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A.I. Commerce Studio

Domain G · Engineering and platforms

Data & Integration Engineering

We connect your systems and make their data usable: API integrations, sync jobs, event flows and data models for analysis, with clear ownership and error handling. Agents, assistants and reporting all depend on this work.

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

Describe the systems you need connectedAll services

Who it is for

  • Companies with a store, CRM, ERP, accounting and helpdesk that do not talk to each other.
  • Teams preparing data for AI or reporting.

Data & Integration Engineering

Problems it addresses

  • Double data entry.

  • Stock and order mismatches.

  • Reports built by hand in spreadsheets.

  • AI projects blocked by inaccessible data.

Data & Integration Engineering

Service families and capabilities

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

  • API integrations

    Available

    REST and GraphQL, webhooks, authentication, rate limits, retries, idempotency, error queues.

  • System synchronisation

    Available

    Product, stock, order, customer and invoice sync between store, ERP, CRM and accounting.

  • Event and workflow plumbing

    Custom engagement

    Queues, scheduled jobs, change data capture where supported.

  • Data pipelines and models

    Custom engagement

    Extraction, cleaning and modelling for reporting and AI; data-quality checks.

  • Analytical stores

    Custom engagement

    A warehouse or PostgreSQL-based reporting store, BI connections.

  • Data for AI

    Available

    Document and record preparation, permission metadata, embeddings pipelines.

Data & Integration Engineering

Workshops and assessments

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

All workshops and assessments →

  • WorkshopScoped individually

    E-commerce Integration Discovery

    A workshop on the flows between the store, ERP, CRM, warehouse, payments and delivery: which data, which way, how often and who owns it.

  • WorkshopScoped individually

    RAG and Data Readiness Workshop

    A workshop with your team on whether your documents and data suit an AI assistant with retrieval (RAG) and what must be prepared.

What you receive and keep

  • An integration specification with field mappings.
  • Implemented connectors with monitoring and an error queue.
  • Data-flow diagrams.
  • A data dictionary.
  • Data-quality checks.
  • A runbook.

How we engage

  • Assessment

    A fixed-scope review with written findings, risks and a prioritised plan.

  • Workshop

    Half a day to two days with your team; decisions and a written summary.

  • Architecture

    Target design, decision records, interfaces, security model and an estimate of the work.

  • Implementation

    Built and tested increments with acceptance criteria and handover documentation.

  • Managed service

    Through Managed AI & Platform Operations

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

What we need from you

  • API documentation and credentials for each system, issued with least privilege.
  • A data owner per system.
  • Sandbox accounts where the vendors offer them.

What we do not do or promise

  • Integrations are limited by vendor APIs and their terms.
  • No certified-partner status with any vendor is claimed.
  • Legacy systems without an API need an assessment first.

Related domains

Related tools

Start with a quick self-assessment before we talk.

  • Available now

    Architecture

    AI solution builder

    Compose a solution from agents, integrations and approval points and get an architecture diagram to discuss.

    For:
    Technical leads and product teams
    You get:
    An architecture diagram of the solution with agents, integrations and approval points.
    Time:
    about 5 min

Describe the systems you need connected

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

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