Give People a More Natural Way to Reach the Right Information
Create an interactive 3D AI experience that allows customers and visitors to ask questions by voice and receive responses prepared from the business information you approve.
Powered by Neo 3D AI and governed enterprise knowledge retrieval through Ainfinite Core.
Neo 3D AI must be labelled Available, Pilot/Early Access or Upcoming only after its current maturity status has been formally confirmed.
Retrieve relevant evidence from controlled sources, within the information boundaries set by the organisation.
People Should Not Need to Understand Your Information Structure to Get an Answer
Customers and visitors often need information while they are already inside an experience. They may not know which website page, document, department or person holds the answer.
Information Is Organised Around the Business
Policies, services, facilities and product information are usually stored according to internal departments and systems, not according to the questions visitors naturally ask.
Frontline Teams Answer the Same Questions Repeatedly
Reception, customer-service and visitor teams spend time responding to routine requests that could be answered from approved information.
Digital Navigation Creates Friction
A visitor may have to search several pages or menus before finding the information relevant to their immediate need.
Open-Ended AI Can Create Information Risk
A customer-facing AI experience becomes unreliable if it responds beyond the approved knowledge scope or presents unsupported information as fact.
Voice Alone Does Not Work for Every User
Noise, speech differences, hearing requirements and accessibility needs can affect how users interact with a voice-led experience.
The experience gap sits between the information the organisation has and the way people naturally ask for it.
Turn a Spoken Question Into a Controlled Knowledge Response
Neo combines voice processing, governed retrieval and a 3D interface to interpret a visitor’s question, search approved knowledge and present an appropriate response.
Seven-Step Interaction Flow
Begin the Interaction → Capture the Question → Interpret the Request → Confirm the Knowledge Scope → Retrieve Approved Evidence → Prepare the Response → Present and Continue
- 01
Begin the Interaction
The customer or visitor starts an interaction with the Neo 3D AI experience.
- 02
Capture the Question
The user asks for information through the confirmed voice-input experience.
- 03
Interpret the Request
The system identifies the subject and type of information being requested.
- 04
Confirm the Knowledge Scope
Apply the configured information boundaries and determine which approved sources may be searched.
- 05
Retrieve Approved Evidence
Find the relevant information within the connected and authorised business knowledge sources.
- 06
Prepare the Response
Generate a response using the retrieved context, configured policies and experience guidelines.
- 07
Present and Continue
Deliver the response through the interactive 3D experience, then allow the user to ask another question or complete the interaction.
Before and After
Visitors search menus, read several pages or depend on frontline employees for routine information.
Visitors ask a natural-language question and receive a response based on the approved information available to the experience.
Design the Experience Around the Questions People Actually Ask
Neo is best suited to customer and visitor interactions where approved business information needs to become easier and more engaging to access.
Visitor Information Assistance
Provide approved information about a location, facility, service or visitor process through an interactive 3D experience.
Corporate Reception Experience
Help visitors find approved information about the organisation, offices, departments or arrival procedures.
Product and Service Information
Present approved product or service information through natural spoken questions and responses.
One experience.
A defined knowledge scope.
Policy and Procedure Guidance
Explain relevant customer or visitor policies using connected and approved information.
Event and Exhibition Information
Support questions about an event, exhibition, participating organisation or approved programme information.
Guided Information Discovery
Help users explore connected information without requiring them to understand the structure of the underlying website or document repository.
Neo 3D AI
Voice-Enabled 3D AI Concierge Platform
Status awaiting confirmationExplore Neo 3D AINeo 3D AI provides the interactive 3D presence, voice interaction and customer-facing response experience used within this solution.
Confirmed Capability Scope
- Interactive 3D presence
- Voice interaction
- Governed knowledge retrieval
- Responses grounded in approved information
- Policy-aligned information
- Controlled knowledge sources
Role of Ainfinite Core
Ainfinite Core can provide the underlying:
Approve the knowledge
- Approved enterprise knowledge
Retrieve the context
- Retrieval
- Model access
Control the response
- Context boundaries
- Response guardrails
- Permissions
Review the experience
- Evaluation controls
Control the Experience From Spoken Input to Presented Answer
A voice-enabled 3D experience requires several technical layers to work together. The exact speech services, model, interface, knowledge sources and deployment architecture must be confirmed for each implementation.
Experience Layer
- Interactive 3D presence
- Visual interface
- Voice-input control
- Response presentation
- Session start and completion
- Confirmed accessibility controls
Speech-Processing Layer
A typical implementation may include:
- Microphone input
- Audio capture
- Speech-to-text processing
- Language configuration
- Input-quality handling
- Text-to-speech output
The selected speech services, supported languages and audio-processing methods must be technically confirmed.
