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Mickey Liechtenstein
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Service

Automation

Routine tasks that run by themselves. I connect your systems and remove the manual work — orders, emails, documents, and cases that move on their own.

  • Mapping of manual, repeated workflows
  • Workflows, integrations, and API connections
  • n8n, custom code, or a standard integration
  • Logging, error handling, and monitoring
An automated workflow in a visual editor on a laptop: a form is received, data is validated, a contact and task are created, and a confirmation email is sent, with a branch to manual handling on errors

What I can help with

Many businesses spend time every week on tasks that follow the same steps over and over: data is copied from one solution to another, emails are sorted manually, documents are saved in several places, orders are keyed in again, and employees have to remember to follow up on certain events.

These are not always large or complex processes. Often they are small repetitions, each taking only a few minutes, but which together create unnecessary work, waiting time, and the risk of errors.

I help businesses map these workflows and assess where automation genuinely makes sense. It can be a simple connection between two systems, a workflow in n8n, an API integration, automatic handling of forms, or a more connected process across several solutions.

The work begins with the process — not the tool. First we need to understand what happens today, which data is involved, where the errors occur, and what still requires human judgement. Then we can choose a solution that fits the task and can be maintained.

Typical solutions

Dive into the details

The practical and technical side, grouped so you can jump straight to what matters to you.

Mapping workflows

We go through the process step by step and find repetitions, bottlenecks, manual handovers, and places where data is lost or has to be entered several times.

Workflow automation

Automated flows can react to forms, emails, files, orders, status changes, calendar events, and other concrete triggers.

Integration between systems

Data can be moved between, for example, WordPress, WooCommerce, accounting systems, CRM, spreadsheets, databases, mail platforms, and internal solutions.

API integrations

When systems offer API access, a controlled connection can be developed that sends, fetches, or updates data according to agreed rules.

n8n and automation platforms

n8n can be well suited to manageable workflows, integrations, and scheduled processes, but the choice depends on requirements for operations, security, and maintenance.

Documents, emails, and forms

Automation can help create, name, sort, validate, and forward information from documents, emails, and forms.

Monitoring and error handling

A workflow should not only work when everything goes right. Logging, alerts, retries, and manual checkpoints are an important part of the solution.

Operations and further development

After launch, workflows can be monitored, documented, and adjusted when systems, APIs, or workflows change.

Good candidates for automation typically have

  • Clear and repeated steps
  • Data in a reasonably consistent format
  • A known starting point and a clear result
  • Rules that can be described
  • A measurable amount of manual time spent
  • A responsible employee or process owner
  • A plan for exceptions and errors
  • A reasonable balance between gain, cost, and risk

A task is not automatically suited to automation just because it is repeated. If the process changes all the time, the data is unstructured, or each case requires professional judgement, full automation can create more problems than it solves. In such cases, partial automation can be a better choice.

What is workflow automation?

Hand-drawn diagram of an automation: a form is received, data is validated, data is saved, a mail is sent, and a task is created, with a branch to manual handling on errors
An automation begins with a trigger and then performs a series of steps according to fixed rules — with a clear path to manual handling when something is missing.

Workflow automation means that software performs one or more actions that would otherwise require manual effort. It can be moving data, creating a task, sending a message, checking a status, generating a document, or calling another system.

An automation normally begins with a trigger. It can be, for example, a customer filling in a form, an order changing status, a file being placed in a folder, or a certain time being reached. Then a series of steps is carried out according to fixed rules. A simple workflow can look like this:

  1. A customer fills in a form.
  2. The information is validated.
  3. The customer is created in the CRM system.
  4. A task is created for the responsible employee.
  5. The customer receives a confirmation.
  6. Errors or missing information are sent to manual handling.

Automation is therefore not necessarily about advanced artificial intelligence or large software projects. A simple, stable connection between two systems can provide more value than an extensive solution if it removes a concrete and frequent manual task.

How it works

  1. 01 You describe the process What employees do today, which systems are used, and where the problem arises. It need not be technical.
  2. 02 Workflow & access mapped Starting point, data, rules, responsibility, and exceptions; APIs, webhooks, licences, and limitations are examined.
  3. 03 The solution is scoped Workflow, testing, error handling, documentation, and responsibility described; for larger tasks a SOW. Optional proof of concept first.
  4. 04 Development & testing Integrations, rules, and actions are built; normal flows, missing data, duplicates, and errors are tested.
  5. 05 Go-live & operations Approval, optional gradual launch, documentation, and handover; then monitoring and ongoing improvement.

