AI

Custom AI experiences

A build shaped around your organisation’s own knowledge and workflow, answering the way your own people do.

The moment

The question that arrives at eleven at night

A carer in a regional town types a question into your website after a long shift: what the new medication means for her mother’s morning routine. The answer sits in a folder on your shared drive. Your desk reopens at nine. By then she has rung the after-hours line twice.

Blank glass cards float in a ring around a bright core in a dark studio, with nobody in the frame.
Your policies, handbooks and recorded briefings become the material the build answers from.
Glowing message panels float in a dark studio, a ribbon of light winding away from them into the distance.
Your answer reaches her at eleven at night, drawn from the same material a daytime answer uses.
A glowing sphere hangs above a dark floor, rings of light spreading outward from beneath it.
One build reaches every site: in writing, by voice, or on a call.

What the build does

It answers from your material and hands over when it should

Retrieval draws on your approved knowledge, so the answer sounds like your organisation. Guardrails hold it inside what you agreed. Anything that needs a person is queued for one.

A practitioner moves knowledge into a tray. An AI roleplay scenario for custom AI experiences.
Your approved documents are the shelf the build reaches for, and nothing else.
Two colleagues review blank tokens for AI safety. An AI roleplay scenario for custom AI experiences.
Your safety team reviews what the build may and may not say before anyone outside sees it.
A tester uses the AI station's large control. An AI roleplay scenario for custom AI experiences.
Your visitors who cannot use a keyboard get a control they can.

Bring us the custom AI problem your team has.

Open the contact form

Before we build

What we agree with you before a line of code

Three things are settled before the first line of code is written.

Two people beside floating abstract shapes, one holding the answer given and one the intended flow. A first person AI roleplay scenario for applied AI in sensitive conversations, seen through the headset.
A secure safety net. A protected environment for sensitive conversations, so people get support on difficult topics.
Two designers compare abstract character shapes onscreen. An AI roleplay scenario for custom AI experiences.
Data ownership and domain expertise. Named vendors under their agreements, data handling you agree before we build, and your subject experts guiding what it can say.
A clinical scenario for practising conversation.
Your clinicians are coached through a session before the build reaches a patient conversation.
Three people arrange tiles for an AI workflow. An AI roleplay scenario for custom AI experiences.
Your team maps the workflow the build will sit inside, tile by tile, in the co-design workshop.

Our commitment, after it ships

What stays true once it is in your people’s hands

Tools that extend the reach of the people already doing the work, for one person or a whole organisation. Approved knowledge, human oversight, configurable boundaries and auditability stay in place.

Two people adjust a generic character. An AI roleplay scenario for custom AI experiences.
Your team adjusts the character’s look and voice until it fits the people it serves.
A builder presents an AI prototype for review. An AI roleplay scenario for custom AI experiences.
Your reviewers get a working prototype to try, not a slide deck about one.
Two specialists refine a translucent mask. An AI roleplay scenario for custom AI experiences.
Your specialists refine the model’s output until the edge cases are clean.

How a build comes together

From the discovery call to the day after launch

Discovery sets the goal. Co-design workshops shape it with your team. Prototyping builds it, testing readies it for your platforms, support carries it past launch. See our approach.

A tester raises an arm by a skeleton. An AI roleplay scenario for custom AI experiences.
Your testers put the build through its paces, and the skeleton shows what it saw.
A booking panel with a calendar beside the chat. A first person AI roleplay scenario for digital twins.
Your booking calendar sits beside the chat, so a conversation can end in an appointment.
A reviewer watches an AI conversation with the approval controls in view.
Your reviewer watches a conversation with the approval controls in view.

Where a person stays responsible

When the knowledge has to be yours and the call has to be human

A custom build needs curated, approved knowledge about your own policy and practice. Licensed professionals stay responsible for clinical and crisis care; the build extends the people already doing that work. Map where AI fits on AI Studio, answer a short set of questions and download the opportunity map, or start on the AI overview page.

