We architect deep-context AI systems that transform fragmented data into highly efficient, accessible, and high-impact business solutions.
What We Do
Strategic Advisory & Provocation
Thought-provoking sessions for technical and non-technical teams to demystify AI and spark innovation. Executive workshops to map agentic workflows and pinpoint ROI.
Deep Context Architecture
Assessing and structuring fragmented enterprise data into highly navigable, token-optimised context layers ready for AI integration.
Rapid Application Development
Fast-turnaround, targeted builds designed to solve a single bottleneck. Custom dashboards and workflow applications powered by backend AI agents.
Local Market Deployment
The trusted, boots-on-the-ground integration partner for international AI companies establishing a footprint in Australia.
Our Approach
The Wedge
We don't build generic AI wrappers. We architect unified data layers that ensure LLMs operate efficiently and accurately on your actual data.
The Method
Education first. We build trust through provocation sessions and thought leadership before ever pitching a technical build.
The Engine
Rapid agentic development bypasses the prohibitive costs of traditional SaaS and Big 4 consultancies. Bespoke tools, radically affordable.
Selected Work
Greppable
Developer Tools · 2025A grep-native data language designed for how file-native AI agents work — seven specialised formats for structured data, schemas, and agent memory.
View projectImpactIQ
Non-Profit / Charity Tech · 2026An AI-powered analytics overlay for charitable organisations — consolidating fragmented data from Xero, HubSpot, and Mailchimp into actionable impact intelligence.
View projectLet's build something precise.
Ready to transform your data into intelligence?
hello@tokentheory.com.au