Agents and assistants
Assistants that answer from your real data, agents that act with tightly scoped permissions, and digital assistants that make sure nothing falls through the cracks.
The problem
A generic chatbot will confidently tell your customers things that aren’t true: it makes up a price, promises a delivery date or hands out advice nobody asked for. An agent with broad access to your systems is a liability, not a helper. Meanwhile the day’s loose ends —the reminder, the call back, the heads-up to a colleague— still depend on someone remembering.
How we work
Every assistant we build is designed around a single source of truth. In the sales proposals we publish, the assistant knows the real prices and terms and is not allowed to stray from them; asked something outside its data, it says so and offers to pin it down with a person. The same rule applies on a storefront, in a client portal or on a support channel.
Agents that act on your systems do so through MCP servers with a deliberately narrow set of tools: they can search the catalogue or prepare a draft order, but they can’t run whatever they like. Anything that affects a customer comes out as a draft for a person to confirm, and every call is logged.
For schedules and to-dos we deploy digital personal assistants: agents with a defined remit —work, home, one specific person— that keep reminders and calendars, reply in their own Telegram topic and alert whoever needs to know.
What’s included
- Defining each assistant’s source of truth and ground rules.
- Connection to your channels: web, WhatsApp, Telegram, Instagram or email.
- Tool servers with least-privilege permissions and usage logs.
- Optional voice: transcription and spoken replies.
- Testing against real questions before launch, and regular reviews of answers.
Modules
Grounded assistants
They answer only from the information you give them, are forbidden from inventing prices or figures and say so when they don't know.
Digital personal assistants
Telegram agents that keep reminders and calendars by topic and nudge each person about what's theirs.
Connected messaging
WhatsApp, Telegram and Instagram in a single service, with the history stored and searchable.
Drafts with sign-off
Replies, emails and changes come out as drafts and are never sent without a person confirming them.
Voice
Microphone dictation and spoken replies, including in the professional's own cloned voice.
Least-privilege tools
Agents reach your store, warehouse, email or catalogue through federated MCP servers, each with a narrow, audited surface.
Storefront assistant
An on-site chat that answers by searching the store's live catalogue.
Related cases
Sistema Galán: an interactive proposal for a bodybuilding coach
A proposal you can walk through, listen to and question: 23 modules to digitise the method of a coach who still runs it all by hand, with an AI assistant and screens for every phase.
View case →
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