A woman stands inside a glowing curved boundary with a translucent panel in front of her, a safety net drawn around a conversation.
Your people in a protected space see the companion, and the exit to a human, from inside the headset.
A person wearing a mixed-reality headset gestures toward an unseen panel, a mentoring session run inside a headset.
Your mentors run a session inside the headset with the same guardrails as the desk version.
A woman wearing a mixed-reality headset reaches toward a floating ribbon shape, a support conversation run inside a headset.
Your support line hands a caller to a person the moment the build reaches its limit.

Inside a headset

The same build, in the room where the job happens

VR needs a headset. A custom AI build does not, but it can run inside one when the headset is already part of the job: a clinician in the staff room, a lounge host greeting a traveller, an AI presence beside the equipment. Same knowledge, same boundaries, same handover to a person.

A head wearing a mixed-reality headset, isolated against a soft field: one way a custom AI build can appear inside a headset session.
Your AI presence appears inside the headset session your staff already run.
A clinical scenario for practising conversation.
Your clinicians practise the patient conversation in the staff room, headset on, between shifts.
A lounge scenario for welcoming a traveller.
Your lounge hosts rehearse the welcome with a traveller who arrives tired and late.
"AI plays a crucial role here as well, especially now, helping to script and gamify scenarios that provide a more realistic experience. It enables us to craft narratives that adapt in real-time, making the experience progressively more challenging and thus more effective."

Simon Lowe, CEO of People Tech Revolution, speaking at a podium.Simon Lowe
CEO, People Tech Revolution, on AI inside PTR’s scenarios. The Cusp of a Revolution, Global Best Practice Group, October 2024

Bring us the custom AI problem your team has.

Open the contact form

Building a custom experience on top of this

Your developers build on the same pieces through the PTR API and SDK, under an enterprise agreement.

A practitioner moves one conversation-model block. An AI roleplay scenario for AI roleplay and practice.
Developers. What the agreement provides, and what your team can start with today.
A tester asks the AI a question.
Your team tells us what it is building, and we arrange the agreement.Request API and SDK access

Related PTR work and further reading

Where digital twins, AI roleplay and PTR’s approach fit alongside a custom build.

Sources and further reading

NIST guidance on AI risk management and Australian Government policy on responsible AI use.

A clinician wearing a headset sits with a simulated digital-human patient during a consultation, part of PTR's custom AI experiences.

AI Risk Management Framework (AI RMF 1.0)

National Institute of Standards and Technology · 2023

The framework behind the approved-knowledge and human-oversight commitments above.

Three people arrange tiles for an AI workflow. An AI roleplay scenario for custom AI experiences.

Policy for the responsible use of AI in government (v2.0)

Australian Digital Transformation Agency · 2025

The government guardrail language the build commitments draw on.

LABS DEMOS

Try what we're building.

Explore working demonstrations of immersive training, XR, AI and interactive experiences for healthcare, education, government and enterprise.

Explore Labs Demos ↗
The PRACTICE lane on PTR Labs Demos: three of its roleplay characters shown one after another in cinematic office settings, a golden-hour boardroom, a customer lounge and a dusk meeting room
PRACTICE
The PLAY lane on PTR Labs Demos: a slow moving view through three environments from the 360 Immersive Experience, a museum hall, a hospital room and a modern waterfront, animated from the experience's real 360 scenes
PLAY
The CREATE lane on PTR Labs Demos: a chibi character modelled on PTR's co-founder runs toward the camera through Scope Creep Sprint's world, leaping an office chair and a jammed printer
CREATE
The CONNECT lane: a six-person video call grid bringing a distributed organisation together, among them a woman using a wheelchair and a man dialling in from a greenhouse
CONNECT
The CONSULT lane: Simon leads an adaptive AI consultation, talking a client through a tailored recommendation shown on a tablet between them
CONSULT
The COLLABORATE lane: Leonie leads a co-design workshop at a whiteboard, mapping ideas with sticky notes while the group gathers around her
COLLABORATE
AI STUDIO DEMOS

Build and manage AI for your organisation.

See applied AI in action. Explore demos of digital twins, adaptive AI consultation and collaborative AI tools.

