Dental & Veterinary
Intake triage, post-procedure call cycles, recall automation.
Melbourne · Victoria
Where we proved innovate.
Melbourne is the launchpad for our AI Agentic practice. Where we proved that autonomous, goal-driven agents — equipped with tools, memory and human-in-the-loop safeguards — could replace traditional Allied Health front-of-house at scale. Now expanding into adjacent Victorian sectors.
The launchpad sector
Allied Health
Hand therapy, psychology and broader Allied Health clinics where intake is detail-sensitive, clinical safety is non-negotiable, and the administrative cost of getting either wrong is high. Our agentic AI front-of-house was first proven here.
Case study · Allied Health
An agentic AI front-of-house. Proven in Melbourne.
Allied Health clinics face a structural problem. Front-of-house demand is high. Intake is detail-sensitive — a missed urgency flag can change a clinical outcome. Administrative cost is escalating. And Australian skilled-labour shortages make traditional receptionist hires harder every year.
We built a multi-agent system that handles intelligent triage, automatic referral processing, pre and post-operative call cycles, and intake automation — with human-in-the-loop safeguards on anything clinical. Proven in Melbourne. Now extending to dental, veterinary, legal intake and trades dispatch.
| Feature | Manual | Agentic AI |
|---|---|---|
| Call Handling | 4.2 minutes per call | 1.8 minutes per call |
| First-Call Resolution | 73% | 91% |
| Staff Productivity | High burnout / admin load | 45% increase in productivity |
| Annual Savings | N/A | $75k – $100k per mid-sized clinic |
Where we're heading
Allied Health was the launchpad. Adjacent sectors are next.
The agent architecture we built for Allied Health translates directly to other intake-heavy and outbound-cycle workflows. Victorian engagements currently in development span dental and veterinary clinics, legal and accounting intake, and trades and field-service dispatch. Each has the same underlying pattern — high-volume front-of-house, time-sensitive workflows, regulatory or clinical safety considerations, and an administrative cost base that's been quietly eroding margin for a decade.
Legal & Accounting
Client intake, document validation, conflict checks, scheduling.
Trades & Field Service
Dispatch optimisation, customer call handling, job qualification.
Real Estate & Property
Inspection booking, tenant qualification, vendor coordination.
Strategy for Victorian businesses.
From operating model redesign to APAC expansion. Our Management Consulting practice serves Victorian businesses across the same nine industries we work in nationally. Cross-pillar engagements often start in AI Agentic and expand into strategy.
Explore Management Consulting →Mid-market cyber for Victoria.
For VIC mid-market enterprises in regulated industries — financial services, healthcare, professional services. Essential 8, NIST CSF, ISO 27001, APRA CPS 234 and SOC 2. Remote-first from Adelaide with on-site engagement when needed.
Explore Cyber Security →The AI agentic frameworks
Anchored to recognised standards.
AI Risk Management Framework (AI RMF)
NIST's framework for trustworthy AI. Anchor for our AI Integration Readiness Assessments.
Voluntary AI Safety Standard
Australia's national framework for safe AI. Increasingly expected in regulated sector procurement.
Clinical Governance
The patient-safety frame for any AI deployed in a clinical workflow. Our HITL safeguards align here.
How we work
Four steps from conversation to production.
01 · Discover
Map the workflow.
A scoped discovery session. We listen to the workflow, the operational pain and the clinical or commercial constraints.
02 · Design
Agentic Use Case Design.
4–8 week scoping engagement. Agent architecture, tool integration map, HITL design, evaluation harness, pilot proposal.
03 · Pilot
Build and prove in production.
Build the agent, instrument it, evaluate it, red-team it. Run a controlled production pilot with measured outcomes.
04 · Operate
Scale and run.
Production deployment, ongoing managed run, governance reporting and continuous improvement.
Who you're buying
A bench built for clinical AI delivery.
20+ yrs
Principal consultant experience
Big Four
Former senior leadership in advisory
AI Architect
5+ years deploying AI at enterprise scale
Clinical SME
Allied Health and clinical governance
CRISC, CISSP, CC
Certified across risk, security and AI
ISO 27001 LA
Lead Auditor for certification readiness
OSCP, Blue + Red
Penetration testing and incident response
HITL by design
Human-in-the-loop architecture for clinical AI
Start here
One conversation. Then we'll show you what's possible.
Talk to us about the agent you've been considering — for clinical operations, sales outreach, customer service, or the back-office workflow that's been quietly eating your margin.
Book a discovery call →Common questions
Melbourne FAQ.
Why is Melbourne your AI Agentic launchpad?
The Allied Health sector concentration in Melbourne — particularly hand therapy and psychology clinics — gave us the right combination of clinical complexity, intake-heavy workflow and willingness to pilot. The agent architecture we built there is sector-agnostic, but Melbourne is where it was first proven in production.
Do you only do AI work in Melbourne?
No. Our Management Consulting and Cyber Security practices serve Victorian businesses too. But the Allied Health agentic AI work is the engagement type Melbourne is best known for, and the page leads with it.
Can you build an agentic AI front-of-house for my dental, vet, or legal practice?
Yes. The pattern translates directly. The core architecture — goal-driven agents, tool integration with your practice management system, memory across customer interactions, human-in-the-loop safeguards on clinical or legal decisions — works the same way. Start with an Agentic Use Case Design engagement (4–8 weeks) to scope your specific workflow.
What about clinical safety and patient privacy?
Human-in-the-loop safeguards are non-negotiable for any clinical decisioning. Our agents handle intake, triage prioritisation, scheduling, referral processing, and post-procedure check-ins — but always with clear escalation to a clinician for anything that affects patient care. On privacy, the system architecture supports both cloud and on-premises deployment depending on data residency requirements.
How fast can we go from conversation to running pilot?
An Agentic Use Case Design takes 4–8 weeks and produces a scoped pilot proposal. From signed pilot to running production agent is typically another 3–6 months depending on the integration complexity and HITL design. Allied Health clinics often see ROI within 6–8 months of pilot start.
What's the relationship between FortNynja and the Allied Health case study practice?
We delivered the system. We can't name the practice publicly without consent — but we can arrange a reference conversation during discovery for qualified prospects evaluating a similar engagement.