Clean asset data. DCIM-ready.
Upload a messy CSV of data centre asset records. Struktive classifies, normalises, enriches, and scores every row — returning clean, structured data ready for any DCIM, ITSM, or CMDB platform.
No login required to normalise. Upload, process, download.
One normalisation engine. Four outcomes.
The same pipeline that classifies and normalises your assets produces different outputs depending on what you need to accomplish.
From spreadsheets to platform-ready in minutes
Upload any messy DC asset CSV. 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
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.
Trusted by DC ops teams
Colocation providers, enterprise operators, and M&A consultants
"We normalised 12,000 assets across three facilities in an afternoon. The compliance audit pack saved us two weeks of manual documentation work."
"The pre-flight validation for NetBox is the feature I didn't know I needed. It told us exactly which device types to create before we ran the import — zero failures."
"EU EED reporting was a black box for us. Struktive pulled the asset-derived fields directly from our inventory. The auditor accepted it on first submission."
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
Complete asset register with transformation audit trail, duplicate detection, 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.
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.