Knowledge assistants
Help staff find reliable answers across policies, manuals, product information, and internal documents.
AI integrations · New Zealand
Bring AI into the way your team already works.
We connect language models with your documents, data, and existing systems to reduce repetitive work and help your team find, understand, and act on information.
Practical, privacy-conscious solutions built and supported in New Zealand.
workflow.run
live
$ process new_supplier_form.pdf
→ reading 14 pages
✓ 23 fields extracted
✓ policy checks completed
! 2 items need human review
STATUS
READY FOR REVIEW
What AI can improve
Start with the work, not the technology.
The best opportunities are usually repetitive, information-heavy tasks where your team already knows what a good result looks like.
Document processing
Extract, classify, compare, and summarise information from forms, reports, PDFs, and email.
Drafting assistance
Create useful first drafts for responses, reports, case notes, and recurring communications.
Request triage
Understand incoming enquiries, identify priorities, and route work to the right person or system.
Research and reporting
Bring information together, surface important details, and produce consistent summaries for review.
Custom AI tools
Add focused AI features to an existing application or build a purpose-made tool around your workflow.
Our approach
Move from useful idea to dependable workflow.
We begin with a contained, valuable problem and expand only when the results justify it.
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Find the opportunity
Identify repetitive work, the information involved, and what success needs to look like.
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Prototype safely
Test the workflow with representative data before committing to a larger integration.
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Connect your systems
Integrate the right model with your software, documents, databases, and APIs.
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Measure and improve
Monitor quality, cost, and adoption while improving the tool from real-world feedback.
Responsible by design
Useful AI needs clear boundaries.
We design around the sensitivity of your data, the cost of a wrong answer, and the people responsible for the final decision.
People stay in control
Human review and clear escalation points are built in wherever accuracy or judgement matters.
Your data is considered
Access controls, data handling, model choice, and auditability are part of the architecture—not an afterthought.
Value stays measurable
We monitor quality, usage, and cost so the solution remains useful and commercially sensible.
We use AI where it adds measurable value—and ordinary software where it does not.
Fits your environment
The right model is only one part of the system.
We combine language models with reliable application code, permissions, data sources, and review steps. The result is a maintainable business tool—not an isolated chat window.
OpenAI
Anthropic
Gemini
Local models
RAG
Tool use
Structured extraction
APIs
Databases
Document stores
Start a conversation
What part of your workflow takes too much time?
Tell us what your team is trying to improve. We can help determine whether AI, conventional automation, or a combination of both is the right answer.
Email
ryan@simplexmedia.co.nz
Phone
(021) 126 5335