Industrial Hypertext · Perth, Western Australia
AI apps and integrations built for your business
Turn a specific workflow into a useful AI application. We build document assistants, custom MCP servers and integrations, and use AI coding agents to accelerate delivery with technical review and testing throughout.
Discuss an AI projectIndustrial Hypertext · Software development since 2002
Give staff answers from your own documents
A document assistant helps people find information in manuals, procedures and internal reference material. Retrieval-augmented generation (RAG) brings relevant source material into the answer and can link back to the documents behind it.
We work on ingestion, retrieval and the application around it. A first pilot uses a representative document collection and questions from your team so you can assess usefulness before expanding. Read about RAG and document assistants.
Connect AI to your existing systems
When the information lives in an application or database, a custom Model Context Protocol (MCP) server can give an assistant defined tools to search or query it. The integration needs to reflect your access rules and the actions staff should be able to perform.
Start with one useful connection. We scope the source system, authentication, logging and any human approvals alongside the tool itself. Explore custom MCP development.
An experienced developer in the loop
We provide expert technical direction throughout delivery. We lead architecture and implementation decisions, review agent-generated code and verify the important workflows. AI agents help move the work forward; the requirements, review and release decisions stay with an experienced developer.
If you already have a product and need more delivery capacity, We can work alongside your team on features, fixes and integrations. See software development and ongoing support.
Start with an AI pilot
Choose one document collection, system connection or workflow. We agree the scope, costs and acceptance criteria, build a working first version and review it against real tasks. The results guide the next stage.
Tell us who will use the application, what they need it to do and where the relevant information lives. You do not need to choose a model or architecture before making contact.
Start with a conversation
Tell us what you would like built or improved. A few sentences are enough to discuss fit, scope and the next step. Response target: one business day.
Discuss an AI project