Enterprise AI Consulting
& Application Development
CPI Consulting helps Australian organisations harness the power of AI — from strategy and architecture through to production-ready AI agents, copilots, and intelligent applications built on OpenAI, Claude, Azure AI, and the latest foundation models.
Sound Familiar?
These are the most common challenges we see when organisations come to us looking to adopt AI across their business.
No Clear AI Strategy
Your leadership knows AI matters but there’s no roadmap. Conversations stall at “we should use ChatGPT for something” without a concrete plan tied to business outcomes.
Data Security Concerns
You’re worried about sensitive business data being sent to public AI models. You need a secure, compliant architecture — not employees pasting confidential information into free tools.
Too Many AI Options
OpenAI, Claude, Gemini, open-source models, Azure AI, AWS Bedrock — the landscape changes weekly. You need someone who can cut through the noise and recommend what actually fits.
Proof-of-Concept Graveyard
You’ve built demos that impressed the board, but none have made it to production. The gap between a ChatGPT prototype and a reliable, scalable AI system is larger than expected.
Unclear ROI
AI investments need to deliver measurable value. You need help identifying the highest-impact use cases and building a business case that justifies the spend.
No In-House AI Expertise
Your development team is capable but hasn’t built production AI systems before. You need architecture-level guidance from someone who has shipped real AI applications.
AI Consulting & Development Services
We don’t just advise — we architect, build, and deploy. Every engagement is hands-on, production-focused, and aligned to your business objectives.
AI Strategy & Architecture
From Vision to Production RoadmapWe work with your leadership and technical teams to identify the highest-value AI opportunities, select the right models and platforms, and design an architecture that is secure, scalable, and cost-effective. You get a clear roadmap — not a 100-page report that sits on a shelf.
- AI readiness assessment
- Use case identification & prioritisation
- Model selection (OpenAI, Claude, open-source)
- Architecture design & technical blueprint
- Data strategy & governance planning
- Cost modelling & ROI forecasting
- Security & compliance framework
- Build vs. buy analysis
AI Agents & Copilots
Autonomous Workflows & Intelligent AssistantsWe design and build AI agents that go beyond simple chatbots — autonomous systems that can reason, use tools, access your data, and complete multi-step tasks. From internal copilots that accelerate your team to customer-facing agents that handle complex workflows, we build agents that deliver real business value.
- Multi-step autonomous AI agents
- Custom copilots for internal teams
- Tool-use & function calling integration
- RAG (Retrieval Augmented Generation)
- Agentic workflow orchestration
- Human-in-the-loop design patterns
- Memory & context management
- Agent evaluation & monitoring
Custom AI Application Development
Production-Grade AI SystemsWe build production AI applications from the ground up — not demos, not prototypes, but reliable systems that handle real workloads. Whether it’s document processing, knowledge management, content generation, or intelligent automation, we deliver applications that are tested, monitored, and ready for scale.
- Full-stack AI application development
- API design & LLM integration
- Vector databases & embeddings
- Prompt engineering & optimisation
- Fine-tuning & model customisation
- Streaming & real-time AI interfaces
- CI/CD pipelines for AI systems
- Performance monitoring & observability
Azure AI & Cloud AI Infrastructure
Enterprise AI Platform EngineeringWe deploy and manage the cloud infrastructure that powers your AI — from Azure OpenAI Service and Azure AI Studio to managed vector stores, API gateways, and cost controls. Your AI runs on a secure, governed platform that meets enterprise requirements from day one.
- Azure OpenAI Service deployment
- Azure AI Studio & AI Foundry
- Private endpoints & network isolation
- API management & rate limiting
- Cost monitoring & token optimisation
- Multi-model routing & fallback
- Data residency & sovereignty compliance
- Identity & access controls for AI services
The AI Ecosystem We Work With
We’re model-agnostic and platform-flexible. We recommend what works best for your use case, budget, and compliance requirements.
OpenAI
GPT-4o, o1, o3, Assistants API, function calling
Anthropic Claude
Claude Opus, Sonnet, Haiku, tool use, long context
Azure AI
Azure OpenAI, AI Studio, AI Search, Document Intelligence
Open Source
Llama, Mistral, Phi, local deployment, fine-tuning
Agent Frameworks
Semantic Kernel, LangChain, AutoGen, CrewAI
The Numbers Behind the Expertise
We bring senior architecture-level capability to every AI engagement. This isn’t a chatbot agency — it’s enterprise-grade consulting from a published expert.
Our AI Engagement Process
Every AI engagement follows a structured, transparent process. No black boxes, no vague deliverables, no perpetual proof-of-concept cycles.
Discovery & Use Case Analysis
We review your business processes, data landscape, and existing technology stack. You get a clear picture of where AI can deliver the most value — prioritised by impact, feasibility, and time to value.
Architecture & Model Selection
We design the solution architecture — choosing the right models, platforms, and integration patterns. You receive a technical blueprint covering data flows, security boundaries, cost projections, and performance targets.
Build & Validate
We build the AI system hands-on. Agents, APIs, integrations, prompt pipelines, evaluation frameworks — tested against real data and validated with your team before go-live.
Deploy, Monitor & Iterate
Your AI system goes into production with proper monitoring, cost tracking, and guardrails. We provide documentation, knowledge transfer, and ongoing support as your AI capabilities mature.
Ready to Build with AI?
Book a free 30-minute AI strategy session to discuss your use cases, challenges, and goals. No obligation, no sales pitch — just a straight conversation about how AI can drive real value for your organisation.