Selected cases

All cases

Frequently asked questions

What is process automation?

Process automation means that software carries out fixed steps in a workflow, for example moving data, creating records, sending messages, or checking status.

Which tasks can be automated?

Tasks with repeated, clear steps and consistent data are often good candidates. The specific suitability must be assessed based on process, risk, and economy.

Can all manual tasks be automated?

No. Tasks with many exceptions, unclear rules, or a need for professional judgement can be unsuitable for full automation.

What is the difference between automation and AI?

Automation performs actions according to rules. AI can, among other things, classify, summarise, or generate suggestions. AI can be part of a workflow, but it is not necessary for automation.

Do you work with n8n?

Yes. n8n can be used for workflows and integrations when it fits the task. The choice is assessed based on requirements for operations, security, and maintenance.

Can you connect our systems?

Often yes, if the systems offer an API, webhook, export, or other suitable access. Options and limitations are examined before the start.

What is an API integration?

It is a connection where systems exchange data or perform actions through a documented technical interface.

Can you integrate WooCommerce with e-conomic?

It can often be done, but the specific data flow, subscription, API access, and accounting process must be clarified.

Can you automate invoicing?

Parts of the invoicing process can often be automated, for example creating drafts or transferring order data. Rules, control, and responsibility must be agreed specifically.

Can you automate emails?

Yes, for example confirmations, internal notifications, follow-up, and forwarding. Content, consent, and error handling must fit the purpose.

Can documents be processed automatically?

Yes, in some cases documents can be named, sorted, converted, or have fixed information extracted. The result depends on format and data quality.

Can AI read the documents in the workflow?

It can be possible, but data requirements, error risk, and the need for control must be assessed. The AI part is treated as a component in the workflow.

Can the automation run around the clock?

Yes, if the chosen operation and the systems support it. Uptime also depends on third-party APIs, hosting, and maintenance.

What happens if a system is down?

The workflow should have an agreed strategy, for example retries, a queue, logging, or notification to a responsible employee.

How do you avoid duplicates?

It requires clear unique keys, checking before creation, and a concrete strategy for reruns and idempotency.

Is automation secure?

A sensible level of security can be established through access control, limited rights, secure storage of credentials, logging, and updates. No solution can be promised risk-free.

Do you process personal data?

It depends on the workflow. The data flow, systems, and responsibility must be mapped, and relevant data protection requirements handled.

Can you guarantee a particular time saving?

No. The gain depends on the process, data quality, exceptions, and the need for control. It can be assessed more realistically after mapping and testing.

What does an automation cost?

The price depends on systems, rules, data volume, integrations, testing, and operations. Scope and price are described before the start.

Can you give a fixed price?

Yes, once the task and the prerequisites are sufficiently clarified. Exploratory or ongoing parts can be agreed by time spent.

What is a proof of concept?

It is a limited test of the most uncertain or critical part. The purpose is to create knowledge before a larger investment.

How long does an automation project take?

It depends on complexity, access to systems, API documentation, test data, and feedback. The timeline is agreed in the project description.

What typically delays the project?

Missing system access, unclear rules, poor data quality, undocumented exceptions, and waiting time at third-party providers are common causes.

Who owns the workflow?

Ownership and access are described in the agreement. Third-party platforms and licences are subject to their own terms.

Does the workflow have to be hosted with you?

No. Depending on the solution, it can be on the customer's environment, with me, or with a relevant third-party provider.

Do you offer operations and monitoring?

Yes, it can be agreed separately. The scope can include monitoring, error handling, updates, and minor changes.

Can the workflow be changed later?

Yes, but changes in systems, data, and rules must be assessed and tested. Documentation makes further development easier.

Can you take over an existing automation?

Yes, if there is access to the workflow, code, accounts, and documentation. Before changes, the solution should be reviewed technically.

Can automation replace employees?

Automation can remove or reduce certain manual tasks, but that does not automatically mean whole roles can or should be replaced.

Do we need a finished specification?

No. It is enough to describe the process, the problem, and the systems involved. The clarification can be part of the process.

Can you review a quote from another supplier?

Yes, I can help assess scope, architecture, dependencies, and technical prerequisites. It is not legal advice.

Ready to take the next step?

Tell me what you are dealing with and what you want to achieve — you get an honest take on scope, options, and the next step.

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