INIQAI · Real estate operations, knowledge & decision intelligence

Better property decisions
need better information
underneath.

INIQAI connects developer operations, governed property knowledge and AI-assisted buyer decisions—from the first enquiry to a more informed property choice.

INIQReal OS is commercially deployed. INIQ Knowledge and KeyWay are under implementation.

INIQAIProduct ecosystem

REAL ESTATE INTELLIGENCE

One property journey.
Three connected layers.

Operations, knowledge and buyer decision support.

INIQAI ecosystem
01Commercial product
02Intelligence layers
01Connected journey

The INIQAI product layers

RO
INIQ RealOSDeveloper operationsEnquiries · Sales · Booking · Payments
Live
IK
INIQ KnowledgeGoverned property knowledgeSources · Approval · Freshness · History
Building
KW
KeyWayAI-assisted property decisionsUnderstand · Compare · Decide · Connect
Building
Operate the business. Structure the knowledge. Help buyers decide.
Conceptual product architecture · RealOS is commercially deployed; INIQ Knowledge and KeyWay are under implementation.

REAL ESTATE IN THE AI ERA

Property decisions need
better information underneath.

Buyers already use websites, portals, advertisements, brochures, sales conversations and increasingly AI to understand property. But the information behind those decisions can change quickly.

Prices change. Offers expire. Availability moves. Construction progresses. Possession information is updated. Different sources can continue showing different versions of the same project.

INIQAI is building the infrastructure that connects developer operations with structured property knowledge and AI-assisted buyer decisions.

01

Developer operations

Give sales and management teams a connected operating environment for the work happening around every buyer.

02

Property knowledge

Maintain project information with clearer ownership, source context, approval and freshness.

03

Buyer decision support

Help buyers move from searching for properties to understanding and comparing suitable options.

ONE CONNECTED DIRECTION

From developer operations
to better property decisions.

INIQAI is developing a connected real-estate technology stack across operations, property knowledge and buyer decision intelligence.

01

Operate

INIQReal OS connects developer-side sales and customer operations from enquiry through booking and post-booking workflows.

02

Structure

INIQ Knowledge is being built to maintain current, attributable and governed information about participating real-estate projects.

03

Understand

The buyer-facing AI experience is being developed to help people understand requirements and evaluate actual participating properties.

04

Connect

When a buyer is ready, the planned workflow supports consent-controlled enquiries and site-visit requests to the selected developer.

THE INIQAI PRODUCT LAYERS

Operate the business.
Structure the knowledge.
Help buyers decide.

INIQAI is building connected products across developer operations, governed property knowledge and AI-assisted property decisions. Each layer has a different responsibility.

INIQ RealOS

Commercially deployed operating platform for real-estate developers, connecting enquiries, sales workflows, site visits, inventory, bookings, payments and customer engagement.

Commercially deployed · Developers & sales operations

INIQ Knowledge

A governed property knowledge layer under implementation for maintaining structured, attributable and current information about participating real-estate projects.

Under implementation · Developers & property information

KeyWay

An AI-assisted property decision experience under implementation for understanding buyer requirements, comparing participating properties and creating consent-controlled enquiries or site-visit requests.

Under implementation · Property buyers

PRODUCT TODAY

Developer operations
are already in the field.

INIQReal OS is our commercially deployed developer operating platform. It connects the activities surrounding a real-estate customer from the first enquiry through site visits, booking, payments and continued customer engagement.

It also gives INIQAI practical experience with the workflows, information and operational realities that exist inside a developer organisation.

INIQReal OS connects the operating journey.

Lead capture & assignmentBring enquiries into a managed workflow
Follow-up & site visitsKeep ownership and next actions visible
Inventory & bookingConnect customer intent with the sales process
Payments & engagementContinue the relationship after booking

THE NEXT INTELLIGENCE LAYER

Property information
should be usable by AI.

General AI can reason well, but useful property decisions depend on having access to the right project information in the first place.

INIQ Knowledge is being developed as a structured and governed property knowledge layer for participating developers. The goal is to make approved project information easier for buyers, software and AI systems to understand while preserving its source, freshness and publication context.