Knowledge-Retrieval Layer
- Query interpretation
- Approved-source selection
- Keyword or semantic retrieval
- Metadata filtering
- Relevant-context assembly
- Source and policy boundaries
Response-Control Layer
- Configured system instructions
- Approved business terminology
- Response-length rules
- Restricted subject areas
- Policy checks
- Insufficient-information handling
- Output evaluation
Presentation Layer
- Final response preparation
- Voice-output generation
- 3D response delivery
- On-screen supporting information where implemented
- Continued interaction or session completion
Approved Knowledge Sources
Depending on technical validation, sources may include:
- Approved business information
- Product and service documents
- Visitor information
- Policy documents
- Frequently asked questions
- Website information
- SharePoint content
- Confluence content
- Other controlled knowledge repositories
Knowledge and Experience Guardrails
Approved Sources Only
Define the exact information Neo can search and the subjects it is permitted to answer.
Grounded Response Preparation
Retrieve relevant business context before preparing a response.
Insufficient-Information Handling
Do not answer beyond the evidence available in the approved knowledge environment.
Content Ownership
Assign responsible business owners to approve, update and retire information used by the experience.
Version and Policy Control
Use current and approved information where the necessary metadata and governance processes are available.
Voice-Data Minimisation
Collect and retain only the audio, transcripts and interaction data required for the confirmed purpose.
User Transparency
Clearly indicate that the visitor is interacting with an AI system and explain how interaction information is handled.
Alternative Interaction
For public-facing environments, assess whether a text, touch or assisted alternative is needed for people who cannot use voice effectively. Do not claim these interfaces until implemented.
No Speaker Analysis
Do not claim speaker identification, emotion recognition, demographic inference or biometric analysis.
Response Testing
Test common questions, unclear speech, background noise, unsupported questions, conflicting sources and insufficient-information scenarios.
The 3D character is the visible experience. The knowledge boundaries, retrieval quality and response controls determine whether the interaction is trustworthy.
Measure Whether People Reach Useful Information
Evaluate the experience against real visitor questions and approved answers. Metrics should reflect understanding, knowledge quality and task completion, not decorative engagement figures.
Where supported by confirmed reporting:
Interaction Measures
- Interactions started
- Interactions completed
- Average turns per interaction
- Repeated questions
- Unclear-input rate
- Abandoned interactions
- Voice-recognition correction rate
Knowledge Measures
- Approved questions answered
- Insufficient-information responses
- Grounded-response evaluation
- Source-retrieval relevance
- Outdated-content findings
- Conflicting-information findings
- Knowledge gaps identified
- Human correction rate
Experience Measures
- Information task-completion rate
- Time to reach relevant information
- User feedback where implemented
- Accessibility issues identified
- Interface or audio failures
- Sessions requiring employee assistance
Intended Business Outcomes
A visitor asks for information
- Easier access to approved information
- Reduced dependence on complex navigation
Neo prepares a response
- More consistent responses to routine questions
- A more interactive customer or visitor experience
- A branded voice-enabled information experience
Content owners review the scope
- Clearer boundaries around what the AI can answer
- Better visibility into missing or unclear business information
Experience Variations
Corporate and Enterprise Locations
Provide approved office, organisation, visitor and service information.
Manufacturing and Industrial Visitor Centres
Explain approved company, product, facility or visitor information without providing operational instructions unless authorised.
AI-generated illustrative settings. These images do not depict confirmed Neo deployments.
Evidence and Case Study Rule
No confirmed Neo deployment or approved customer case study is currently available in the supplied material.
Do not publish language counts, response-accuracy percentages, visitor engagement improvements, satisfaction scores, time-saving claims or usage statistics until measured and approved.
Pilot Evidence Structure
- 01Visitor-information problem
- 02Approved question set
- 03Connected knowledge sources
- 04Configured response boundaries
- 05Voice and interface testing
- 06Measured interaction results
- 07Decision to expand or revise
Validate the Experience Before Placing It in Front of Users
Begin with one audience, one information journey and an approved knowledge set. Test the interaction with real questions, different users and realistic environmental conditions before expanding.
Seven-Step Implementation Path
Choose the Journey → Define the Answer Scope → Prepare Approved Knowledge → Design the Experience → Configure Voice and Retrieval → Test Real Interactions → Approve and Expand
- 01
Choose the Journey
Select one customer or visitor information scenario and define the intended audience.
- 02
Define the Answer Scope
Identify which subjects Neo may answer and which questions must remain outside the experience.
- 03
Prepare Approved Knowledge
Select, review and organise the business information required for the chosen journey.
- 04
Design the Experience
Define the 3D presence, interaction tone, response style and visible interface.
- 05
Configure Voice and Retrieval
Set up the confirmed speech services, retrieval process, knowledge boundaries and response controls.
- 06
Test Real Interactions
Evaluate typical questions, varied speech, environmental noise, unsupported requests, knowledge gaps and accessibility needs.
- 07
Approve and Expand
Launch or extend the experience only after the content, response quality, user interaction and governance requirements are accepted.
Start with one visitor journey. Control the knowledge. Build an experience people can actually use.
Bring one customer or visitor journey and the information people need to access. We’ll help define the experience, knowledge scope and technical pilot.
Visit www.ainfinite.ai