AI & automation

AI creates value when a specific process improves.

TM-Connect starts with recurring work, information flows and decisions. Suitable tasks become a controlled pilot with clear value, data boundaries and human approval.

No AI project without a process goal, ownership and a defined human control point.

Starting points

Where potential becomes visible.

Not every task needs AI. Good candidates are recurring, bounded and measurable.

01 · Inbox

Distribute information

Capture and classify enquiries and prepare transparent handover.

02 · Knowledge

Prepare responses

Make distributed information available for a human-reviewed answer.

03 · Documents

Structure content

Prepare recurring documents, fields and checks.

04 · Control

Track tasks

Derive tasks, deadlines and ownership from information.

Pilot path

From process problem to reliable pilot.

  1. 01

    Observe

    Capture recurring work and friction.

  2. 02

    Prioritise

    Compare value, risk, data and effort.

  3. 03

    Design

    Define target process and human controls.

  4. 04

    Build

    Create a bounded pilot without automatic publishing.

  5. 05

    Validate

    Assess real cases, failure modes and acceptance.

  6. 06

    Decide

    Document expansion, adjustment or stop.

Service view

Building blocks of a controlled AI pilot.

Technology follows the process. Data access, output quality and approval are defined before piloting.

USE

Use case

Define a specific problem, user and expected result.

DATA

Data boundary

Assess sources, access, quality and sensitive content.

FLOW

Process design

Model input, processing, control, handover and exceptions.

HITL

Human approval

Critical results remain unpublished until explicitly reviewed.

PILOT

Bounded pilot

Use a small scope, real validation cases and reviewable criteria.

OPS

Operating model

Include ownership, monitoring, change and shutdown.

Starting situations

Concrete, careful applications.

01

Property management

Classify enquiries and prepare response drafts for human approval.

02

Sales

Bring contact information and open steps together.

03

Project coordination

Structure minutes, tasks and status information.

TM-Connect value

Process understanding before automation.

TM-Connect combines assessment, controlled process design and technical coordination, keeping AI preparation and human decisions transparent.

  • No autonomous publishing
  • No outcome guarantee
  • Pilot with documented control point

FAQ

AI and automation FAQs

Which processes suit a pilot?

Bounded recurring tasks with available data, clear ownership and a reviewable result.

Does AI decide autonomously?

The pilots described here explicitly include human control and approval points.

How are privacy and security considered?

Data types, access, providers and operating model require technical and legal review before piloting.

Are savings guaranteed?

No. Value and effort are reviewed against agreed criteria in the actual process.

Next step

Which recurring process consumes unnecessary time?

We assess whether it can become a clearly bounded, controlled pilot.