Approach

Our approach

AI only works when it is connected to how your business actually runs: your systems, your data, and your people.

Connects to the tools you already use.

Integrations

CRM, email, calendars, accounting, phones, and databases. Your team keeps its tools, and the AI works inside them.

A map of how your business works.

Ontology

Your clients, jobs, documents, and rules, and how they connect, written down so every agent works from the same picture. When you switch AI models, your map of the business stays. Nothing has to be rebuilt.

The AI that does the work.

AI

It takes one of two forms, inside the systems you already use, with your team approving what matters.

  • AgentsSoftware that does a task for you.
  • WorkflowsA process that runs from start to finish.

Limits on what the AI is allowed to do.

Guardrails

It only reaches the systems and actions you approve and works within the permissions you set. Anything sensitive or unusual waits for a person.

Tests that check the AI gets it right.

Evals

We build a set of real examples from your business and score the system against them before it goes live and whenever something changes, so you know it works instead of hoping it does.

Making it faster and cheaper over time.

Optimization

Each task gets the right-sized AI, and wasted steps get cut, so your running costs go down while quality holds.

People stay in control

  • Limits set what the AI can reach. Approvals decide what goes out.
  • Your team approves anything that reaches a client, posts to your books, or changes a record you rely on.
  • You decide where those checkpoints sit, and every action is logged.
  1. AI:AI prepares the work
  2. Person approves:Your team approves
  3. Lands in:Your clients and systems

Models and your data

  • Access to the leading AI providers

    We work with Anthropic, OpenAI, and Google Cloud, and review new models as they ship.

  • Local models, your hardware

    We can deploy local models on your own hardware or private cloud, so your data stays with you when it needs to.

Why MLS

  1. 01

    The right model for each job

    We work with Anthropic, OpenAI and Google, and we can deploy local models on your own hardware or private cloud, so each job gets the right model.

  2. 02

    Built for firms like yours

    Owner-run and mid-market firms in accounting, finance, law, construction, and distribution.

  3. 03

    Your team approves

    Your team approves the steps that matter.

  4. 04

    Your data, your systems

    Your data can stay inside your own systems when it needs to.

Tell us what's slowing you down.

Start a conversation

A real person replies within one business day.