AI feature strategy
Choose tasks where AI provides a clear benefit and define how success will be judged.
AI and WordPress
AI features that help your team complete everyday tasks.
We help teams build and maintain AI features with a defined task, structured output and human review.
Start with a clear task and a way to check results.
Good AI integration begins with a defined task, reliable context and a way to assess the result. It also needs thoughtful handling of privacy, cost, failure states and provider changes.
We also help plugin makers document products so AI coding tools can identify and use them more reliably.
Areas of expertise
AI integration for WordPress.
We help you choose specific tasks where AI can save time or improve a service, then define how to test the results.
WordPress integration
Connect AI capabilities to the editor, custom fields, plugins, APIs and publishing workflows.
Provider abstraction
Keep core product logic separate from a single model or vendor where practical.
Structured output
Use schemas and validation when model responses need to drive software behaviour.
Agent-ready documentation
Clear installation, examples, schemas and boundaries for developers and AI coding tools.
Governance
Human review, privacy, reliability, costs and support considered as product requirements.
Example workflows
Practical places AI can help
Editorial: summarise, classify or draft from approved source material.
Structured content: extract fields from documents or convert free text into a validated schema.
Support: help users find relevant documentation while grounding answers in controlled sources.
Developer experience: expose stable plugin capabilities and examples that coding agents can use safely.
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