Mapping Clarity
Mapping Clarity is data mapping software built for finance, procurement, and IT teams. Map vendor names, classify costs, and normalize data to any taxonomy — TBM, APQC, or custom — automatically.
Whether you live in spreadsheets or write code, Mapping Clarity fits your workflow.
Finance analysts, cost managers, procurement teams — classify data without leaving Excel. Use our Office Script to send data directly from your spreadsheet and get results back in seconds.
Embed AI classification into your own platform, app, or data pipeline. A simple REST API with API key authentication — submit data, poll for results, done.
Upload, classify, review. It works the same way regardless of how you send data.
Upload a CSV, send rows from Excel, or POST JSON to the API. Any structure, any size.
A three-tier engine — pattern matching, vector search, and AI reasoning — classifies against your custom taxonomy.
Results appear in your spreadsheet or API response. Corrections feed back into the system, making it smarter over time.
Our Office Script runs directly inside Excel Online. Select your data, click run, and watch classifications flow back into your sheet — complete with confidence scores and AI reasoning.
Configure — enter your API key and pipeline ID in the Settings sheet
Select & run — highlight rows on your data sheet and execute the script
Results appear — new columns with classifications, confidence, and reasoning populate automatically
| Description | Classification | Confidence |
|---|---|---|
| Office supplies - staples | Office Supplies | 98% |
| AWS EC2 monthly | Cloud Computing | 95% |
| Quarterly team lunch | Staff Welfare | 82% |
| Fiber internet Apr-26 | Telecommunications | 97% |
// Submit data for classification const response = await fetch('https://api.mappingclarity.com/v1/process', { method: 'POST', headers: { 'x-api-key': YOUR_API_KEY, 'Content-Type': 'application/json' }, body: JSON.stringify({ pipelineId: 'your-pipeline-id', rows: [ { description: 'AWS EC2 monthly' }, { description: 'Office supplies' } ] }) }); const { jobId } = await response.json(); // Poll for results const results = await fetch( `https://api.mappingclarity.com/v1/jobs/${jobId}/results`, { headers: { 'x-api-key': YOUR_API_KEY } } );
A straightforward REST API for product managers and engineers who need to embed data classification into their own platforms, ETL pipelines, or internal tools.
Enterprise-grade features that make classification reliable and auditable.
Create custom classification pipelines with any target taxonomy — definition lists, simple lists, or free text.
Pattern matching, vector similarity search, and Gemini AI reasoning work together for high accuracy at lower cost.
Every correction is captured and used to train new rules. The system gets smarter with every job you run.
Track every classification, correction, and administrative action. Full traceability for compliance.
Complete data isolation between tenants. Invite team members, manage roles, and collaborate securely.
Create and manage API keys from your dashboard. Keys are GCP-managed with automatic tenant-level scoping.
Pay per credit. 1 credit = 1 row classified for one target. Volume discounts built in.
Graduated tiers — pay less per credit as you scale
| Credits | Per Credit |
|---|---|
| 1 – 10,000 | $0.010 |
| 10,001 – 50,000 | $0.008 |
| 50,001 – 500,000 | $0.005 |
| 500,001 – 5,000,000 | $0.003 |
| 5,000,001 – 50,000,000 | $0.001 |
| 50,000,001+ | $0.0008 |
Prices in USD. Multi-currency supported at checkout. Enterprise invoicing available.
Questions about enterprise plans, custom integrations, or a guided demo? We'd love to hear from you.