What We Build

Here's what AI actually does for a business like yours.

Not a list of tools. Not a buzzword glossary. Real systems, organised by the type of problem you're trying to solve. Find your situation and see what's been built for businesses in exactly the same position.

We've applied AI to 50+ business problems. These are the categories where we see the most consistent, measurable impact.

01 -- Customer Support & Triage

Stop your best people from answering the same question 40 times a day.

Most support queues are 60–70% tier-1 queries -- password resets, billing questions, feature how-tos -- that follow predictable patterns and require no human judgement. AI handles these end-to-end. What's left for your team is the work that actually needs them.

What we build

  • --Intelligent ticket triage and auto-resolution systems
  • --AI-powered knowledge base with real-time update capability
  • --Escalation routing with pre-populated context for the support agent
  • --Multi-channel coverage: email, chat, in-app

Outcomes we've measured

  • ✓60% reduction in tier-1 ticket volume
  • ✓34% reduction in average handling time on escalated tickets
  • ✓Support team NPS improvement -- staff report higher satisfaction on complex work
02 -- Sales & Revenue Intelligence

Stop leaving revenue in the data you already have.

E-commerce businesses are sitting on purchase history, browse behaviour, and session data that most of them never fully use. AI turns that data into personalised product and content experiences that convert at a measurably higher rate -- without increasing ad spend.

What we build

  • --Personalised product recommendation engines (homepage, PDP, post-purchase)
  • --Dynamic pricing models for inventory management and margin optimisation
  • --Customer lifetime value prediction and segmentation
  • --Abandoned cart and replenishment trigger systems

Outcomes we've measured

  • ✓+35% conversion rate lift from personalisation
  • ✓4.1× email recommendation click-through rate
  • ✓22% increase in return customer purchase rate
03 -- Operations & Workflow Automation

The manual processes that eat your team's week don't have to.

Operations work -- data entry, report generation, approval routing, document processing, scheduling -- follows rules. Rules can be automated. The question isn't whether it's possible; it's which processes are worth automating first, and in what order they compound.

What we build

  • --End-to-end workflow automation for approval, routing, and notification chains
  • --Data entry and form processing automation
  • --Document classification, extraction, and filing systems
  • --Scheduling and resource allocation optimisation

Outcomes we've measured

  • ✓40–60% reduction in manual data entry hours
  • ✓2–3 day process cycle times compressed to same-day
  • ✓Error rates in manual data processes reduced to near-zero

Best fit

Businesses where staff spend 30%+ of their week on repeatable, rules-based tasks

04 -- Data & Reporting Automation

Stop paying your analysts to pull reports. Start paying them to think.

Standard reporting -- weekly dashboards, client reports, performance summaries -- is valuable. The manual process of generating it is not. AI handles the data pull, the formatting, the distribution, and the anomaly detection. Your analysts focus on what the numbers mean and what to do about them.

What we build

  • --Automated report generation and distribution (scheduled or triggered)
  • --Anomaly detection and intelligent alerting
  • --Plain-English performance summaries generated from structured data
  • --Decision-support dashboards that surface insights, not just data

Outcomes we've measured

  • ✓85% reduction in time spent on standard reporting
  • ✓10× faster delivery from data event to insight
  • ✓Anomalies caught automatically that were previously missed for days or weeks
05 -- Document Processing & Extraction

Documents are where professional services businesses lose the most time.

Accounting firms, law firms, financial advisers, and construction businesses process enormous volumes of documents -- contracts, invoices, applications, compliance forms. Reading, classifying, extracting data from, and routing these documents is skilled but time-consuming work. AI handles the routine volume. Your team handles the judgement calls.

What we build

  • --Contract review and clause extraction systems
  • --Invoice and purchase order processing automation
  • --Compliance document classification and flagging
  • --Application intake processing (for financial, legal, NDIS contexts)

Outcomes we've measured

  • ✓70–80% reduction in document processing time
  • ✓Same-day turnaround on intake documents previously taking 2–3 days
  • ✓Compliance flag accuracy exceeding manual review rates

Best fit

Professional services businesses processing 50+ structured documents per week

06 -- Knowledge Management & Search

What if every new team member could access the knowledge of your most experienced one?

Growing businesses accumulate knowledge in the heads of their longest-serving people. When those people are unavailable -- or when they leave -- that knowledge walks out with them. AI knowledge systems capture, organise, and make that expertise accessible to the whole team in real time.

What we build

  • --Internal AI knowledge assistants trained on company documentation and processes
  • --Onboarding acceleration systems (new team members ask, the system answers)
  • --Meeting intelligence and action extraction
  • --SOPs and process documentation automation

Outcomes we've measured

  • ✓New hire time-to-productivity reduced by 30–40%
  • ✓Reduction in repeated questions to senior staff
  • ✓Documentation coverage improvement from ad hoc to systematic

Best fit

Businesses growing headcount and experiencing knowledge transfer friction

Industries

Every industry has different AI leverage points. Find yours.

Industry-specific pages coming soon. In the meantime, book a call and we'll walk through what we'd target first in your sector.

Professional Services

Accounting, legal, financial advice

Document processing, client intake, compliance, reporting

Financial Services

Document review, compliance flagging, reporting automation, client servicing

Retail & E-Commerce

Recommendations, personalisation, inventory, customer retention

Healthcare & Allied Health

Intake, scheduling, compliance documentation, care coordination

Logistics & Distribution

Scheduling, route optimisation, exception handling, reporting

Start here

Tell us the problem. We'll tell you where AI fits -- if it does.

Some businesses come to us knowing exactly what they want to automate. Most don't. That's fine -- finding the right starting point is exactly what the Discovery Sprint is for. We scope the problem, assess the opportunity, and give you an honest recommendation on whether AI is the right answer.

Book a call See how our process works