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Alliot Labs

AI agent development

Agents that carry the work end to end inside your systems

We build agents that do not stop at answering: they read, decide and act inside your systems. An agent can pull an invoice from email, check it against the purchase order, post it to the ERP and flag you only when something does not add up. Every action is logged, and the ones with consequences can be held for human approval.

What it solves

If any of these three sounds familiar, this is your door.

  • There are tasks that are always the same eight steps, and a person is still doing them.

  • The work stops at weekends or whenever somebody is on holiday.

  • Your systems do not talk to each other, and the bridge between them is a person copying and pasting.

What we build

The full scope, with no small print.

01Actually wired into your systems
ERP, CRM, email, databases and the tools that ship no official integration. An agent that cannot touch your systems is a demo, not an agent.
02Explicit business rules
What is company policy is written as a rule and not left to the model’s judgement. The model understands the case; the rule decides what is allowed.
03Human approval where it counts
Any step that moves money, personal data or a commitment to a customer goes through a person. Which ones those are is agreed with you before a line is written.
04An auditable log of every action
What it did, when, on what information and why. It is what lets you reverse something, and what saves you the day somebody asks who authorised that.
05Defined failure behaviour
What the agent does when a system stops responding or returns something unexpected. Retry, halt or escalate, depending on what is at stake.

How it is done

  1. 01

    Pick the first task

    We take the most repetitive, best-bounded process. Not the flashiest: the one that can be measured against how it is done today.

  2. 02

    Build with your team watching

    The agent is tested against real cases from the last month, odd ones included. The odd cases are what decide whether it works.

  3. 03

    Supervised go-live

    It starts with human approval on everything, and steps are released as the log proves it gets them right. Not the other way round.

What you get

What stays in your hands when the project ends, with or without us afterwards.

  • The agent running in your operation, not in a test environment.

  • The supervision panel, showing what it did and what it left pending.

  • Documentation of its rules and its limits.

  • Handover to the team that will run it.

We free your team from the repetitive work.

Frequently asked questions

What if the agent gets it wrong?

Steps with consequences go through human approval, and everything is logged so it can be reversed.

Can we start with a single task?

Yes, and it is what we recommend: automate one full process, measure it, then grow.

How is this different from a chatbot?

A chatbot converses; an agent carries out the work inside your systems.

Not sure which AI solution fits your company?

Book a free consultation with the team. No sales pitch: we tell you honestly how, and whether, artificial intelligence actually helps your operation.

Who you talk to

  • 20 years building technology
  • More than 10 companies of our own built
  • Custom projects in any industry