Explore AI Studio Demos ↗
WHAT CLIENTS SAY
Keia Hobbs, MD
PTR demonstrated a profound understanding of the intricacies of human behaviour, crucial in crafting meaningful and impactful experiences. I wholeheartedly endorse PTR and their commitment to creating impactful experiences.
Keia Hobbs, MD
Assistant Dean of Graduate Medical Education, University of Illinois Chicago
Martine McCash
Over the past six months, XRHealth Australia has worked closely with People Tech Revolution to co-design innovative immersive applications... supporting workplace mental health and recovery in the transport industry. Simon and his team have been exceptional collaborators: creative, responsive and genuinely committed to human-centred design. Their ability to understand clinical and operational needs and translate complex ideas into safe, realistic VR environments has made the partnership both productive and enjoyable. Together, we are developing practical, evidence-informed tools that build confidence, resilience and coping strategies through structured, real-world scenarios. I highly recommend People Tech Revolution as a trusted technology partner.
Martine McCash
Vice President - Services, XRHealth Australia
Sally Wagnon
From the initial concept discussions to the final execution, PTR demonstrated a commitment to guiding us through what was completely new territory. Their approach was structured and transparent and they always let us know what was achievable given the timeframe and budget.
Sally Wagnon
Senior Campaign Manager, 89 Degrees East
Nic Barry
I don't think role plays will ever cut it again in this space. Participants are able to empathise and discuss the experiences... with detail that just wouldn't be possible without actually experiencing it themselves.
Nic Barry
Digital Learning & Organisational Capability, Domain Group
Rhonda Brighton-Hall
They jump back, step away, they gasp, they try to find their voice, they ask to be included and when dismissed, they physically shrink. And when they can't do any of those things, the learning sticks and the real conversations begin.
Rhonda Brighton-Hall
CEO, MWAH - Making Work Human Again
Sean Hunter
Working with the PTR team has been great and I look forward to continuing the relationship and developing more VR training.
Sean Hunter
Director of Systems Transformation, Mater and Mater Education
Christine Mudavanhu
We work together with People Tech Revolution to codesign experiences and we are both committed to creating psychologically safe environments and workspaces.
Christine Mudavanhu
Founder and Principal Consultant, Utano Global
SWGJ Program Lead
VR will be a game changer, helping us create ongoing opportunities for deliberate and safe practice following the live workshop experience.
SWGJ Program Lead
Speaking with Good Judgement Program Lead, Mater Education
Built with organisations around the world.
Amazon Abinbev Domain Group Nsw Police Force State Farm Uic Austrade Colorado College Douglas Partners Htc Lake Michigan College Montana State University Optus Accelerator Enterprising Women Procter Gamble Games Done Legit Central Coast Council Thales Valdosta State University Advance Queensland Salesforce Amazon Abinbev Domain Group Nsw Police Force State Farm Uic Austrade Colorado College Douglas Partners Htc Lake Michigan College Montana State University Optus Accelerator Enterprising Women Procter Gamble Games Done Legit Central Coast Council Thales Valdosta State University Advance Queensland Salesforce
Exxonmobil Google Cornell University Royal Australian Navy Gsk Jpmorgan Booz Allen Coachella Georgian College King Wood Mallesons Macquarie Johns Hopkins University Ntuc Income Pomfret School Qut Pwc Servicenow University Of Colorado Watermark Telstra Foundation Enterprising Me Exxonmobil Google Cornell University Royal Australian Navy Gsk Jpmorgan Booz Allen Coachella Georgian College King Wood Mallesons Macquarie Johns Hopkins University Ntuc Income Pomfret School Qut Pwc Servicenow University Of Colorado Watermark Telstra Foundation Enterprising Me
Mayo Clinic Etihad Airways Commonwealth Bank Mater Viacom Cbs University Of Illinois Bcg Charles Darwin University Ibm Nyc Department Of Education Mcci Intel Nsw Family Community Services Port Macquarie Hastings Council Queensland Government Singularity University Southern New Hampshire University University Of Twente Woodside 89 Degrees East Mayo Clinic Etihad Airways Commonwealth Bank Mater Viacom Cbs University Of Illinois Bcg Charles Darwin University Ibm Nyc Department Of Education Mcci Intel Nsw Family Community Services Port Macquarie Hastings Council Queensland Government Singularity University Southern New Hampshire University University Of Twente Woodside 89 Degrees East
Simon Lowe in conversation, hands raised mid-sentence in an armchair
Didymo

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