AI • AUTOMATION • WORKFLOWS

Smarter Workflows.
Less Repetitive Work.

We help businesses identify repetitive digital processes, connect the right tools and introduce automation or AI where it can make everyday workflows more efficient.

Automation starts with the process.

Not every business process needs AI, and automation is not useful simply because a task can technically be automated. The first step is understanding how the process currently works and where repetitive manual work actually occurs.

We look at the workflow, identify suitable automation opportunities and determine where AI can add value. The result can range from a simple automated task to a more connected multi-step digital workflow.

Automation & AI Workflows
from €1200

The starting price covers a practical automation project based on an agreed workflow, selected tools, integrations and implementation scope. The final cost depends on the number of systems involved, workflow complexity, required development and any third-party services used by the solution.

What we can automate.

Automation can be useful wherever information is repeatedly entered, transferred, processed or passed between people and digital systems.

Repetitive Tasks

Repetitive digital tasks can sometimes be automated so information does not have to be manually copied, processed or moved between systems.

AI-Assisted Workflows

AI can be introduced into selected parts of a workflow where classification, summarization, drafting or information processing can benefit from AI-supported handling.

Data & System Connections

Different digital tools can sometimes be connected through APIs, webhooks or automation platforms so information can move between systems more efficiently.

Lead & Enquiry Flows

Website enquiries can be connected to structured workflows that organize incoming information and support the next step in the business process.

What automation can include.

The exact implementation depends on the process. A typical automation project can combine several of the following elements.

  • Workflow and process mapping
  • Automation opportunity analysis
  • Trigger and action configuration
  • API and webhook integrations
  • Data transfer between systems
  • Form and enquiry workflows
  • AI-assisted information processing
  • Classification and summarization workflows
  • Notifications and workflow actions
  • Testing and initial optimization

Where automation can help.

The right automation depends on the actual business process. Common use cases can include information handling, communication, data transfer and repetitive administrative workflows.

Website Enquiries

Form submissions can trigger structured actions such as notifications, email processing, lead organization or follow-up steps.

Content Workflows

AI and automation can support research, content preparation, structuring, classification or other selected parts of a publishing workflow.

Data Processing

Information from supported sources can sometimes be transferred, transformed, classified or prepared for another system or workflow step.

Notifications & Alerts

Automated notifications can help teams respond to specific events, incoming information or changes within connected systems.

Focused automation or connected workflow?

Not every project needs a complex automation system. The simplest solution that reliably solves the actual problem is often the most practical starting point.

Focused Automation

Some projects only need one clearly defined task to be automated. Keeping the workflow simple can make it easier to understand, maintain and operate.

  • Single repetitive task
  • Simple triggers and actions
  • Limited system connections
  • Clearly defined workflow

Connected Workflow

More complex projects can connect several systems and steps into a single workflow, potentially combining APIs, automation platforms and AI services.

  • Multiple workflow steps
  • System and API connections
  • AI-assisted processing
  • Structured business logic

The goal is not to automate everything. A useful automation should solve a clearly defined problem, reduce unnecessary manual work and remain practical for the business to operate and maintain.

From process to working workflow.

The implementation starts with the existing process, not with a particular automation platform. Tools are selected according to the actual requirements.

01

Map the Process

We look at how the current workflow operates, what information is involved and where repetitive manual steps occur.

02

Find Opportunities

We identify which parts of the workflow could realistically benefit from automation or AI.

03

Build the Workflow

The selected tools, integrations and workflow logic are configured or developed around the actual project requirements.

04

Test & Improve

The workflow is tested with realistic scenarios and adjusted where necessary before being used as part of the normal business process.

The tools behind the automation.

Dev2Lab provides the workflow planning, integration and development work. The automation itself may use third-party platforms, APIs, software or AI services provided by other companies.

Dev2Lab Service

  • Process and workflow analysis
  • Automation planning
  • Tool and platform selection
  • Workflow configuration or development
  • Integration and testing

Third-Party Services

  • Automation platform subscriptions
  • API usage fees
  • AI model or AI service costs
  • External software subscriptions
  • Other provider-specific charges

Some automation platforms offer free or limited plans, while more advanced features, higher usage, additional tasks or larger workflows may require a paid plan or usage-based service. These third-party costs are paid directly to the respective provider and are separate from the Dev2Lab development price. 1

What is not included in the €1200 starting price?

The starting price covers a practical automation project within an agreed scope. Larger systems, specialist development and external services can require additional costs.

Larger Automation Systems

  • Complex multi-system platforms
  • Large custom business applications
  • Advanced custom API development
  • Extensive workflow architecture

External Costs

  • Automation platform subscriptions
  • API and usage fees
  • AI provider costs
  • Third-party software and services

Third-party platform and service costs are paid directly to the respective provider, not to Dev2Lab. If a project requires functionality outside the agreed automation scope, the additional work can be discussed and quoted separately before development begins.

Where AI fits into automation.

Traditional automation can move information, trigger actions and connect systems without AI. AI becomes useful when a workflow involves language, unstructured information or other tasks where AI-supported processing can add value.

For example, a workflow might receive information from a form or another source, process or classify the content, generate a structured result and then pass that information to another system or person.

Without AI

Traditional automation can transfer data, trigger actions, send notifications and connect systems based on clearly defined rules.

With AI

AI can be introduced where the workflow needs to interpret, classify, summarize, draft or otherwise process information that is less structured.

Defined AI Tasks

AI does not need unrestricted access to a business system. It can be limited to a specific task, information source or workflow step.

Human Oversight

Depending on the workflow, AI-generated results can remain subject to human review before important information or actions are passed further.

Frequently Asked Questions

Automation Basics

No. Many useful automations can be built without AI. AI is considered where it provides a practical advantage for the specific task or workflow.

Depending on the systems involved, automation can support repetitive tasks, form and enquiry processing, notifications, data transfers, content workflows, classification and other clearly defined digital processes.

In many cases, yes. The existing process first needs to be understood so suitable automation opportunities and technical requirements can be identified.

Implementation

Depending on the available APIs, webhooks, integrations and technical limitations, different digital systems can often be connected through automation platforms or custom integrations.

Depending on the tools involved, AI can be used to classify, summarize, structure or otherwise process information from supported sources before passing the result to another workflow step.

We can recommend a suitable approach based on the workflow requirements, existing systems and technical constraints. The appropriate platform or integration method depends on the individual project.

Depending on the selected solution, an external automation platform may offer a free or limited plan, while more advanced workflows or higher usage may require a paid subscription. Any such platform costs are separate from the Dev2Lab development service and are paid directly to the provider.

Yes, where the selected automation platform and AI service support the required integration. The AI provider may have its own subscription, API or usage-based costs, which are separate from the Dev2Lab project price.

Scope & Pricing

A practical automation project can involve process analysis, workflow planning, tool selection, configuration, integrations, testing and initial optimization. The €1200 starting price reflects this development and implementation work.

No. Third-party automation platforms, APIs, AI services and other external software may have their own subscription or usage costs. These costs are separate from the Dev2Lab development service and are paid directly to the respective provider.

They can. Projects involving multiple systems, extensive custom development, complex business logic or larger technical requirements may fall outside the €1200 starting scope and can be quoted separately.

Yes. Depending on the technical architecture, additional workflow steps, integrations, AI-assisted functions or connected systems can be introduced later as the business requirements develop.

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