Platforms

AI and application work must respect the platform already in production

Kubto connects discovery, recommendations, assistants, automation, and infrastructure work to the catalog, content, identity, integration, release, and operations patterns of the current platform.

Review platform fit Explore technology decisions

Who this is for

Commerce, content, product, and engineering teams modernizing an existing platform or connecting it to an external AI, search, data, or application service.

Problem to solve

Platform projects fail when generic capability is mapped onto the wrong data model, extension point, deployment process, permission boundary, or operational workflow.

Scope

Platform areas covered during discovery

Magento 2

Catalog, search, APIs, indexers, storefront, extensions, deployment, performance, and operational integration for the installed edition and version.

Adobe Commerce

Enterprise catalog, B2B, cloud or hosted deployment, data services, integration, release governance, and platform-specific constraints.

Shopify

Theme or headless storefront, platform APIs, webhooks, app surfaces, catalog and behavior data, functions, and back-office integration.

WordPress and WooCommerce

Content and commerce models, PHP and plugin boundaries, APIs, search, performance, crawler access, hosting, and maintenance.

Headless and custom applications

Frontend, backend-for-frontend, API, event, identity, caching, rendering, observability, and release relationships.

Shared integration layer

PIM, ERP, CRM, analytics, support, identity, data warehouse, queues, files, and custom services required by the workflow.

Architecture

A platform integration is a lifecycle, not a connector checkbox

01
Inventory
Confirm edition, version, hosting, customizations, extensions, integrations, traffic, data flows, owners, and release constraints.
02
Select extension points
Choose supported APIs, events, applications, modules, feeds, or edge patterns and document compatibility boundaries.
03
Plan synchronization and failure
Define source of truth, freshness, retries, ordering, reconciliation, observability, fallback, and rollback behavior.
04
Release and maintain
Test representative scenarios, stage rollout, monitor impact, document ownership, and revisit compatibility during upgrades.

Deliverables

What the engagement can produce

✓

Platform inventory

Edition, versions, architecture, customizations, integrations, data models, release process, risks, and ownership.

✓

Integration contract

Interfaces, schemas, events, authentication, synchronization, limits, error handling, observability, and change process.

✓

Implementation and validation

The agreed platform work with test coverage for data, behavior, compatibility, performance, and failure handling.

✓

Upgrade and operations notes

Known dependencies, monitoring, runbooks, vendor or version assumptions, and triggers for revalidation.

Boundaries

Boundaries and decisions to verify

Good work is easier to trust when the team knows what is included, what still needs proof, and who owns each decision.

Compatibility must be verified

Platform name alone is insufficient; edition, version, hosting, extensions, custom code, contracts, and APIs affect feasibility.

Vendor names do not imply affiliation

References describe integration context and do not claim certification, endorsement, or partnership unless expressly documented.

Licensing remains with the owner

Customers are responsible for the platform and third-party licenses required for their selected architecture unless a contract states otherwise.

Bring the real platform inventory to the first conversation

Edition, version, hosting, extensions, integrations, data sources, traffic, release process, and current constraint make the review useful.

Request a platform review