GLM is the only model
optimizing RAGJur.
BeansTech is a Brazilian AI infrastructure company already running GLM-5 in production. We want to scale it and become Z.ai's first deployment partner in LATAM.
Why GLM — not Claude, not GPT — is the only fit for Brazilian LegalTech
In Brazilian legal practice, a fabricated AI citation isn't an embarrassment — it's a disciplinary violation under the OAB Code of Ethics (CED, art. 2º). A lawyer can lose their license. This is why every LegalTech startup in Brazil hits the same wall: the model hallucinates, trust collapses, churn follows.
GLM is the only model that satisfies the triangle: low cost + low baseline hallucination + strong PT-BR legal reasoning. Claude and GPT price the product out of the Brazilian market at 67M-decision scale. Llama hallucinates too much. GLM is the only fit.
GLM-5 handles 90%+ of inference volume. Removing it breaks the unit economics of nationwide land regularization.
Three expansion vectors for GLM-5.2
Scale useco2.ai
Nationwide land regularization in Brazil — millions of properties. More GLM throughput = direct revenue. 30-agent workflow in production today.
Migrate RAGJur → GLM-5.2
Our INPI-filed anti-hallucination protocol indexing 67M+ court decisions from 100 Brazilian courts. GLM-5.2's long context + PT-BR quality = ideal reasoning backend.
Launch e-arbitragem.ai
Digital arbitration chamber born from the founder's Master's research in Law & New Technologies. Brazilian Arbitration Act + UNCITRAL + IBA Guidelines.
Lawyer, 12 years at Brazil's Superior Military Tribunal (7 as legal advisor to Admirals, including the current STM President). 5 postgraduate degrees. GCP Digital Leader, Google for Startups, Claude Partner.
After ~90,000 Claude chat turns over 3.5 months, I chose GLM for production. When a power-user of Claude's stack makes that call, it's not a casual preference.
- Master's candidate, Law & New Technologies
- 5 postgraduate degrees (Cloud, LGPD, Criminal Procedure, Growth+AI, EdTech)
- 12 years STM — 7 as advisor to Fleet Admirals
- Google Cloud Digital Leader · Google for Startups
- Claude Partner (Anthropic)
- Open-source Apache 2.0 · AI security for Judiciary (OWASP LLM01:2025)
BeansTech's Health vertical (beanshealth.com.br hub + 9 portals including dodr.ai, drhealth.tech, exame.tech, prontuario.tech) drew a request from a tier-1 São Paulo hospital's innovation team to learn more about our AI infrastructure for clinical research reproducibility. Early conversation — not a contract — but validation that the platform is on the radar of the most AI-mature hospitals in Brazil.
No Z.ai partner serves Portuguese-language regulated LegalTech today.
We want to be the first.
+55 (11) 92507-9058 · São Paulo, Brazil