Private AI for companies operating in MexicoAI comes to your data. Not the other way around.
An open model inside your perimeter, in your voice, operated with human oversight. Your data never leaves.
What DEBIR does
DEBIR brings a current-generation open model into your infrastructure, trains it on your identity and operates the agents that run on it. Your compliance team can read what the system does without asking us for anything.
Your rules, your voice, your model.
Perimeter, identity and operation
Who controls the data, the brand’s voice and day-to-day operation.
Perimeter
The data never leaves.
How
Sensitive and confidential data is consulted at answer time, with the permissions of whoever asks, and never trains the model. A company’s most valuable information is the information that cannot leave it.
Identity
The model speaks in your voice.
How
It learns tone, format and vocabulary from examples your experts approve. Every trained model carries the seal Dabar, the DEBIR model.
Operation
Someone reviews before anything goes out.
How
Agents gather, organize and hand off; they never decide alone. Every version is signed and everything goes into an audit log compliance reads without intermediaries.
Three entry verticals, one method for all of them
The first project never includes an automated decision about people.
Insurance
An assistant for the agent network and first notice of loss. It never decides coverage.
Financial services
An internal assistant for regulations, products and procedures. It never scores credit.
Telecom and media
Customer care in the brand’s voice and content with an approval queue. It never touches communication records.
Why these three, and what about the rest
In banking, insurance and telecom the regulator requires it. In manufacturing, retail, services and media the parent company, the client contract or trade secrets require it. All nine industries follow the same method: a use case to start with, one to defer, the regulator and who decides.
It starts with a Discovery. No one buys operation without seeing their own model work.
Is this project worth opening?
Where can AI come in without exposing data?
What does your model look like in your voice?
Who keeps it running in month twelve?
Assessment guarantee: if the final report does not identify a viable use case, the final 50% is not charged.
What evidence each step leaves
An impact assessment signed by Legal, a model card per version, a complete audit log, a test with questions your experts wrote and the model never saw, and an exit plan with the model weights in your hands.
People already use it. The committee doesn’t approve it.
of companies with more than one hundred employees in Mexico already use AI.
Bank of Mexico, Regional Economies Report, June 2026.get stuck in pilots that don’t scale.
Accenture, IPADE and the Global Companies Council, 2026.have a consolidated return on their investment.
KPMG Global AI Pulse, second quarter of 2026.of professionals in Mexico work with a personal AI tool.
Google Workspace, IDC and Provokers, 2025.
Mexico has no AI law. It does have a data protection authority that already fines.
The figure
A MXN 42.8 million fine against the Mexican Football Federation in July 2026 for processing biometric data without express consent, according to the Ministry of Anti-Corruption and Good Governance. Banning personal AI doesn’t work: only 30% of organizations have a clear policy and people keep using it on their phones.
An evidence file your regulator can read without asking us
Perimeter
The model runs where the data lives.
Human oversight
A person reviews before any effect on a customer, an employee or a system.
Evidence
Ten documents compliance reads without intermediaries.
The ten
Use policy, impact assessment, responsibility matrix, datasheet, model and agent registry, model card per version, incident response protocol, data processing agreement, service levels and exit plan.
Independent validation
Seven metrics, graded by your team. No one validates their own work.
Clean exit
The model weights are yours. Certified deletion.
What we don’t claim: that we are ISO 42001 certified. We are not. We deliver the documents an auditor of that standard would ask for.
A dedicated team, from day one to month twelve
Experts in AI, model training, compliance and brand identity. Leadership takes part in every Discovery and every monthly committee.
Open models fine-tuned on each company’s identity, permissioned knowledge bases, filters and audit logs in production. Every version is measured against your own questions.
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. The brand manual turned into a model, with an approval queue.
How we work
The same team that designs the system builds it and runs it; context is not lost between phases. Leadership is in the room at every Discovery and every monthly committee, and each project names its technical, compliance and brand owners in the evidence file.
Why DEBIR and not an integrator, a platform or a vertical agent
Sesiones de Discovery, sin compromiso
Con tecnología, cumplimiento y dos responsables de proceso. Incluye una demostración sin internet, preparada para tu sector y sin usar datos de tu empresa.
Inventario y obligaciones
Datos en cuatro niveles y primera revisión de lo que exige tu sector.
Tres casos candidatos
Y la propuesta de diagnóstico. El Discovery se acredita contra el diagnóstico.
Programa de clientes fundadores
Tres cupos, con descuento explícito a cambio de un caso publicable y una referencia.
Condiciones
Discovery y piloto de evidencia sin costo, diagnóstico con descuento, a cambio de caso publicable, referencia y retroalimentación. La operación continua se paga siempre a precio de lista.