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AI internal developer platforms: what they are and who makes them

portals with a software catalog, hosted backstage, orchestration and environment platforms, frameworks and agent governance: Port, Qovery, Roadie through Appvia.

12tools compared
6with a free plan
5with API access
4headquarters countries

Types of AI internal developer platforms

Portals with a software catalog

Port, OpsLevel, Cortex and Configure8 center on a catalog of services, owners and scorecards. Developers see who owns what and how mature it is, and platform teams add self-serve actions. They suit organizations with many services, unclear ownership and a platform group that wants to publish standards.

Hosted Backstage

Roadie runs the open source Backstage framework as a managed service, so teams keep its plugin model without maintaining upgrades. It fits groups that already chose Backstage or want its plugins, and it is priced per developer rather than per cluster or by platform fee.

Orchestration and environment platforms

Humanitec, Facets, Cycloid, Qovery and Appvia focus on provisioning: they turn infrastructure definitions into environments that developers request. The catalog is secondary here, and the question that matters is how much of your cloud account the platform is allowed to touch.

Frameworks and agent governance

Kratix is an Apache 2.0 framework that platform engineers build on, with a commercial tier from Syntasso. Harness IDP sits inside a larger delivery suite. Both reward teams with real platform engineering capacity rather than a small ops group with no spare engineers.

Facts at a glance

ToolPublisherBased inAccess
Port Port.io (legal entity name not stated on opened pages)Not stated on the vendor pagesFree tier + API
Qovery Qovery (legal entity name not stated on opened pages)Not stated on the vendor pagesFree tier + API
Roadie Larder Software Limited, trading as RoadieIrelandPaid + API
Cycloid Cycloid.io (legal entity name not stated on opened pages)Not stated on the vendor pagesFree tier
OpsLevel J/K Labs Inc.Not stated on the vendor pagesFree tier + API
Configure8 configure8, Inc.Not stated on the vendor pagesFree tier + API
Humanitec Humanitec (legal entity name not stated on opened pages)Not stated on the vendor pagesTrial
Facets Facets (legal entity name not stated on opened pages)Not stated on the vendor pagesTrial
Harness IDP Harness Inc.United StatesPaid
Cortex Cortex Applications, Inc.Not stated on the vendor pagesPaid
Kratix SyntassoNot stated on the vendor pagesFree tier
Appvia Appvia LtdUnited KingdomPaid

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