Your AI operations layer. Built, run, and managed by us.
Anum deploys and manages AI operations systems for a select number of Australian organisations each year. We build the capability. We run it. You receive the output — without hiring, managing, or maintaining anything.
This is not a software licence. It is a managed operational capability — designed from first principles, integrated into your existing workflows, and maintained by us on an ongoing basis. Our work speaks in private. Our results live inside the organisations we build for.
We identify the highest-friction function in your operation and design the AI layer that replaces it. The output is a written operations blueprint with a quantified ROI estimate — before any build begins.
We select the right model for each task and risk profile — Claude, GPT-4, Gemini, or local models run entirely on your infrastructure. You are never locked to a single provider. If a provider changes pricing or terms, we switch. Your workflows don't change.
For sensitive workflows, we configure deployments on Australian infrastructure or on-premises — no data transmitted to third-party AI providers. APP 8 transfer mapping included as standard: every workflow documents which data crosses borders and why.
We don't hand over and walk away. We run the system, maintain the integrations, and improve performance on an ongoing retainer. You receive a monthly operations report. When model providers update their terms or infrastructure, we assess the impact on your deployment.
AI that sits inside your existing systems — CRM, finance, operations, communications. The capability is embedded in the way your team already works, not bolted on the side. Adoption is not a project.
Architecture reviews, build-vs-buy decisions, and AI roadmaps for organisations navigating what comes next. We help you see what changes before it arrives — and position your operation to move first.
We don't publish case studies. The selection below is a partial record — internal products are public, client engagements stay private. The full detail lives inside the work.
Every engagement follows the same four phases. No retainer commitment until the scoping phase is complete. All submissions and communications are confidential.
A senior operations hire costs $110,000–$140,000 per year, plus tools, plus six months before they're effective. The managed operations retainer starts at $42,000 per year — and the function is running within 30 days.
We accept a limited number of engagements per quarter. Not every application leads to a conversation — we only proceed where the fit is clear. All submissions are confidential.
Your submission is under review. If there is alignment, you will hear from us within 48 hours.
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