All systems operational200+ sites monitoredResponse SLA <4hENES
AI & automation

AI that cites the document it read.

n8n workflows, assistants and retrieval over your own documents — built so every answer carries the passage it came from and every automation leaves a log your team can read.

4
Surfaces, one codebase

WelcomeAI: workspace, site, widget, admin

200+
Sites running

Built and actively maintained

<4h
Response SLA

Critical issue response

12+
Years building

The plumbing under the model

What we do with AI

Four kinds of work.

Most engagements start with one and grow into the rest.

01

Workflow automation

The handoffs between your systems, written as an n8n workflow you can open, read and re-run — not a script living on one person’s laptop.

  • Workflow design & build
  • Workflow versioning & export
  • Retries & error branches
  • Run logs your team can read
  • Webhook & schedule triggers
02

Chatbots & assistants

An assistant that answers from your material and hands over to a person when it cannot. Scoped to what it is allowed to say before it is scoped to how it sounds.

  • Answer scope & refusal rules
  • Embeddable widget
  • A citation on every answer
  • EN / ES
  • Conversation review
03

Answers from your own documents

Retrieval over the documents you already have, so the assistant quotes your policy instead of improvising one. It is the pattern behind WelcomeAI, our own multi-tenant platform.

  • Document indexing & chunking
  • PostgreSQL with pgvector
  • A citation on every answer
  • Per-tenant isolation
  • Re-index on document change
04

Custom AI integrations

Models wired into the systems you already run: a classifier on inbound tickets, a drafting step inside the CMS, a summary written back to the CRM.

  • Model APIs behind your own endpoints
  • Prompt & output versioning
  • Cost and rate-limit ceilings
  • Human review before anything publishes
How we work

Your documents. Your keys.
Our responsibility.

Deliverable

A workflow you can read

Every engagement ends with the workflows and prompts in your own account, a written note on what each one does and when it fires, and a handover call with your team.

A model is not a substitute for a correct document

Retrieval answers from what you wrote. If the policy page is wrong, the assistant is wrong — so the first week usually goes on the documents, not the prompt.

An answer without a citation is not an answer

Every response points back at the passage it came from. That is what turns a wrong answer into a document you can fix instead of a prompt you can only guess at.

Nothing reaches a customer unreviewed

Automations draft, classify and route. A person approves anything that goes out under your name or changes a record that matters.

Have a process nobody wants to do by hand?

Send us the steps. We will tell you which ones are worth automating and which ones are not.

No commitment. Just a conversation.
AI & automation questions