AI Agents

Agents that complete tasks,
not just answer questions.

Most builders start with the technology. We start with the customer journey, so the agent solves the right problem and hands over to humans at the right moments.

Chatbot vs Agent

AI assistant / chatbotAI agent
What it doesAnswers questionsCompletes tasks and takes actions
Connects toA knowledge baseYour systems: CRM, booking, calendar, email, payments
WorksWhen askedOn triggers, on schedules or with ongoing autonomy
ScopeOne conversationA multi-step workflow, sometimes several agents working together
Example“What time is check-in?”Takes the enquiry, checks availability, quotes, books, sends confirmation, updates the CRM

Agent catalogue

Eight packaged starting points.

Each agent is a tested template we customise to your systems, tone and workflows. You are live in weeks, not months.

Sales & Proposal Agent

Researches prospects, drafts proposals and follow-ups for human review

B2B services, agencies

Lead Qualification Agent

Replies to enquiries in minutes, qualifies buyers, books viewings, updates the CRM

Real estate, high-ticket services

Client Onboarding Agent

Collects documents, checks completeness, answers FAQs, tracks progress

Legal, finance, relocation services

Customer Support Agent

Resolves routine tickets, escalates complex ones with full context

E-commerce, SaaS, service businesses

Insight Agent

Monitors reviews, surveys and analytics; sends weekly findings and alerts

Clients on the Continuous Improvement retainer

Operations Agent

Automates back-office work: reports, invoice chasing, data entry, handovers

SMEs with admin overload

Guest Concierge Agent

Handles multilingual guest questions, upsells, bookings and pre-arrival messages 24/7

Hotels, villas, tour operators

Booking & Scheduling Agent

Manages reservations, reminders, cancellations and waitlists

Golf, wellness, clinics, restaurants

How we build agents

The ENTRAILED Agent Lifecycle

The USP is steps 1 and 2. We start from the customer journey, not the technology - so the agent solves the right problem and hands over to humans at the right moments.

  1. 01

    Discover

    Journey and task mapping to find where an agent adds real value

  2. 02

    Design

    Agent Blueprint with goals, guardrails, tone and escalation rules

  3. 03

    Prototype

    5-day working demo connected to sample data

  4. 04

    Build & Integrate

    Systems, data, testing - connected to your CRM, PMS and tools

  5. 05

    Launch

    Human-in-the-loop pilot with real users and real data

  6. 06

    Operate & Improve

    Monitoring, tuning and feeding insights back into step 1

Every agent gets one

The Agent Blueprint

Before a single line of code, every agent gets a Blueprint that defines what it does, what it must never do, and how it hands over to humans.

Goal and KPIs

Response time, conversion, hours saved - measurable from day one

Task boundaries

What the agent owns vs what it hands to humans

Tools and permissions

Which systems it can access, and with what level of authority

Tone and languages

Matching your brand voice across EN, ES, DE, NL

Guardrails

What it must never do, escalation rules, approval steps for sensitive actions

Evaluation plan

Test scenarios and quality thresholds before go-live

Packages

From discovery to ongoing operations.

Agent Discovery Sprint

Opportunity mapping, 1 Agent Blueprint, business case

1–2 weeksfrom €2,500

Agent Starter

1 packaged agent, 1 channel, up to 2 integrations, pilot

3–4 weeksfrom €6,000

Agent Pro

Custom agent or multi-agent workflow, several channels and integrations

6–10 weeksfrom €15,000

AgentOps Retainer

Monitoring, tuning, new skills, monthly performance report

Monthlyfrom €450 / mo

Agent Academy

Team training to work alongside agents and manage them

1–2 daysOn request

Trust built in, not bolted on.

Human-in-the-loop

A person approves payments, contracts and other sensitive actions

Transparency

Users always know they are talking to an AI, as the EU AI Act requires

Monitoring

Logging, dashboards and monthly quality reviews

GDPR-compliant

EU hosting where required, data flows mapped and documented

Ready to put an agent to work?

Start with an Agent Discovery Sprint - in 1–2 weeks you will have a Blueprint, a business case and a clear next step.

Book a discovery call