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Perspectives on the trends, technology and transformation shaping real estate and infrastructure.

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Point of viewProject finance & RERA

The 70% account: reconciling collections to RERA is a data problem first

RERA asks developers to keep 70% of what buyers pay for a project in a separate account and to withdraw only against certified progress. Most of the effort goes into matching receipts, bookings and bank lines by hand. One governed model of buyers, projects and bank accounts turns it into a daily reconciliation with people deciding the exceptions.

6 min read

Also featured

Point of viewProjects & construction

Projects slip in increments. Site data can show it before the milestone does

Delays and cost overruns rarely arrive as a surprise; they accumulate in daily progress reports, site photos, material receipts and contractor bills that nobody reads together. Reading that data on one model gives project directors weeks of warning — and checks bills before they are paid.

6 min read

Point of viewAssets, REITs & infrastructure

From possession to facility: where trust in a developer is won or lost

The months around possession — snags, registration, defect claims, the first resident tickets — shape how buyers talk about a developer for years. Treating units, snags and tickets as one record, and triaging them with agents, shortens possession and keeps facility teams ahead of complaints.

5 min read

The numbers

Data points shaping real estate and infrastructure now

Sourced figures from our latest research. Each links to the insight that puts it in context.

6
role-based 360s, CEO to head of collections
Source: SCIKIQ real estate accelerators
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5
AI agents in the construction services suite we built
Source: SCIKIQ real estate accelerators
Read the point of view →
12
risk and audit analysis pages in an operations-intelligence platform we built
Source: SCIKIQ real estate accelerators
Read the point of view →
Project finance & RERA

Latest insights

1 insight

Point of viewProject finance & RERA

The 70% account: reconciling collections to RERA is a data problem first

RERA asks developers to keep 70% of what buyers pay for a project in a separate account and to withdraw only against certified progress. Most of the effort goes into matching receipts, bookings and bank lines by hand. One governed model of buyers, projects and bank accounts turns it into a daily reconciliation with people deciding the exceptions.

6 min read

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Where we are focusing

Project finance & RERA

Collections, designated accounts, tax and investor reporting.

All 1 insight →

Projects & construction

Schedules, site data, contractors and equipment.

All 1 insight →

Governing AI

Autonomy, consent and evidence for agents in real estate.

All 1 insight →
Series

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Series 2 parts

Assets, REITs & infrastructure

Point of viewAssets, REITs & infrastructure

Portfolio truth for REITs and asset owners: one model, every number tagged

Asset owners and REITs answer to unitholders, lenders and regulators on numbers assembled from leases, rent rolls, valuations and collections. A portfolio model that tags every number by its basis — reported, estimated or modelled — makes those answers faster and more defensible.

6 min read

Point of viewAssets, REITs & infrastructure

From possession to facility: where trust in a developer is won or lost

The months around possession — snags, registration, defect claims, the first resident tickets — shape how buyers talk about a developer for years. Treating units, snags and tickets as one record, and triaging them with agents, shortens possession and keeps facility teams ahead of complaints.

5 min read

Series 1 part

Governing AI

Point of viewGoverning AI

Agents that never pay, waive or certify alone: governing AI in real estate

Real estate runs on money moving between buyers, contractors, lenders and regulated accounts. Agents can do much of the reading and reconciling, but the design has to start from what they must never do on their own — and from consent for every buyer's data.

5 min read

Series 1 part

Project finance & RERA

Point of viewProject finance & RERA

The 70% account: reconciling collections to RERA is a data problem first

RERA asks developers to keep 70% of what buyers pay for a project in a separate account and to withdraw only against certified progress. Most of the effort goes into matching receipts, bookings and bank lines by hand. One governed model of buyers, projects and bank accounts turns it into a daily reconciliation with people deciding the exceptions.

6 min read

Series 1 part

Projects & construction

Point of viewProjects & construction

Projects slip in increments. Site data can show it before the milestone does

Delays and cost overruns rarely arrive as a surprise; they accumulate in daily progress reports, site photos, material receipts and contractor bills that nobody reads together. Reading that data on one model gives project directors weeks of warning — and checks bills before they are paid.

6 min read

Our point of view, in practice

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