Practical AI. Automation that does useful work.

Workflow automation that connects the whole task

We automate repeatable processes that move information between people and systems. The service can cover an enquiry being assigned, an order exception being raised for review, a product record being prepared or a document being passed to the next person. We develop the sequence around the result your team needs to achieve.

Our work includes the rules that trigger a workflow, the data it requires and the actions it is permitted to take. We connect the relevant applications and build the processing needed between them. Where an existing platform feature can deliver the requirement cleanly, we can configure it; where the process needs custom logic, we develop that functionality.

We also account for the less convenient parts of day-to-day work: incomplete records, unavailable services, duplicate events and tasks that need a person to decide what happens next. Those conditions are designed into the workflow so staff have a useful way to review and recover the work.

Our dedicated AI and workflow automation service covers implementation in detail. You receive a working process, the controls needed to operate it and an explanation of its responsibilities. The objective is to reduce unnecessary handling while making the remaining work easier to manage.

AI assistants connected to your business information

We develop AI-assisted tools for tasks such as finding information, preparing an answer or helping staff work through an internal process. The assistant is designed around a defined audience, approved information and a useful set of actions. We start with the role it needs to perform and build the supporting application around that role.

Our service includes connecting the relevant information sources, designing the interaction and implementing the boundaries on access and action. An internal assistant may need to retrieve product guidance, policy information or operational instructions. A customer-facing tool may need a much narrower scope and a clear route to a person when the request falls outside it.

We test the tool with representative questions and difficult cases, including missing information and ambiguous requests. The design should make uncertainty visible and provide a useful fallback. Where a response could affect a customer or a business record, we agree the review or approval needed before the action is completed.

The deliverable is an application with a defined purpose and operating process. We can support improvements to the information, interface and evaluation as it is used. We do not assume that connecting a model to a document folder is enough to create a dependable business service; the surrounding development is part of the work Midoriweb provides.

Document processing and structured information

We build workflows that take information from documents and prepare it for use in another system. This can include extracting agreed fields, classifying an incoming document or creating a draft record for review. The value comes from connecting the processing to the task your team needs to complete.

Our implementation defines the document types, required fields and checks applied to the output. We account for layout variations, missing values and records that cannot be interpreted reliably. Where a business decision or uncertain value needs review, the workflow presents it to a person with the relevant source information available.

We can connect the reviewed result to an ecommerce platform, CRM or other business application through our integration services. That avoids creating another isolated output that staff have to copy manually. The destination rules, record matching and permissions are handled as part of the connection.

Testing uses suitable examples that reflect the documents the business actually receives. We review the accuracy and handling effort for the defined task, including the exceptions. This gives you evidence for deciding whether to extend the workflow and what additional review or input preparation is needed.

Content and catalogue operations

Midoriweb develops tools that support the preparation and maintenance of website content. For ecommerce, this can mean organising supplier information, preparing draft product descriptions, checking required fields or identifying records that need attention. The service is designed to help your team maintain a useful catalogue while retaining control over what is published.

We define which information is authoritative and which parts of the output may be drafted or transformed. Product specifications, compatibility statements and other factual claims need a reliable source. We can build checks that flag missing information and route uncertain records for review instead of allowing a convincing but unsupported description to pass unnoticed.

The workflow can include editorial review, approval and the transfer of accepted content into the store. Our Magento and integration expertise lets us work with attributes, product relationships and the platform's publishing process. That makes the tool useful within the catalogue operation rather than as an unrelated text-generation interface.

We can also help with content classification, internal search preparation and the handling of routine content requests. Each task is assessed on its own merits. Where straightforward rules or a conventional import can deliver the requirement more simply, we use those methods and reserve AI for the parts that benefit from interpretation.

Human control built into the workflow

We design automation with a clear account of who can initiate work, what the system can change and where a person remains responsible. Those decisions are part of the functionality, not a separate document added after the tool has been built. They help your team use the result with an understanding of its role.

For some tasks, human review belongs before any external action. For others, the workflow can complete an agreed routine step and raise exceptions. We work with you to choose the appropriate boundary, considering the effect of an incorrect result and the information available to review it.

Our development can include approval screens, access controls, action logs and a way to stop or rerun work within the agreed design. We make the source and output available where a reviewer needs to compare them. That supports useful oversight without requiring staff to reconstruct every step manually.

Data handling is also scoped deliberately. We establish which systems and information the workflow needs, which providers are involved and who owns the relevant configuration. Your business makes the applicable policy and commercial decisions; Midoriweb implements the agreed technical controls and makes dependencies visible.

Focused pilots with a route to production

We deliver focused automation pilots when a business needs to establish feasibility and value before committing to a wider implementation. The pilot has a defined task, representative inputs and agreed criteria for assessing the result. It produces evidence about the workflow and the work required to operate it.

We agree a baseline for the current process where one can be measured. The review can consider handling time, error patterns, review effort and the cost of running the proposed solution. We also examine whether the result is usable by the staff who will depend on it. A successful demonstration alone does not answer those operational questions.

The pilot's outcome includes a recommendation for the next stage. That might be a production implementation, a narrower workflow, better source information or a different technical approach. We explain the decision in terms of the evidence gathered and the remaining development, integration and support needs.

Where the pilot supports proceeding, we can build the production workflow and its operating controls. Our service extends to deployment, documentation and ongoing development, giving you continuity from an initial idea to a maintained application. The practical AI guide explains how to select a useful first project.

Why Midoriweb for AI and automation?

We bring software engineering and business-system integration to the work. That matters because an automation must receive the right information, make the intended changes and fit into a process someone owns. Our role includes those connections and controls alongside the AI component, where one is useful.

Our ecommerce expertise provides a practical foundation for workflows involving products, orders, stock and customer information. We understand the difference between generating a draft and updating a trading system, and we can develop the platform functionality needed around the workflow. The implementation is designed with those consequences in view.

We also give you a concrete scope and a result you can assess. We define the task, build the agreed workflow and show how it behaves with relevant examples. The handover explains its operation and limitations so you can decide how to use it and where further improvement is worthwhile.

We also design the screens people need to manage the work. A reviewer should be able to see the incoming record, understand the proposed action and correct or reject it without searching through several applications. That interface can be as important to the value of the automation as the processing behind it, and we include it in the development scope where required.

Work with us on the right starting point

You can engage Midoriweb to define an automation opportunity, build a specific workflow or improve an existing tool. We can also support the integration and application development around a solution selected by your business. The arrangement depends on the work needed, with responsibilities and review points made explicit.

Bring a real process to the conversation: what starts it, which systems it touches, who handles it and where the effort is spent. Examples of the input and desired output are more useful than a long list of tools. We will identify the parts suitable for rules, integration or AI and propose a manageable first scope.

Before development, we agree access to representative information and the people needed to review the result. That allows the implementation to be assessed against the actual task. Ongoing maintenance and provider dependencies are considered as part of the service, so the business can plan for operation after delivery.