LaurifexAI systems engineering

Most AI projects never make it past the demo

We find the process that is costing you hundreds of hours a month, build AI into the systems you already run, and stay to operate it. No platform to sell you, no handover-and-goodbye.

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Invoice intake before and after: five manual steps taking 14 hours a week, reduced to two automated steps taking 2 hours a week.BEFORE[MAIL][MANUAL CHECK][ERP]14 h / weekAFTER[MAIL][ORCHESTRATION]2 h / week
FIG. 1 — Invoice intake, measured before and after.
01

The method

  1. 01

    Baseline

    We measure which process, how many hours, who touches it, and where information falls through. No baseline, no project.

  2. 02

    Architecture

    You get a written implementation plan first. It stands on its own and it is yours whether or not you proceed.

  3. 03

    Integration

    The system goes inside the ERP, CRM, and document systems you already depend on, not beside them.

  4. 04

    Operations

    Monitoring, maintenance, and improvement are in the contract before signature.

02

Why us

Each claim is checkable today. None requires a case study.
We have no platform to sell you.No partner agreements with any vendor. Zero licence revenue. Verifiable on request.
We stay after go-live.Operations and monitoring are written into every proposal’s scope, visible before signature.
The architecture comes before the build.The implementation plan is a standalone paid deliverable, owned by the client.
We start where the hours are.A measured manual-hours baseline is a precondition of engagement.
03

The short version

Almost every company that tries AI has one good meeting. Something is demonstrated, it works, the room is impressed. Then the project is handed over, the people who understood it leave, and the system sits beside the ERP instead of inside it.

Six months later the work is being done by hand again, and nobody can say when that started — because nobody measured what it cost to begin with. That is the normal outcome, not the unlucky one. And it is rarely the model’s fault.

It is the parts of the job nobody sells: the measurement, the integration, the written architecture, and the years of operating the thing afterwards. Laurifex does those parts.

Engagement lifecycle: baseline, architecture, integration, and operations, all delivered by a single accountable team.01 BASELINE02 ARCHITECT03 INTEGRATE04 OPERATESINGLE ACCOUNTABLE TEAM
FIG. 2 — One team across the whole lifecycle.

Start with the measurement

Name the process that is costing you hours. We will tell you whether it is worth measuring before anything is built.

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