APQC Data Mapping,
Without the Manual Work
Classify business processes, cost data, and activities to the APQC Process Classification Framework automatically. Get consistent, benchmarkable data without building mapping rules by hand.
Works with any APQC PCF version — cross-industry and industry-specific editions
What is the APQC Process Classification Framework?
The APQC Process Classification Framework (PCF) is a taxonomy of business processes used by organizations worldwide for benchmarking, process improvement, and cost analysis. Developed by the American Productivity & Quality Center (APQC), it provides a common language for describing how businesses operate.
The PCF covers the full enterprise — from Develop and Manage Products to Manage Financial Resources, Manage Information Technology, and Manage Human Capital. Each process category is broken down into process groups, processes, and activities, giving teams a consistent framework for reporting and comparison.
The challenge: mapping your organization's actual cost data, spend categories, or process descriptions to the PCF hierarchy requires significant manual effort. Mapping Clarity automates this — upload your data and the AI maps each row to the correct PCF process category, with confidence scores on every line.
Example: mapping cost data to APQC PCF
Mapping Clarity maps each row of your data to the appropriate PCF process category, process group, and process level.
Spend data → APQC PCF process category
| Raw Description | PCF Category | Confidence |
|---|---|---|
| Workday HCM annual licence | Develop and Manage Human Capital — Manage employee relations | 98% |
| External audit fees Q4 | Manage Financial Resources — Perform general accounting and reporting | 95% |
| AWS EC2 hosting monthly | Manage Information Technology (IT) — Create and manage support services/solutions | 96% |
| Google Ads campaign spend | Market and Sell Products and Services — Develop and manage marketing plans | 99% |
| Legal counsel retainer - IP matters | Manage Enterprise Risk, Compliance, Remediation, and Resiliency — Manage enterprise risk | 87% |
APQC PCF enterprise-level categories
Mapping Clarity can map your data to any level of the PCF hierarchy — category, process group, or individual process.
Why teams use Mapping Clarity for APQC
No pre-built rules required
The AI understands process semantics. Upload your data and it maps to the right PCF node without you having to write a single rule.
Any PCF level
Configure your pipeline to map to PCF category, process group, or individual process level. Mix and match based on your benchmarking needs.
Auditable reasoning
Every mapping decision includes the AI's reasoning. Reviewers can see why each row was classified and correct outliers with one click.
Learns from corrections
Every correction becomes a permanent rule. The next time the same or similar data appears, it maps correctly without AI involvement.
API integration
Automate APQC classification as part of your regular reporting cycle. Submit data via REST API, get mapped results back as JSON or CSV.
Excel integration
Use our Office Script to classify data directly from Excel Online. Select rows, run the script, get APQC classifications back in new columns.
Ready to automate your APQC classification?
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