| --- |
| nf_distribution_schema: "nf-distribution-1.0" |
| nf_dataset: "NationFiles Knowledge Data (NFKG)" |
| nf_copyright_holder: "Neawolf Media Group" |
| nf_copyright_years: "2025–2026" |
| nf_license_url: "https://nationfiles.com/en/ai-guidelines/" |
| nf_license_spdx: "LicenseRef-NationFiles-AI-Guidelines" |
| nf_llms_txt: "https://nationfiles.com/llms.txt" |
| nf_ai_licensing_email: "ai-questions@nationfiles.com" |
| nf_repository_relative_path: "knowledge-data/md/data-integration-overview/en.md" |
| nf_canonical_html_url: "https://nationfiles.com/en/knowledge/entity/data-integration-overview/" |
| nf_markdown_lang_file: "en" |
| --- |
| # Data integration at NationFiles |
|
|
| ## What we mean by it |
|
|
| NationFiles combines many feeds into country pages, maps, and headline figures. **Data integration** here is the **plain-English picture**: what we describe in public, and what we **leave out on purpose**—passwords, internal machine names, long lists of background jobs. That is normal for a live consumer site. The **method pages** and **source registry** carry the deeper detail. |
|
|
| ## Naciro |
|
|
| **Naciro** is the processing core: data is cleaned, joined, and scored along the lines set out for **NFSI** and in the **Validation & Verification Report**. Readers can judge the **results** from the site; they do not need backstage credentials to understand the logic in broad terms. |
|
|
| ## LPU |
|
|
| The **LPU Architecture** page explains why NationFiles uses a **dedicated low-latency inference layer** so busy maps and KPI refreshes stay stable instead of jumping every few seconds. It does **not** publish a data-centre layout or queue-by-queue runbook. |
|
|
| ## Legal notice |
|
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| NationFiles **legal notices** mention the **LPU** in one sentence about live **forex, crypto, and security** processing. This article does not turn that into a vendor list or an internal budget sheet. |
|
|
| ## If you build on our data |
|
|
| Use the **published schemas**, honour **`built_at_utc`** when an export provides it, and link to **canonical HTTPS** pages. The **legal sources** hub and **AI guidelines** spell out citation and reuse. |
|
|
| ## Useful links |
|
|
| - [Knowledge: Data integration](https://nationfiles.com/en/knowledge/entity/data-integration-overview/) |
| - [Naciro AI](https://nationfiles.com/en/company/naciro-ai/) |
| - [NFSI methodology](https://nationfiles.com/en/company/nfsi/) |
| - [LPU Architecture](https://nationfiles.com/en/knowledge/entity/lpu-architecture/) |
| - [Legal notice](https://nationfiles.com/en/legal/legal-notice/) |
| - [Legal sources](https://nationfiles.com/en/legal/sources/) |
| - [AI guidelines](https://nationfiles.com/en/ai-guidelines/) |
| - [Knowledge hub](https://nationfiles.com/en/knowledge/) |
|
|
