Platform

This is why report, screening, and API surfaces can stay aligned to the same decision standard.

This page explains why EmlakIQ is not only a data vendor. The difference is that we converge multiple sources on the same cadastral backbone, turn that into intelligence profiles, and preserve one decision discipline across report, screening, and integration surfaces.

Why it matters

  • A single property identity, source trace, and confidence layer meet on the same cadastral backbone.
  • Fields are not only normalized. They are attached to parcel, building, and neighborhood intelligence profiles.
  • Serving promotion is replay-safe and verified before product use.

Data pipeline

Six layers from raw source to decision standard.

Every raw record moves through the same sequence. Layers cannot be skipped, ordering cannot be changed, and source trace is preserved throughout. That is what prevents contradictory outputs across product surfaces.

RAW INGESTION Raw source intake

TKGM, municipal zoning, AFAD, MTA, TUIK, and market feeds are stored raw with file, period, and geometry intact.

immutable raw files · source window · ingest audit

EVIDENCE LAYER Evidence and manifests

Every batch is sealed with manifest references, load dates, source family, and validation outputs.

manifest:imar_ibb_2026_03 · replay-safe lineage

NORMALIZATION Normalization and identity

Address, geometry, parcel, and asset identity are resolved into one schema with type and date discipline.

entity resolution · schema discipline · field contracts

DECISION LAYER Decision-grade fields

Zoning, risk, market, and coverage fields are promoted with supported / partial / missing logic rather than narrative shortcuts.

known vs inferred vs missing · freshness kept explicit

INTELLIGENCE PROFILE Multi-layer context

Property, parcel, district, and period context are joined into one profile for underwriting and screening surfaces.

property + parcel + district + market context

SERVING PARITY Report / Radar / API serving

Verify, Analyst, Radar, and API outputs enforce the same evidence contract so product surfaces stay aligned.

same snapshot contract across products

Platform contract

Each layer carries a different part of the moat.

01

Canonical backbone

Address, parcel, building, and project records resolve to one stable property identity. Cross-source matching works on top of that spine.

02

Domain pipelines

Zoning, building, market, macro, project, and risk pipelines preserve their own domain truth while attaching to a shared contract.

03

Intelligence graph

Gold outputs from domain pipelines are fused into parcel, building, and neighborhood intelligence profiles.

04

Dossier assembly

Verify and institutional output surfaces generate replay-safe decision files and render models from the intelligence layer.

05

Serving verification

Tables opened to products or integrations are promoted through atomic loads and parity checks.

06

Product surfaces

Verify, Analyst, Data API, Radar, and pilot audit flows are different ways of consuming the same platform.

Consumption layer

The visible surface changes. The platform standard does not.

The same core produces individual reports, institutional screening, and product integrations. The difference is not the discipline underneath. It is which team consumes the decision, at what speed, and in which artifact.

Verify report

At the individual decision moment, it brings identity, zoning, risk, market, and missing-field visibility into one decision file.

Verify →

Analyst screening

For institutional teams, it scales the same backbone into portfolio resolution, coverage measurement, exception queues, and change monitoring.

Analyst →

Data API

For product teams, it carries the same decision standard into a JSON contract and pilot integration flow.

Data API →