SERVICE · REMOTE FROM MEXICO
AI chatbot development and applied AI for your business
AI is useful when it solves a concrete task: answering the same questions again and again, classifying messages, reading a document and pulling out its data. I build chatbots and LLM-powered workflows that do that work, connect to your systems and hand off to a person whatever they should not decide alone.
This is a fit if…
- You get a lot of repeated questions through WhatsApp, social media or your website.
- You need to filter and classify requests before someone handles them.
- Your team manually types data from menus, invoices, forms or documents.
- You want to try AI in your business with a narrow use case before investing more.
What you get
- Definition of the use case, tone and limits of the assistant.
- Chatbot for your website or the WhatsApp Business Platform, or an AI processing workflow.
- Knowledge base with your information: hours, services, policies.
- Hand-off to a person and conversation logs to improve answers.
- Testing with real questions and edge cases before launch.
How I work
- 01
Pick the use case
We look for the task with the most volume and the clearest rules. Starting narrow and doing it well beats starting broad.
- 02
Prepare the knowledge
We gather and organize the information the assistant may use; if it is not there, the assistant does not make it up.
- 03
Build and evaluate
I build the flow and evaluate it against real questions, measuring correct answers, wrong answers and hand-offs.
- 04
Launch and tune
We launch with supervision and refine using the conversations from the first weeks.
What I need from you
- The real questions you receive and how you answer them today.
- A WhatsApp Business account or the channel where the assistant will live.
- A person who receives the conversations that get handed off.
Good to know
- Language models can be wrong; that is why I limit what the assistant can state and route sensitive topics to a person.
- The WhatsApp Business Platform and AI models have usage costs billed separately.
- For health or financial data, strict rules define what information is requested and how it is stored.
Problems I solve with this service
WhatsApp chatbot for restaurants
Orders, reservations and common questions handled on WhatsApp (or SMS) without overloading your staff at rush hour.
Read solution →AI menu digitization for restaurants
Turn a printed menu, photo or PDF into a structured digital menu, ready to review and publish.
Read solution →Real estate chatbot that qualifies leads
Answers listing questions, asks the essentials and hands agents qualified leads with full context.
Read solution →Related work
Menu Engine
An MVP using AI to turn physical or unorganized menus into structured digital catalogs.
View case study →
ARE Engine
An engine connecting brand analysis, content generation and website creation for local businesses.
View case study →
NLP Pipeline
Multi-model extraction and translation of web content, with batch processing and consistency checks.
View case study →Make a better-informed decision
Frequently asked questions
Can the chatbot make up answers?
That is the main risk of generative AI. I reduce it by limiting the assistant to your information, instructing it to say "I don't know" when data is missing, and handing sensitive topics to a person.
Does it work on WhatsApp?
Yes, through the official WhatsApp Business Platform. It requires a verified number and has per-message costs set by Meta.
Which AI model do you use?
I choose based on the task, cost and privacy: models from OpenAI, Google Gemini or local models. I keep an intermediate layer so you can switch providers without rebuilding the system.
How much does an AI chatbot cost?
The channel (website or WhatsApp), the integrations (calendar, inventory, CRM) and conversation volume, which drives the monthly usage cost. An FAQ assistant is the simplest starting point.
Want to talk it through?
Tell me what you need to solve. I’ll reply with specific questions, a possible scope and a clear next step — no commitment.