Founder, KNIC Ventures
Governed AI operations for multi-site service businesses, from a fixed workflow diagnostic through to a bounded production implementation.
Visit KNIC Ventures →AI operations · software · PropTech
I put governed AI workflows into production.
I’m Nathan Krisanski—a Brisbane technology operator and builder. Through KNIC Ventures, I work with multi-site service businesses on one expensive workflow at a time: baseline it, connect it, control the write path and measure the result.
Where I work
Operator, founder and implementation lead.
My work sits at the point where software has to survive contact with a real operation: imperfect data, permissions, exceptions, cost constraints and people who remain accountable for the outcome.
Head of Technology, The Agency
Leading technology for a national Australian real-estate group. This role is biographical context and is separate from KNIC engagements.
Visit The Agency →HomePrezzo
Founded and exited a PropTech platform that helped real-estate professionals produce data-driven marketing content.
HomePrezzo →nhale
A breathwork practice and business exploring presence, calm and clarity alongside an always-on technology life.
Explore nhale →What I publish
Evidence before “expert”.
Implementation expertise should be a conclusion, not a title. I publish what was built, what may act, how it can fail, who owns the exception and what the evidence does—and does not—prove.
Owned-system build notes
Real KNIC systems, interfaces, controls and current limitations.
Read the operating-stack note →Synthetic demonstrations
Controlled examples that expose permission, failure, recovery and audit behaviour without client data.
Inspect the write-path demo →Operator field notes
Practical judgement on agentic systems, software economics and hybrid human-machine work.
Read the writing →About
Fifteen-plus years inside the build.
I have spent more than 15 years building software, data products and operational systems in Australian PropTech. The recurring lesson is that the model or interface is rarely the whole product. The surrounding operating system—identity, permissions, state, exceptions and measurement—is what makes the result dependable.
That is the focus of my work through KNIC Ventures. I do not begin with a broad AI strategy. I begin with one repeated workflow that has a named owner, material economics and a safe path to a production decision.
KNIC Ventures is my independent business and is operationally and commercially separate from The Agency Group Australia. Employer or client work is not presented as KNIC evidence without written permission.
A useful first conversation
Bring me one expensive workflow.
If it plausibly costs more than $1 million a year in labour, delay, errors or leakage, I’ll tell you directly whether it is worth a paid diagnostic.
Request a 25-minute triage