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
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.