The AI consulting firm your company in Mexico actually needs.
Numoru helps ambitious companies in Mexico and Latin America take AI from slideware to production: agents that execute, RAG systems that scale and AI Act compliance your legal team will sign off on.
Why Numoru
100 % senior team, no offshoring
The engineer who scopes your project writes the code. Zero templates, zero junior swap-in.
We work in Spanish, English and Portuguese
Full Latin America coverage from a Mexico City base. Docs, evals and support in your language.
Open research, open-source delivery
We publish benchmarks, datasets and technical articles. You get the solution and the knowledge to maintain it.
KPIs before any code is written
We define success metrics on day one and report each sprint. No promises that aren't measured.
AI services
Enterprise AI agents
Agents that automate real processes with LangGraph, custom tools and guardrails. From voice receptionists to CRM-orchestrating agents.
Production RAG systems
Retrieval pipelines with embeddings, re-ranking, continuous evals and observability. So your chatbot stops hallucinating.
Model Context Protocol (MCP) implementation
MCP servers for Postgres, Gmail, Slack and internal APIs. Your models read live data instead of stale snapshots.
AI Act & LATAM regulatory compliance
Traceability, versioned evals, prompt logging, data governance and documentation aligned with the EU AI Act, GDPR and emerging frameworks in MX, BR and CL.
Spanish-language model fine-tuning
LLMs adapted to clinical (ICD-10), legal and financial Spanish vocabulary. Better quality, lower cost and latency.
LLM evals & observability
Promptfoo in CI/CD, Langfuse in production and quality dashboards. We catch drift before your users do.
How we work
Discover
Free discovery call. We map stakeholders, define the problem and validate technical feasibility.
Design
Technical architecture, sprint roadmap, measurable KPIs and budget. Proposal in less than 7 days.
Execute
Two-week sprints, Friday demos, code in your repo from day one, transparent comms on Slack.
Evolve
Post-deploy support, product evolution and knowledge transfer. You become autonomous, not dependent.
Results we deliver
Financial fraud
ML detection system for a LATAM fintech. Sustained reduction in 4 months.
Automated / month
Intelligent automation platform for an insurer. Positive ROI in 90 days.
Faster to market
Cloud-native + CI/CD for a marketplace. From 6-week to daily releases.
Frequently asked questions
How much does an AI project with Numoru cost?+
Projects typically start at USD 30,000 and scale with scope. After the free discovery call we send a fixed or per-sprint budget — no surprises.
How fast can a project start?+
Most engagements kick off within 2 weeks of signing. For regulatory or fraud emergencies we can start within 72 hours.
Do you work with in-house teams or replace them?+
Both. We can lead a project end-to-end or embed as a senior squad alongside your team. We always transfer knowledge.
How do you handle sensitive data and compliance?+
We work under standard NDAs, with self-hosted deployments (Digital Ocean, AWS), encryption in transit and at rest, and auditable pipelines aligned with the EU AI Act and GDPR.
Do you serve clients outside Mexico?+
Yes. We work in Spanish, English and Portuguese with clients in the US, Brazil, Argentina, Chile, Colombia and Peru. The CDMX base is a preference, not a constraint.
What happens after deployment?+
We offer monthly support plans (SLA, monitoring, continuous evals) or full knowledge transfer if your team will run the system. Your call.
Ready to take your AI to production?
Tell us your challenge. If we can help, we'll say so. If not, we'll say so too — and recommend someone who can.
Start a conversation