What AI actually delivers

Challenge

A mid-size Melbourne law firm was spending 2–3 hours per matter on initial document review. Junior staff turnover was high and the bottleneck was limiting how many matters the firm could take on.

Approach

We designed and deployed a RAG-based document review assistant trained on the firm's precedents and matter types. The tool drafts initial summaries, flags key clauses, and surfaces relevant precedents — all within the firm's existing document management system.

Result

Initial document review time dropped from an average of 2.5 hours to under 20 minutes per matter. The firm increased its matter intake by 35% without adding headcount.

Challenge

An Australian eCommerce brand was handling 1,200+ customer service enquiries per week. Response times averaged 18 hours and customer satisfaction scores were declining. The support team was stretched and seasonal spikes were unmanageable.

Approach

We implemented an AI-powered first-response system integrated with their helpdesk. The system handles order status, returns, and product queries autonomously. Complex or sensitive issues are automatically escalated with full context to human agents.

Result

80% of enquiries are now resolved without human involvement. Average first-response time dropped from 18 hours to under 3 minutes. Customer satisfaction scores increased from 3.2 to 4.6 out of 5.

Challenge

A boutique financial advisory firm needed to demonstrate AI governance compliance ahead of new ASIC expectations. They had four AI tools in production but no policies, documentation, or risk assessments in place.

Approach

We conducted a full AI audit across their technology stack, built a governance framework aligned with Australian regulatory expectations, and produced an AI register covering all deployed models. We also ran a board-level briefing on AI risk and accountability.

Result

The firm passed their subsequent compliance review with no findings related to AI. Leadership reported significantly higher confidence in their regulatory position. The governance framework is now used as a template across two related businesses.

Challenge

A healthcare practice network was spending significant administration time on clinical note summarisation, referral drafting, and insurance pre-authorisation. Clinicians were frustrated by administrative burden eating into patient time.

Approach

We delivered an AI training program for clinical and admin staff, then implemented a structured workflow using existing approved tools (no custom development required). The program included privacy compliance checks aligned with the My Health Records Act 2012 (Cth).

Result

Clinicians reported saving an average of 45 minutes per day on administrative tasks. The practice network expanded the program to all three locations after the initial pilot site results.

Challenge

A regional construction company wanted to adopt AI but had no clarity on where to start. Leadership had seen competitors mention AI but had no internal expertise to evaluate tools, risks, or opportunities.

Approach

We ran an AI Strategy engagement: discovery workshops with leadership and operational staff, a technology audit, competitive landscape review, and a phased 12-month AI roadmap prioritised by ROI potential. We also ran a half-day executive briefing.

Result

Leadership left with a clear, actionable roadmap. In the 6 months following, the company implemented two of the recommended AI workflows (project scheduling and tender analysis), reporting combined time savings of 12 hours per week.