Chatbots and conversational AI agents
WhatsApp and web bots that respond, classify, and escalate conversations 24/7.
AI-powered technology solutions
Automation, AI, and custom software for large-scale operations.
Caipi Tech designs and builds AI-powered technology solutions — automation, agents, and custom software — for organizations with multiple brands, regions, or business units.
Vision agent · Caipi Tech
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Our philosophy
Technology adapts to your operation. Not the other way around.
We don't sell a closed-off tool — we design automation, agents, and software on top of the systems your organization already uses.
See how we work
The challenge
Operating at scale exposes what isn't standardized.
As an organization grows across brands, countries, or business units, processes fragment first — and technology follows.
Today
- — Different processes across brands, countries, and business units.
- — Thousands of conversations and documents reviewed manually.
- — Legacy systems that don't talk to each other.
- — No clear traceability of the decisions being made.
With automation + AI
- ✓ One automation standard, replicable across brands and countries.
- ✓ AI agents that respond, classify, and scale at volume.
- ✓ Integrations that connect existing systems without replacing them.
- ✓ Every agent decision logged and auditable.
Services
Six ways to bring AI into your operation.
Every service adapts to the stack you already use — no need to replace what already works.
AI agents for document analysis
Review contracts, files, and documents for due diligence processes.
Internal process automation
Workflows connecting CRMs, databases, and team tools, eliminating manual work.
Systems integration and modernization
Connect CRMs, ERPs, and legacy systems through APIs and automation, without replacing the entire stack.
AI-powered matching and scoring
Matching systems (e.g. buyer-seller) built with vector embeddings.
On-demand custom software with AI
End-to-end custom platforms built with AI-assisted development.
This is how our agents respond
Instant answers, with the judgment to know when to escalate.
An AI agent classifies and responds in seconds. When the conversation needs it, it hands off to a person — without the customer repeating anything.
Illustrative example conversation Caipi Tech agent
Hi, I'd like to check the status of order #4521
Order #4521 is on its way and arrives tomorrow before 6pm. Anything else?
Yes, can I change the delivery address?
Escalating to a human agent
How we work
We adapt to the stack you already have.
We don't sell a tool — we design on top of what your organization already uses.
Automation
Process orchestration across existing systems.
Backend
Data, authentication, and cloud infrastructure sized to the operation.
Integration
Custom API connections to any CRM, ERP, or proprietary system.
Channels
WhatsApp, web, or whichever channel is already used with customers.
AI
Works with whichever language-model provider best fits data policies.
Governance
Traceability and auditing over every AI agent decision.
Process
A clear path, from first conversation to scale.
01
Discovery
We map your operation, current systems, and the processes repeated across brands or units.
02
Design
We design the automation and AI agent architecture, fit to your existing stack.
03
Implementation
We build and integrate the solution with your systems, without disrupting operations.
04
Support
We support the launch and refine the system using real usage data.
05
Scaling
We extend the same standard to more brands, countries, or business units.
Scaling
One standard. No matter the country.
The same automation and AI agent model, replicated across every brand, country, or business unit you add to the operation.
Why Caipi Tech
Why Caipi Tech
Experience building, not just advising.
Institutional track record
Selected for the Tec de Monterrey × Meta accelerator; active in hackathons, including Google's Mexhaton at Mexico Tech Week 2025; several real products built and running under the Caipi Tech brand.
Use cases
- Chatbot for an appliance repair service
- Chatbot for a police training service
- Investor–SME matching platform
- Document due-diligence agents
- Conversational AI evaluation rubrics
- Vision agents for pest detection in vineyards and walnut orchards
- SME buy-sell marketplace with embeddings-based matching
- Custom software for a law firm, including AI contract generation
Security & governance
- Row-level access control and role-based authentication in every system.
- Every AI agent decision is logged and auditable.
- Responsible handling of legal, financial, and business documents, with access control.
Enterprise collaboration model
- A single dedicated point of contact.
- A team that scales with project scope and complexity.
- NDA available before sensitive information is shared.
- Ongoing support after delivery.
How we start
Three steps to know if we're a fit.
Frequently asked questions
Before you reach out.
Do we need to replace our current systems?
No. We design automation, agents, and software on top of the stack you already use — no need to replace what already works.
How is a project priced?
Every proposal is scoped to your operation. We define it together on the initial call and diagnosis, at no cost and with no obligation.
How long does implementation take?
It varies by scope — from a single automation to a full platform. We agree on a timeline together during the diagnosis.
What about the security of our information?
Every system has row-level access control and role-based authentication. We also offer an NDA before any sensitive information is shared.
Do you work with companies operating in multiple countries?
Yes — that's exactly why we design one automation standard, replicable across brands, countries, and business units.
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