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AI Services

AI systems that fit your controls,
not somebody else’s defaults

Deploy AI across your engineering team and business operations with self-hosted Australian-region defaults. If a provider-hosted tool or broader APAC deployment is the right tradeoff, we document that exception before rollout.

We work with

vLLMClaude CodeCursorn8n
Accepting new clientsAustralian regions by defaultDocumented tooling exceptions

Deployment modes before tooling hype

Self-hosted AI deployments run in Australian cloud regions by default. If you choose provider-hosted tooling or broader APAC deployment, we document that exception before rollout. Some developer tools and workflow platforms are provider-hosted and may send telemetry or prompt data to their vendors. We help you evaluate those flows and keep exceptions explicit.

Default

Self-hosted by default

Private LLMs, custom agents, and n8n-based workflow automation run in Australian regions inside infrastructure you control.

Exception path

Approved exception when needed

If a provider-hosted tool or broader APAC footprint is the right tradeoff, we document the data flow, controls, and approval path up front.

Governance

Tool governance stays explicit

Developer tooling and provider-hosted workflow products can emit telemetry. We assess that risk before rollout and write it down.

Data Sovereignty

Designed to keep your data in Australia

Australian privacy law imposes conditions on cross-border disclosure of personal information. Regulated industries face additional requirements under the SOCI Act 2018 and APRA CPS 234. Self-hosted AI deployments run in Australian cloud regions by default. If you choose provider-hosted tooling or broader APAC deployment, we document that exception before rollout.

Some developer tools and workflow platforms are provider-hosted and may send telemetry or prompt data to their vendors. We help you evaluate those flows and keep exceptions explicit.

Book a compliance discussion

Regulatory references are provided for general awareness. Specific obligations depend on your entity type and classification. Consult your legal and compliance team.

Regulatory framework

Privacy Act 1988

APP 8: Imposes conditions on cross-border disclosure of personal information

SOCI Act 2018

Part 2A: Critical Infrastructure Risk Management Program obligations for systems of national significance

APRA CPS 234

Information security standards for regulated financial entities

APRA CPS 231

Outsourcing governance obligations for APRA-regulated entities engaging external service providers

My Health Records Act 2012

Health record handling obligations for the My Health Record system

HealthcareFinancial ServicesGovernmentLegalDefenceEducationTransport & Logistics
Australian regions by defaultApproved APAC exceptions documentedVPC isolationAudit-ready documentation

Start here

AI Readiness Assessment

$10,000AUD

A senior AI engineer assesses your organisation's AI readiness, maps practical opportunities, audits sovereignty gaps, and delivers a prioritised roadmap with clear implementation options.

Guarantee: If an assessment does not surface a clear set of high-priority next steps, we refund the fee.

What you get

AI opportunity audit across engineering and operations
Data sovereignty and compliance gap analysis
Current AI tool usage audit (shadow AI risk assessment)
Prioritised implementation roadmap with commercial context
Technology stack recommendation (self-hosted vs hosted)
Executive summary for leadership team
Fixed-price proposals for top 3 recommended initiatives

Best for: Teams exploring AI adoption who need an independent assessment of opportunities, risks, and the most effective path to production AI

1-2 weeks · Billed at engagement start

Book Assessment

AI services built for production

Every project is fixed-price. Scoped after a 30-minute discovery call, with a proposal in 48 hours. Self-hosted AI deployments run in Australian cloud regions by default. If you choose provider-hosted tooling or broader APAC deployment, we document that exception before rollout.

You know the total investment before any work begins. No hourly billing, no change-order surprises.

AI Workflow Automation

Quickest start2-4 weeksFrom $5,000

n8n Self-Hosted · Integrations · LLM Workflows

AI-powered business process automation. We map your manual processes, design AI-augmented workflows, and deploy self-hosted n8n by default. If you choose a provider-hosted workflow product, we document that exception up front. Most engagements complete in 2 to 4 weeks and include a working automation environment, configured workflows, and team training.

Process mapping workshopWorkflow architecture & designAI prompt engineeringMulti-system integrationSelf-hosted n8n deploymentDocumented provider-hosted exceptionsHuman review checkpointsTeam training & documentation
Get a fixed-price proposal

Private LLM Inference Hosting

3-6 weeksFrom $8,000

vLLM · Ollama · TGI · Multi-Cloud

Self-hosted AI models running on Australian GPU infrastructure by default. OpenAI-compatible API, production monitoring, and compliance documentation included. Prompts and outputs stay inside the environment you control. Deliverables include a deployed model endpoint, load test results, and an operations runbook.

