Data Centre Asset Normalisation

Clean asset data.DCIM-ready.

Turn unstructured data centre asset data into clean, platform-ready records for DCIM migration, compliance audit, CMDB enrichment, or EU EED reporting. Struktive normalises vendor names, parses location hierarchies, classifies every asset, and scores data quality so your team imports clean data on the first attempt.

No account required. First 350 records free.

Normalised 172 records · 3 vendor aliases resolved
struktive / results
HostnameVendorLocationStatusCategoryScore
web-prod-01dell inc.NYC-DC1-A-R03-U24live
san-prod-01NETAPP INCA-04-14production
core-sw-01cisco systemsNYC > DC1 > Row B > Rack 05 > U1In Use
emptyAPC by SchneiderNYC-DC1-B-R01-U01active
fw-edge-01Palo Alto NetworksNYC-DC1-B-R02-U3active
5 records · waiting to normalise...Auto-classification
Exports to
NetBoxDevice42Sunbird dcTrackServiceNowAnsible
Maps to
SOC 2 CC6.1ISO 27001 A.5.9NIST SP 800-53 CM-8PCI DSS 12.5.1EU EED 2024/1364EN 50600NIS2TIA-942ASHRAE TC 9.9
Solutions by outcome

One normalisation engine. Four outcomes.

The same pipeline that classifies and normalises your assets produces different outputs depending on what you need to accomplish.

DCIM Migration

From spreadsheets to platform-ready in minutes

Submit unstructured data centre asset data in any format. Struktive normalises vendor names, parses location hierarchies, classifies every asset, and produces a validated import file for NetBox, Sunbird dcTrack, or Device42. Pre-flight validation tells you exactly what will import cleanly before you touch your DCIM.

  • NetBox slug-based CSV with DeviceType Library validation
  • Device42 three-row-header format, auto-creates objects on import
  • Sunbird dcTrack XLSX with Models Not Found worksheet
  • Pre-flight report: custom roles, missing device types, site slugs
DCIM Migration
Struktive output
NetBox slug-based CSV with DeviceType Library validation
Device42 three-row-header format, auto-creates objects on import
Sunbird dcTrack XLSX with Models Not Found worksheet
Ready to download after normalisation
250+
Vendor aliases resolved automatically
8
Asset categories classified
3
DCIM platform export profiles
<60s
Average processing time per 250 records

A seven-stage pipeline that runs in seconds

Every record passes through the same deterministic pipeline. No black boxes — every transformation is logged.

CSV Pre-processing

Preamble detection, column mapping, resilient parsing. Handles real-world quoting and encoding issues.

Vendor Normalisation

250+ alias rules plus acquisition history. Brocade→Broadcom, Liebert→Vertiv, EMC→Dell Technologies.

Location Parsing

Extracts Site→Building→Floor→Room→Row→Rack→U from any free-text format. Colo codes, NetBox paths, natural language.

Asset Classification

Keyword rules handle 80% instantly. LLM inference resolves the ambiguous tail with full confidence scoring.

NetBox Enrichment

Validates against 5,000+ DeviceType Library entries. Adds U-height, weight, and interface counts automatically.

Duplicate Detection

Fuzzy serial matching, exact IP matching, vendor+model+location flagging. Configurable thresholds.

Quality Scoring

0–100 score per record across seven factors: completeness, consistency, confidence, location depth, and more.

Two regulatory pressures. One dataset.

DC operators face audit pressure from security frameworks and energy regulators simultaneously. Struktive normalises the asset layer that feeds both.

Security & Audit

Classifies physical security assets — surveillance cameras, NVRs, access control panels, fire suppression systems, and environmental monitors — alongside IT gear. Complete asset register with audit trail and chain-of-custody metadata. Feeds NIST 800-53 CM-8, ISO 27001 A.5.9, SOC 2 CC6.1, and PCI DSS 12.5.1.

NIST 800-53ISO 27001SOC 2PCI DSS

Energy & Sustainability

IT power demand, rack count, server/storage capacity, and cooling equipment classification — the asset-derived inputs that feed EU EED, FDCEA, NRCan, and CSRD reporting.

EU EED 2024/1364FDCEANRCanCSRD

Ready to clean your asset data?

Upload a CSV file. Get back clean, classified, DCIM-ready data in under a minute. No account required to start.

Struktive is a data centre asset normalisation platform built for DC operations teams, DCIM migration projects, and compliance audits. It processes raw source asset exports and returns clean, classified, enriched records ready for import into NetBox, Sunbird DCTrack, Device42, and any CMDB or ITSM platform. Asset categories covered include Compute, Storage, Networking, Power, Cooling, Security (surveillance, access control, fire suppression, environmental monitoring), Monitoring, and Infrastructure. Key capabilities include vendor name normalisation, asset classification, location hierarchy parsing, quality scoring, duplicate detection, and EU EED compliance reporting.

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