# Digital Experience Labs

Digital Experience Labs (DXLabs) is an Australian technology consultancy. We get an operation's decisions and the processes around them right, put AI where it earns its place, and build immersive experiences people step inside. Process and governance first, agents second: AI is nothing without the process it exists to improve.

## What we do
Three capabilities that stand alone, and increasingly converge. We help COOs, Heads of Operations, Heads of Underwriting and Credit, Heads of CX and Digital, and operational and safety leaders turn complex, regulated operations into something that runs and stays running. We find the problem worth solving first, then put the right tool to the right job.

## The three capabilities
- Process and Decision Automation: the deterministic engine. Externalising the rules that govern consequential decisions, and automating the process, workflow, and orchestration around them, auditable and owned by the business. Where most of our delivery lives. Patterns include rule externalisation, high-volume decisioning at scale, AI-augmented decisioning, and agentic process orchestration. Rating is one demonstrated pattern within this, not the whole of it.
- Artificial Intelligence: the probabilistic layer. Reading, finding, synthesising, and holding a conversation across customer and citizen service, in-venue and digital kiosks, and internal knowledge, kept deliberately clear of the decisions that have to hold. Proven across European banking, transport, and hospitality.
- Immersive / XR: training, maintenance, and knowledge transfer people step inside. VR, AR, and kiosk experiences built on the real process, kept current by AI, and governed so procedures stay correct and approved. Proven in European industry, from rail maintenance training to immersive risk engineering.

## Convergence
Each capability solves real problems on its own; the work that matters most is increasingly where they meet. The first converged offering brings together AI, a kiosk, and a signing avatar so deaf citizens can self-serve with no interpreter in the loop, one job no single capability could do alone.

## The Decision Pyramid
Our reference pattern for how AI and rules fit together in a decision. Two layers: AI clears the effort of getting a case ready to decide (reading, extracting, classifying), and deterministic rules govern the decision itself (transparent, auditable, changeable by the business). The interface between the two, drawn deliberately, is what makes the whole thing hold. It is a decomposition, not a maturity model or a roadmap.

## Industries served
- Insurance: rating, underwriting, claims, pricing, and broker experience.
- Financial Services: credit decisioning, origination, and AI-augmented servicing for non-bank and specialty lenders.
- Government: decisioning, validation, eligibility, and digital citizen services across levels of government.
- Logistics: consignment decisioning at scale, and customer and passenger service across channels.
- Industrial & Manufacturing: operator training, maintenance, and knowledge transfer for plant operations.
- Retail & Hospitality: guest and customer service in any language, in venue and online.

## Part of Vection Technologies
Digital Experience Labs is an endorsed brand of Vection Technologies (ASX: VR1). The relationship broadened the capability stack with AI agents, spatial AI, and immersive platforms used by recognised European operators. One company, one delivery practice, a wider net of capability across APAC and beyond.

## Key ideas in our thinking
- Start with the process, not the agent: the organisations getting real value from AI named the process they were improving first, then found where AI fits and where it does not.
- A probabilistic tool should not own a deterministic decision: AI does the finding; rules make the call that has to hold and be defensible later.
- The decision still has to hold: in regulated work, the consequential call must be the same every time and auditable, through every model, data, and environment change.
- Immersive is nothing without the process: immersive that lasts is built on the real procedure and kept current, not a generic simulation.
- Right tool, right job: probabilistic and deterministic work are different jobs; we keep each in the layer built for it.

## Resources
- Capabilities overview: https://dxlabs.com.au/capabilities/
  - Process and Decision Automation: https://dxlabs.com.au/capabilities/process-decision-automation.html
  - Artificial Intelligence: https://dxlabs.com.au/capabilities/artificial-intelligence.html
  - Immersive / XR: https://dxlabs.com.au/capabilities/immersive.html
- Industries overview: https://dxlabs.com.au/industries/
  - Insurance: https://dxlabs.com.au/industries/insurance.html
  - Financial Services: https://dxlabs.com.au/industries/financial-services.html
  - Government: https://dxlabs.com.au/industries/government.html
  - Logistics: https://dxlabs.com.au/industries/logistics.html
  - Industrial & Manufacturing: https://dxlabs.com.au/industries/industrial-manufacturing.html
  - Retail & Hospitality: https://dxlabs.com.au/industries/retail-hospitality.html
- Selected thinking:
  - The AI conversation is backwards: https://dxlabs.com.au/insights/the-ai-conversation-is-backwards.html
  - The Decision Pyramid (effort vs value, the full framework): https://dxlabs.com.au/insights/decision-pyramid-article.html
  - AI compresses the effort, rules govern the decision (short version): https://dxlabs.com.au/insights/decision-pyramid.html
  - Finding an answer is not knowing it: https://dxlabs.com.au/insights/ai-finding-vs-knowing.html
  - When the audit comes, the decision still has to hold: https://dxlabs.com.au/insights/the-decision-still-has-to-hold.html
  - Immersive is nothing without the process: https://dxlabs.com.au/insights/immersive-is-nothing-without-the-process.html
  - What decisioning taught us about AI: https://dxlabs.com.au/insights/what-decisioning-taught-us-about-ai.html
  - Why iPaaS wins agent orchestration: https://dxlabs.com.au/insights/why-ipaas-wins-agent-orchestration.html
- All case studies: https://dxlabs.com.au/case-studies/
- All insights: https://dxlabs.com.au/insights/
- About: https://dxlabs.com.au/about.html
- Contact: https://dxlabs.com.au/contact.html
- RSS feed (insights): https://dxlabs.com.au/insights/feed.xml

## Credibility signals
Each claim links to a page where the evidence sits on the site.
- A decade of delivery across insurance, financial services, government, logistics, and industry: https://dxlabs.com.au/about.html
- Part of Vection Technologies (ASX: VR1): https://dxlabs.com.au/about.html
- Named ANZ clients including Fidelity Life, Incitec Pivot, Solvar, Envest, Integrity Life, and Solution Underwriting (now CFC): https://dxlabs.com.au/case-studies/
- European proof including Trenitalia (immersive maintenance training), Generali (immersive risk engineering), and Banca Sella and Sei Toscana (AI service): https://dxlabs.com.au/case-studies/

## Geography
- Primary market: Australia and New Zealand (en-AU), with delivery across APAC and Europe.
- Address: Level 5, 20 Bond Street, Sydney NSW 2000
- ABN: 17 637 627 457