Is your organisation ready for AI?
Before investing in any AI software initiative, walk through this diagnostic checklist. Each item reflects a genuine prerequisite we evaluate during our initial consultations.
AI software that solves the problems you actually have
We are Professional Insight AI — a South Australian practice that builds, deploys, and maintains intelligent software for mid-market organisations. We do not sell generic platforms. Every engagement starts with the diagnostic above, because shipping the wrong model wastes everyone's time and budget.
Our clients include logistics operators reducing route-planning overhead, healthcare administrators automating referral triage, and agricultural businesses forecasting yield with satellite-fed models. The common thread is a clear problem, clean-enough data, and a willingness to iterate.
Capability map
Predictive analytics
Demand forecasting, churn prediction, maintenance scheduling, and financial modelling — built on your historical data and validated against real outcomes before going live.
Document intelligence
Extraction, classification, and summarisation of unstructured documents — invoices, contracts, medical records, compliance filings — using fine-tuned language models.
Process automation
End-to-end workflow automation that combines rule engines with machine-learning decision points. We integrate with your existing ERP, CRM, or bespoke systems via API.
Conversational AI
Customer-facing chatbots and internal knowledge assistants grounded in your proprietary data. We handle prompt engineering, retrieval-augmented generation, and guardrail design.
Computer vision
Quality inspection, object detection, and spatial analysis for manufacturing, agriculture, and logistics. Deployable on edge devices or cloud infrastructure depending on latency needs.
Model monitoring and retraining
Ongoing performance tracking, drift detection, and scheduled retraining pipelines so your AI software stays accurate as your data and business conditions evolve.
Your engagement journey
We do not follow a rigid waterfall. Instead, each phase has a clear gate — you decide whether to proceed, pivot, or pause.
Discovery workshop
A half-day session where we map your data landscape, identify candidate problems, and score them by feasibility and business impact. No code is written yet.
Data audit and preparation
We assess data quality, volume, and accessibility. If gaps exist, we provide a remediation plan with realistic timelines before moving forward.
Proof of concept
A focused four-to-six-week build targeting one use case. You receive a working prototype, a performance report, and an honest assessment of production viability.
Production deployment
Infrastructure provisioning, integration testing, security review, and staged rollout. We deploy to your preferred cloud or on-premise environment.
Ongoing stewardship
Monthly performance reviews, retraining cycles, and a dedicated support channel. Contracts are rolling — no lock-in beyond the current quarter.
Decision board: which engagement fits?
| Scenario | Recommended path | Typical duration | Investment range |
|---|---|---|---|
| You have clean data and a defined problem | Direct to proof of concept | 4–6 weeks | $25k – $55k |
| You suspect AI could help but lack clarity | Discovery workshop first | Half-day + report | $3.5k |
| Your existing model is degrading | Model audit and retraining | 2–3 weeks | $12k – $30k |
| You need ongoing AI operations support | Stewardship retainer | Rolling quarterly | From $4.8k/month |
Start a conversation
Tell us about your situation. We will respond within one business day with an honest assessment of whether we can help — and if we cannot, we will point you to someone who can.
Reach us directly
79 Bauch Estate Dr, Port Madeline, South Australia 4965, Australia
07 7299 6895
[email protected]
