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A.I. Commerce Studio

AI workflow automation

AI business process automation — with human oversight where it matters

Many small and mid-sized businesses lose hours every week copying data, sorting emails and building reports by hand. We automate the repetitive steps and leave higher-risk decisions to people.

Conceptual outline of the work

  1. 01

    Process map

  2. 02

    Pilot

  3. 03

    Expansion

  4. 04

    Monitoring

Ways to work together
Automation implementation projectMonthly support and expansion
What you receive
A map of the current process and automation opportunities
First step
A short call to clarify your goals and the current state.

When you need it

Signs that a process is ready for automation

  • Incoming inquiries are sorted by hand.

  • Data is moved manually between the store, CRM and accounting.

  • Reports are assembled in spreadsheets every month.

  • Errors from manual work cost time and money.

Our approach

How we solve it

  1. Process first, technology second

    We map the steps, systems and exceptions before choosing a tool or a model.

  2. Rules wherever possible

    Deterministic steps stay rules; AI is used only to understand text, classify and draft.

  3. Observable workflows

    Every workflow has a log, error alerts and a clear way for a person to step in.

AI workflow automation

What we automate in business processes

  1. Automatic inquiry classification

    Routing emails and forms by topic, urgency and responsible person.

  2. CRM workflow automation

    Creating and updating contacts, deals and tasks when specific events occur.

  3. Invoice and document processing

    Extracting data from documents, checked by a person before it is written to your systems.

  4. Email and workflow orchestration

    Sequences of steps with conditions, deadlines and notifications.

  5. Report automation

    Periodic reports generated from real data and sent to the right people.

  6. Human-in-the-loop workflows

    Sensitive actions wait for approval, and every decision is recorded in a log.

  7. Scheduled business tasks

    Nightly syncs, data checks and reminders on a schedule.

  8. System integrations

    Connecting the store, CRM, ERP, warehouse and communication channels.

Use cases

Where it helps in practice

Typical scenarios — every project starts from your own process and data.

  • Incoming inquiries

    Classification, data extraction and a CRM task created with the right priority.

  • Documents to accounting

    Invoices and receipts are read and prepared for entry after a check.

  • Scheduled reports

    Store and advertising data is collected and sent on a schedule, without copy-pasting.

Technical review

What we analyse before automating

  • Frequency and duration

    How often the process repeats, how long it takes and how many people are involved today.

  • Stability of the rules

    Processes with clear rules automate reliably; those with many exceptions need human judgment.

  • Input data

    How the data arrives — email, PDF, form, spreadsheet — and how varied the formats are.

  • Approval points

    Which steps have consequences outside the company and must go through a person.

  • Error handling

    What happens with missing data, an unavailable system or an unrecognised document.

What you receive from an automation project

  • A map of the current process and automation opportunities
  • Defined human approval points
  • An implemented and tested automation
  • An action log and documentation

Ways to work together

  • Automation implementation project
  • Monthly support and expansion

Pricing is set once the scope is clear and is provided in a written quote.

Request a quote

Workshops and assessments

Consultant-led formats with a clear scope that we usually start with.

  • AssessmentScoped individually

    AI Readiness and Opportunity Mapping

    A consultant-led assessment of your data, processes, systems and team, with an opportunity map and a prioritised written plan.

  • WorkshopScoped individually

    Agent Architecture Workshop

    A technical session in which we design the agents, their tools, the limits of their access and the points where a person approves.

How we work

How we introduce automation step by step

Our full process

What we need from you

  • A description of the process and sample data
  • Access to the systems involved — CRM, ERP, email
  • An owner who approves the sensitive steps
  • A list of the exceptions that happen in practice
  1. Process map

    We describe the steps, systems and people involved today.

  2. Pilot

    We automate one clearly bounded part and run it in parallel with the manual work.

  3. Expansion

    We add the next steps once the pilot runs reliably.

  4. Monitoring

    An action log, error alerts and periodic review of the rules.

AI workflow automation

Frequently asked questions

Will automation replace our staff?

The goal is to remove repetitive manual work so the team can spend more time on customers and decisions. Key decisions stay with people.

What if the automation makes a mistake?

We design checks, an action log and the ability to intervene manually. Higher-risk actions require explicit approval.

Which systems can you connect to?

Any system that offers an API, webhooks or another reliable way to exchange data. We assess the options during the technical review.

Related tools

Start with a quick self-assessment before we talk.

  • Available now

    Opportunity discovery

    Automation opportunity finder

    Rate up to five processes on nine criteria and see which are quick wins, which are complex projects and which automation pattern fits.

    For:
    Managers choosing which process to automate first
    You get:
    A ranking of up to five processes: quick wins, complex projects and a fitting automation model.
    Time:
    about 8 min
  • Available now

    Business impact

    AI ROI calculator

    Calculated only from your own numbers, with the formula shown and no assumed values.

    For:
    Finance and operations managers
    You get:
    An impact calculation from your own figures only, with the formula and assumptions shown.
    Time:
    about 4 min
  • Available now

    AI process analysis

    AI Automation Advisor

    Describe a manual process and get a structured first assessment: automation opportunities, workflow, integrations, risks and the points that need human approval.

    For:
    Owners and managers with a specific manual process
    You get:
    A structured first assessment: opportunities, workflow, integrations, risks and approval points.
    Time:
    about 3 min

Useful reading

  • Custom AI engineering

    AI assistants, product description generation, internal knowledge bases and RAG solutions built into your workflows.

  • AI Managed Services & optimisation

    Monitoring, maintenance, quality evaluation, security and cost optimisation for AI agents and automations that are already in production.

  • AI integrations & data systems

    REST API and webhook integrations, connecting Shopify and WooCommerce with CRM and ERP, cloud deployment, monitoring and protection.

Discuss this service with us

Describe your task and we will suggest a suitable scope and engagement model.

  • Written quote with a clear scope
  • Transparent milestones and timelines
  • Your data is used only to reply to you