01

Structured project information

Represent important project facts in forms that software and AI systems can use consistently.

02

Source and history

Retain where information came from and preserve meaningful revisions instead of silently replacing history.

03

Freshness and approval

Treat changing information such as price, availability and offers as governed information that needs current context.

04

Public and private boundaries

Publish only information intended for the relevant audience while keeping private developer operations separate.

FROM SEARCH TO DECISION

Buyers do not only need
more property options.

They need help understanding which options fit, why they differ and what trade-offs matter before taking the next step.

01

Understand the requirement

Capture practical needs such as location, budget, configuration, possession expectations and important preferences.

02

Find relevant properties

Search participating project knowledge using the buyer’s actual requirements rather than simply presenting more listings.

03

Compare the trade-offs

Explain meaningful differences in price, layout, amenities, possession, specifications and other available project information.

04

Move when ready

Allow the buyer to authorize an enquiry or request a site visit when they choose to connect with a developer.

WHY THIS IS DIFFERENT

Not another CRM.
Not another property portal.
Not another AI wrapper.

Each category solves a useful part of the real-estate journey. INIQAI is focused on connecting the parts that usually remain separate.

A different role in the property journey.

Real-estate CRMPrimarily manages internal sales activity and customer workflows.
Property portalPrimarily helps buyers discover and browse available property listings.
General-purpose AICan reason about property but depends on the information and tools available to it.
INIQAIConnects developer operations, governed property knowledge and buyer decision workflows.

BETTER BUYER INTENT

The goal is not simply
more leads.

Digital advertising, property portals and other acquisition channels remain important for creating awareness and demand.

INIQAI is focused on what happens after discovery: helping a buyer understand the property, evaluate fit and reach a developer with more context when they are ready.

01

Understand first

Give the buyer useful information before asking for contact details.

02

Compare meaningfully

Focus on the differences that matter to the buyer rather than simply presenting more options.

03

Connect with consent

Buyer information is shared with the selected developer only through an explicit handover action.

FOR REAL-ESTATE DEVELOPERS

Start with the operation.
Build towards intelligence.

Developers can work with INIQAI through the products relevant to their needs. Participation in the future Knowledge platform is not intended to require adoption of INIQReal OS.

01

Understand the workflow

Review your projects, sales process, team responsibilities and current systems.

02

Deploy the right product

Use INIQReal OS where connected developer operations are required.

03

Build trusted knowledge

As INIQ Knowledge becomes available, maintain structured project information through its governed workflow.

04

Reach informed buyers

Support future AI-assisted discovery, comparison and consent-controlled buyer handoff.

COMMON QUESTIONS

Understanding INIQAI.

What is INIQAI?

INIQAI is a real-estate technology company building developer operating software, governed property knowledge infrastructure and AI-assisted property decision experiences.

What is INIQReal OS?

INIQReal OS is the commercially deployed developer operating platform. It connects workflows including lead management, follow-up, site visits, inventory, booking, payments and customer engagement.

What is INIQ Knowledge?

INIQ Knowledge is under implementation. It is being designed as a structured and governed property knowledge layer where participating developers can maintain approved project information with source, freshness, history and publication context.

What is the buyer-facing AI product?

It is an English-first property decision experience currently under implementation. It is designed to help buyers understand requirements, discover participating projects, compare meaningful trade-offs and create consent-controlled enquiries or site-visit requests.

Does a developer need RealOS to participate in INIQ Knowledge?

No. The Knowledge platform is being designed with its own participation model so developers using RealOS, another CRM or no CRM can participate.

Does INIQAI replace property portals or digital advertising?

No. Portals, Meta, Google and other channels can continue to create awareness and discovery. INIQAI is focused on structured project knowledge, buyer understanding, property comparison and higher-context buyer intent.

Is every INIQAI product already live?

No. INIQReal OS is commercially deployed. INIQ Knowledge and the buyer-facing AI decision experience are currently under implementation.

START WITH THE OPERATING LAYER

See how INIQReal OS
works with your sales process.

Walk through the commercially deployed INIQReal OS platform and discuss your projects, team structure, current workflow and implementation requirements.

Book a RealOS Demo