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AI and Automation

AI Agents

AI Agents goes a step beyond an assistant that answers. An agent can read, draft, check and prepare work across your systems, then stop and ask before anything that counts. We deploy agents on OpenClaw, configure them across more than one provider, and design the approval step first.

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Who it is for

Clear support for the point you are at now.

The service is scoped around the current site, product or process so the next step is useful rather than overbuilt.

  • Businesses with operational work that follows a pattern but still needs judgement at the end.
  • Teams coordinating suppliers, stakeholders or bookings across email, CRM and documents.
  • Companies already using assistants who want them to do more than talk.
  • Owners who want the benefit of automation without handing over control.

We usually begin with a single task the agent would prepare, and agree who approves it before it ships.

Common problems

The practical issues this service is designed to clarify.

The work avoids broad promises and focuses on decisions, structure and code a business owner can act on.

Routine coordination eats the hours that should go on the work itself.

Nobody trusts an automated system to act without checking it.

An agent built on one provider stops when that provider does.

The line between what the agent may do and what a person must decide has never been written down.

Scope

What this can include, and what it does not include by default.

The exact scope is confirmed after an enquiry or audit. This keeps the work practical and avoids promises that need a larger brief.

Included

  • Agent design: what the agent may read, draft and do, and what it must hand to a person.
  • OpenClaw gateway deployment and configuration on managed infrastructure.
  • Multi-provider configuration with fallbacks, so a single provider outage is less likely to stop the work.
  • Human approval steps built into the workflow, not added afterwards.
  • Connections to your CRM, email, calendar and internal APIs.
  • Logging, usage limits and a review routine, so you can see what the agent did.

Not included by default

  • Fully autonomous agents with no approval step. We do not build those.
  • Agents that move money, sign anything or change access rights.
  • Model and provider costs, which are billed to you directly.
  • Guarantees about accuracy or unattended operation.

Related services

Useful next routes.

These routes can be combined once an audit or enquiry clarifies the safest scope.

01

AI Strategy and Discovery

A short, honest piece of work to find where AI would help your business, which provider fits, and where it would be theatre.

Explore service02

AI Assistants and Applications

Conversational assistants, AI search and recommendation systems that answer from your own product data, within rules you set.

Explore service03

Workflow and CRM Automation

n8n and GoHighLevel automation for enquiries, bookings, follow-ups and the internal tools that keep a small team moving.

Explore service

AI Agents

Ready to make this part of the work clearer?

Share the current website, platform, process or AI question and Studio Estila can recommend a sensible next step.

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