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A.I. Commerce Studio

Domain A · AI systems

AI Strategy & Transformation

We work out where AI is worth building at all, in what order and with which safeguards, before any money goes into implementation. You get a plan engineers can act on, not a slide deck.

Our strategy work draws on our founder Aleksandar Iskrev's experience in enterprise architecture and AI platform engineering. Meet the Founder

Status:AvailableThere is a service page, an intake path and a documented way of delivering it.

Who it is for

  • Owners and managers of SMEs and online retailers with several candidate AI use cases and no internal AI team.
  • Operations or IT leads who need a defensible order of work and a budget envelope they can set themselves.

AI Strategy & Transformation

Problems it addresses

  • Many ideas, no order of work.

  • Pilots that never reached production.

  • Unclear data ownership.

  • Vendors proposing tools before the problem is defined.

AI Strategy & Transformation

Service families and capabilities

The status shows what we offer today. Pricing is set once the scope is clear, in a written quote.

  • AI readiness assessment

    Available

    Data, process, team, risk and infrastructure readiness. The online self-assessment (12 questions, 6 dimensions) is followed by an expert review.

  • Use-case discovery and prioritisation

    Available

    Process inventory, value and complexity scoring, human-approval points, build or buy.

  • AI roadmap and portfolio

    Custom engagement

    Phased plan, dependencies, an owner per initiative, acceptance criteria, a decision log.

  • Operating model for AI

    Custom engagement

    Roles, approval policy, change process, vendor and model selection criteria.

AI Strategy & Transformation

Workshops and assessments

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

  • WorkshopScoped individually

    AI Strategy Discovery Workshop

    A structured session with leadership and key teams on where AI makes sense, where it does not, and which first step to take.

  • 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.

  • ReviewScoped individually

    Responsible AI Governance Review

    A review of the rules, roles and controls for your AI systems: risk, human approval, data, evaluation, documentation and monitoring.

What you receive and keep

  • A readiness report with blockers.
  • A prioritised use-case register.
  • A target architecture sketch per use case, with data flows and approval points.
  • A phased roadmap with acceptance criteria.
  • Model and provider selection criteria.

How we engage

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

What we need from you

  • A named business owner.
  • Access to the people who run the processes.
  • Example data or documents for each candidate use case.

What we do not do or promise

  • No change-management programme for large organisations.
  • No savings forecasts: ROI is computed only from your own numbers.
  • No vendor-neutral procurement tenders.

Related tools

Start with a quick self-assessment before we talk.

  • 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
  • Available now

    Strategy

    AI readiness assessment

    Twelve questions across six dimensions, from strategy to governance. You get a score, blockers, three priority actions and a 90-day plan.

    For:
    Companies considering their first AI project
    You get:
    A score across six dimensions, the main blockers, three priority actions and a 90-day plan.
    Time:
    about 5 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

    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

Request an AI readiness assessment

Describe your task. We will clarify the scope and the engagement model and send a written quote.

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