GPU infrastructure provisioningModel deployment & optimisationOpenAI-compatible APILoad testing & tuningCompliance documentationOperations runbook & monitoring
Get a fixed-price proposal

AI Developer Tooling & Coding Agents

2-6 weeksFrom $12,000

Cursor · Claude Code · Copilot · Windsurf

Deploy AI coding tools across your engineering team with SSO, policy controls, and security guardrails. We handle tool assessment, procurement support, autonomous agent configuration, and custom rules. Where tools are provider-hosted, we call out telemetry and data-flow tradeoffs before rollout. Deliverables include configured tooling, SSO integration, custom rule libraries, and a team training programme.

Tool assessmentSSO & policy setupAutonomous agent configCustom rules & skillsMCP server integrationTeam training & adoption
Get a fixed-price proposal

General-Purpose Autonomous Agents

3-8 weeksFrom $15,000

OpenClaw · CrewAI · LangGraph

AI agents that handle business operations. We start with a workflow discovery workshop, then design, build, and deploy agents with guardrails and error handling. Staged rollout includes training for the team that will operate them. Deliverables include deployed agents, guardrail configuration, and operational documentation.

Workflow discovery & ROI mappingAgent architecture designMulti-platform integrationCustom skill developmentGuardrails & error handlingStaged rollout & training
Get a fixed-price proposal

Custom AI Agents & Applications

3-16 weeksFrom $20,000

RAG · Multi-Agent · Production-Grade

Purpose-built AI applications for your specific use case. RAG pipelines, multi-agent systems, and human-in-the-loop controls deployed on infrastructure you control. We handle the full lifecycle from use case discovery through production deployment and handover. Deliverables include a production application, API documentation, deployment scripts, and a maintenance runbook.

Use case discovery & scopingRAG pipeline developmentTool & API integrationsHuman-in-the-loop controlsInfrastructure deploymentDocumentation & handover
Get a fixed-price proposal

Need a bundled package? Combine services and save 15-17%. See bundled pricing

AI services pricing

Fixed pricing for every engagement. No hourly billing, no surprises.

AI Workflow Automation

Entry

Single workflow or PoC

Starting from $5,000

Mid-range

5-10 workflows with integrations

$25,000-35,000

Top-end

Enterprise-wide AI platform

$60,000

Retainer

$2,500-4,000/mo

Private LLM Inference Hosting

Entry

Single workflow or PoC

Starting from $8,000

Mid-range

5-10 workflows with integrations

$28,000-55,000

Top-end

Enterprise-wide AI platform

$90,000

Retainer

$4,000-8,000/mo

AI Developer Tooling & Coding Agents

Entry

Single workflow or PoC

Starting from $12,000

Mid-range

5-10 workflows with integrations

$30,000

Top-end

Enterprise-wide AI platform

$65,000

Retainer

$3,000-5,000/mo

General-Purpose Autonomous Agents

Entry

Single workflow or PoC

Starting from $15,000

Mid-range

5-10 workflows with integrations

$35,000-45,000

Top-end

Enterprise-wide AI platform

$150,000

Retainer

$4,000-6,000/mo

Custom AI Agents & Applications

Entry

Single workflow or PoC

Starting from $20,000

Mid-range

5-10 workflows with integrations

$40,000-70,000

Top-end

Enterprise-wide AI platform

$120,000

Retainer

$4,000-6,000/mo

Bundled packages

Combine services and save.

AI-Ready Engineering Team

Save ~15%

Developer Tooling + Private LLM Inference

Equip your engineering team with AI coding tools and a private LLM endpoint. Everything SSO-integrated and running on Australian infrastructure.

From $40,000

Retainer: $6,000-10,000/mo

Sovereign AI Stack

Save ~17%

Autonomous Agents + Workflow Automation

AI agents and automated workflows running entirely in your environment. Data sovereignty by default.

$50,000-75,000

Retainer: $5,500-8,000/mo

Full AI Transformation

Phased delivery

All 5 services, phased over 3-6 months

Complete AI capability build-out. Developer tools, private inference, agents, custom applications, and workflow automation. Phased delivery so your team absorbs each capability before the next begins.

$90,000-180,000

Retainer: $10,000-20,000/mo

All prices in AUD. Every engagement begins with a free 30-minute call. We scope your needs and provide a fixed-price proposal within 48 hours.

Fluent across the AI and infrastructure ecosystem

vLLMOllamaHugging FaceCUDACursorClaude CodeGitHub CopilotCrewAIn8nOpenClawTerraformDockerKubernetes

Ready to deploy AI on your terms?

Book a free 30-minute call. We'll scope what makes sense for your team and give you a fixed-price proposal in 48 hours.