a reference.
Terms
Discovery and evidence pilot at no cost, Assessment at a discount, in exchange for a publishable case, a reference and feedback. Continuous operation is always paid at list price.