AI virtual assistants that answer with your company knowledge
Chatbots and virtual assistants that serve your customers 24×7 on WhatsApp, web and your channels — with answers based on your real information, not generic ones. From pilot to production, with evaluated AI and continuous operation.
Most chatbots frustrate because they repeat a menu of options and do not understand what the customer is really asking. Generative AI virtual assistants change that experience: they converse in natural language and answer with your real company knowledge —catalogs, policies, manuals, FAQs— clearly and available 24×7. At Caleidos we design them to resolve, not to entertain: we start with your highest-volume cases, take them to production with evaluated AI to avoid made-up answers, and hand off to a person when the case calls for it. For a complete service operation with voice, chat and human agents we integrate them with our Omnichannel Contact Center, and for more complex cases we add AI agents that execute actions.
What you get with Caleidos
They answer with your knowledge, not generic
The assistant connects to your real information —catalogs, policies, manuals, FAQs, systems— and answers based on it. No vague replies: it responds like your best agent would, with the right source behind it.
24×7 service on your customer channels
WhatsApp, your website, your app or social media: the customer gets an immediate answer at any hour, no queues or business hours. The first line of service stops being a bottleneck.
Your team focuses on what matters
The assistant resolves repetitive, high-volume queries and hands off sensitive or complex cases to a person with full context. Less operational load and better-served customers.
Measured quality and continuous improvement
Every conversation is evaluated: what it resolved, what it handed off, where it erred. With that data we tune the assistant week by week so it answers better and covers more cases with confidence.
How we work
We identify the highest-impact cases
We analyze your service volume and pick the most frequent and costly queries. We start where the assistant frees the most time and improves the experience the most.
We connect your knowledge
We integrate catalogs, policies, manuals and systems so the assistant answers with your real information. We define your brand tone and the limits of what it can and cannot answer.
To production with evaluated AI
We deploy on AWS with an evaluation layer that controls quality and avoids made-up answers. We launch on the right channel with handoff to a person when needed.
We operate and improve
We measure resolution, satisfaction and handed-off cases, and expand the assistant coverage over time. Continuous operation is covered by Caleidos Lens© 24×7.
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Read full case →Tech stack
What we get asked the most
What is an AI virtual assistant?
It is software that converses with your customers in natural language and answers with your company knowledge. Unlike a menu-based chatbot, it understands what the person asks even when phrased in many ways, and gives a concrete answer based on your real information (catalogs, policies, FAQs). It can serve on WhatsApp, your website or your apps, 24 hours a day.
How is it different from a traditional rule-based chatbot?
A traditional chatbot follows a fixed option tree ("press 1, press 2") and gets lost as soon as the customer leaves the script. A generative AI assistant understands natural language, keeps the conversation context and answers based on your knowledge, not pre-recorded phrases. The result is service that resolves instead of frustrating.
Can it serve on WhatsApp and on my website?
Yes. We deploy it on the channels where your customer is: WhatsApp, your website chat, your mobile app or social media. The same knowledge base answers consistently across all channels, with your brand tone.
How do you prevent the assistant from making up answers?
Two things. First, the assistant answers over your verified information (a technique called RAG), not from its general memory. Second, we add a mandatory evaluation layer that reviews answer quality and applies limits for out-of-scope topics. When a query is sensitive or the assistant is not certain, it hands off to a person with full context. We go deeper on this discipline in Agentic AI.
Does it integrate with my CRM and systems?
Yes. The assistant can query your CRM, ERP, ticketing system or databases to give personalized answers (an order status, account data) and log the conversation where your team needs it. Integrations are defined based on your current systems.
Does it replace my customer service team?
No: it empowers them. The assistant resolves the high volume of repetitive queries and frees your team for the cases that truly require human judgment —the most complex or sensitive ones— which they reach with all the context already gathered. Service improves and the team works with less saturation. For a complete operation with voice and human agents, see the Omnichannel Contact Center.
How much does implementing a virtual assistant cost?
Scope and investment are defined with you after understanding your case: channels, service volume, systems to integrate and operating model. Let's have a conversation to put together a tailored proposal.
Ready to get started?
Tell us about your challenge. No pitch, no commitment. Just understanding.
Let's talk about your virtual assistant