AI + R&D systems for real businesses

Build the operating system your business should already have.

AI systems for enquiries, sales, CRM and operations, combined with R&D evidence systems for companies developing, testing or improving products, software, processes and technology.

Request a private systems review See the operating system

Live business operating layer

Enquiry capturedWeb, phone, email or referrals

LIVE

AI qualifies and routesContext, urgency and next step

R&D activity recordedHypothesis, experiment and evidence

CONTROLLED

For everyday SMEs

Commercial AI that does useful work.

Lead response, sales follow-up, CRM updates, bookings, knowledge and repetitive admin.

For R&D-intensive companies

Build the record while the work is happening.

Technical uncertainty, hypotheses, experiments, timestamped evidence, activity mapping, cost support and adviser readiness.

See the R&D evidence-management workflow →

The operating system

One management layer across customers, operations, experiments and evidence.

01Capture

Enquiries, projects, notes and documents.

02Classify

AI identifies intent and required action.

03Experiment

Record uncertainty, hypothesis and method.

04AI evidence layer

Time-stamp records and connect evidence.

05Manage

Track people, activity, documents and cost.

06Review

Generate structured management outputs.

AI investment decision tool

What could AI automation be worth to your business?

Model a workflow using your own time, cost and implementation assumptions. Start with the quick estimate or open the CFO model for value realisation, change costs and three-year NPV.

◆ Australian SME decision tool

AI Automation ROI Calculator

Build a transparent business case for an AI workflow. Model time recovered, adoption, implementation costs and three-year value — with every assumption visible.

● Private by design: calculations stay in your browser and are not submitted.

Your workflow

Values update instantly

People in the workflow staff

People who regularly perform this process.

Manual hours each week team total

Use measured hours where possible.

Loaded hourly cost AUD

Salary, super, benefits and overhead.

Weeks active each year weeks

48 allows for leave and shutdowns.

Realistic automation efficiency 70%

Share of manual effort genuinely removed after review and exception handling.

One-off implementation cost AUDOngoing monthly cost AUD

Licences, APIs, support and tuning.

Value realisation % of saved time

Discounts time that is not redeployed productively.

Avoided errors / rework AUD per yearAdded annual gross profit AUD

Only include attributable throughput or revenue.

Change & data preparation AUDAnnual cost growth %Discount rate %

See formulas and assumptions

Recovered hours = manual hours × efficiency × active weeks.
Capacity value is discounted by the value-realisation percentage in CFO mode.
First-year ROI = (first-year value − total first-year cost) ÷ total first-year cost.
Payback uses monthly value after ongoing cost; three-year NPV discounts annual cash flow.
Saved time is not automatically cash. Validate results against measured workflow data.

Discuss this ROI scenario Open the dedicated calculator page

Private systems review

Tell me where the business is leaking time, money or evidence.

I will frame a focused conversation around commercial AI, R&D evidence and the next practical system to build.

Your enquiry is submitted through the same central website enquiry pipeline used by the homepage, international advisory and investment pages.