Platforms and automation - Build a documentation platform your team can run.

We implement and modernize documentation systems around your repositories, release process, and contribution workflow. We bring user navigation, publishing automation, and machine-readable access into a platform your team can maintain.

Selected work

See automated references and publishing in action

Biel.ai is our in-house product. Its documentation combines Docusaurus, automated publishing, an OpenAPI-generated reference, and AI chat and search.

See the implementation

When the workflow needs engineering

  • Publishing relies on manual steps or one person’s local environment.
  • Builds, dependencies, and custom components are difficult to maintain.
  • Product teams need a shared workflow across repositories or documentation sites.

What your team gets

Platform and repository architecture

A documented choice of framework or managed platform, repository layout, versions, and content structure.

Builds and preview deployments

Repeatable build and deployment configuration, including pull request previews where the chosen stack supports them.

Reference and publishing automation

Generation from maintained API specifications or code, plus the output formats and integrations included in the scope.

Checks and review workflows

Build, link, specification, and style checks selected for your content, with a defined approval process.

Search and agent access

Configure search, versioned references, or machine-readable access for the selected consuming tools when included in the project. We test representative retrieval paths and identify platform limits.

Operating documentation and training

Runbooks, contribution guidance, source configuration, and a handoff session for the people who own the system.

Make documentation easier to ship and maintain

Review changes before publication

Preview and automated checks help your team assess each change within the normal review workflow.

Trace the source of a reference

Generated material has an identified input and a repeatable publishing process. Product owners remain responsible for the accuracy of that input.

Make operation repeatable

Versioned configuration and runbooks give maintainers a clear way to build, deploy, troubleshoot, and extend the system.

From assessment to implementation

Step 1

Assess the workflow

Review the current platform, build history, contributors, integrations, and release requirements.

Step 2

Prove the design

Test the proposed stack or changes with representative content and an agreed publishing path.

Step 3

Implement and hand over

Deliver reviewed changes, validate the workflows, document operation, and train the maintaining team.

Related engineering work

Related implementations

ScyllaDB

A modernized documentation toolchain with automated builds and a unified documentation portal.

Read the ScyllaDB case

Voxel51

FiftyOne documentation modernization from Sphinx 3 to Sphinx 8, including a custom theme, CI automation, and Algolia integration.

Read the Voxel51 case

Platform-specific work

Get help with the platform your team uses, or compare the options before you move.

Options and pricing

Prices below are starting points. Before you commit, you receive a proposal with the work, total cost, schedule, and what we need from your team.

Assessment and setup

A platform recommendation and a working contribution and publishing workflow for one documentation project.

From $4,500

  • Platform recommendation and repository structure
  • Git workflow and review model
  • Build and deployment pipeline
  • Team training and operating guide
Discuss this option

Full implementation

Implementation across the repositories and contributors named in your proposal.

From $12,000

  • Assessment and setup deliverables
  • Agreed multi-repo or monorepo structure
  • Build, link, and style checks
  • Contribution workflow and preview deployments
  • Post-delivery support scope defined in the proposal
Discuss this option

Organization-wide rollout

A coordinated rollout for multiple teams and a defined documentation estate.

Custom proposal

  • Rollout and governance plan
  • Multi-team onboarding
  • Custom toolchain work as agreed
  • Support coverage and response targets by agreement
Discuss this option

Documentation teams we have worked with

  • BlueRobotics logo
  • Coiled logo
  • Finboot logo
  • ISTEN logo
  • ScyllaDB logo
  • Shakers logo
  • Monei logo
  • Voxel51 logo

Questions about this service

Show us the workflow that needs to change

Share your platform, repositories, and the publishing or maintenance problem. We will help identify what to change first and how to put it into practice.