Enterprise AI · Agents
AI agents and chatbots for enterprises.
We design agents and assistants that query and act on your ERP, CRM or databases, with permissions, traceability and handoff to people. From pilot to production, run with AI Management.
What we build
AI that works with your systems.
Agents, chatbots, virtual assistants, computer vision and OCR integrated into your operations. Solutions already running in government, healthcare, retail and industry.
Agents connected to your systems
They query and act on your ERP, CRM or databases, with permissions and traceability.
Chatbots and virtual assistants
They answer customers or internal teams and hand off to a person when needed.
AI process automation
End-to-end processes that run on their own.
Computer vision and OCR
Image recognition and document reading, such as the OCR that reads hour meters and fuel meters at a mining operation.
AI in mobile apps
Assistants and smart features inside your apps.
Predictive models
They anticipate demand, risks or failures so you can decide with data.
How we work
From pilot to production.
- 01
Assessment
We choose the process with the most value and feasibility.
- 02
Agent design
We define its tools, its permissions and when it hands off to a person.
- 03
Production
We integrate it with your systems and track its KPIs from day one.
- 04
Operations
AI Management monitors the agent, its token usage and its guardrails.
Learn more
Success stories
Agents and assistants in production.
Pharmaceutical

3languages with voice
AI virtual assistant in Japanese, English and Portuguese
Terumo
- Data & AI
- Software
Security · 911
3languages: French, Japanese and English
Translator for 911 operators
C5 Baja California Sur
- Data & AI
- Software
Fashion · Generative AI
0photo shoots needed
Generative AI avatars that transform campaigns
Fashion brand
- Data & AI
Mining · Field data
7operational workflow steps digitized
Smart mine: centralized operations with OCR and biometrics
Mining operation
- Data & AI
- Software
- Infra & Cloud
Banking · Security
+20Malerts processed per month
Intelligent monitoring middleware for 1,400 bank branches
Bank with 1,400 branches
- Infra & Cloud
- Data & AI
- Cybersecurity
Public safety
+43Kreports handled by chatbot
Comprehensive police management platform with chatbots
Policía Municipal de Morelia
- Software
- Data & AI
- Infra & Cloud
- Cybersecurity
Frequently asked questions
Questions about AI agents.
Can you build an AI agent connected to our systems?
Yes. We design agents and assistants that query and act on your ERP, CRM or databases, with permissions, traceability and handoff to people.
What is the difference between a chatbot and an AI agent?
A chatbot converses and answers. An agent also acts: it queries systems, runs tasks and hands off to a person when needed. We build both, depending on the process.
How do you control what an agent does?
With scoped permissions, a log of every action and human validation in critical processes. AI Management monitors its performance and token usage.
What technology do you build agents with?
We are a Claude (Anthropic) partner for generative AI and agents, and we run on AWS as an AWS Partner (Select Tier Services).
More enterprise AI
- AI implementationFrom assessment to operations: how we implement AI in your company.
- AI governancePermissions, traceability, human validation and costs under control.
- AI trainingHackLab on three levels: C-Level, managers and IT teams.
- Claude for businessClaude and Claude Code implementation with a Claude partner.
Which process should an agent take on?
Book an assessment: we pick the process with the most value and take it to production with governance.



