Synthetic proof pack for TBM and IT asset traffic
Map TBM cost and IT asset rows into reviewable classifications
Mapping Clarity helps IT finance, TBM, and asset teams classify cloud services, application support, endpoint tools, and vendor rows against the targets they already use for allocation and reporting. Each mapped row can include confidence, reasoning, and a reviewer state.
1,000 free credits. No credit card required. Test with synthetic rows or a representative sample.
Example TBM output
From asset export to review queue
Data integration platform
Scheduled finance data pipelines | Data Team | $12,800 monthly cost
Target
Application services
Confidence
0.78
Review
Needs review
Reasoning
Pipeline platform is active business/application enablement, but could also be treated as data platform cost.
TBM allocation
Classify compute, storage, application services, support, and end user computing rows.
IT asset cleanup
Normalize asset and service labels from exports before portfolio or inventory review.
Reviewable outputs
Show the source row, mapped target, confidence, reasoning, and reviewer outcome together.
Recurring files
Use reviewer corrections as mapping history for future finance and IT classification runs.
Before and after
Proof-backed synthetic rows, not customer data
These rows come from an approved synthetic proof pack. They show the review pattern Mapping Clarity supports: messy source values become mapped targets with confidence, short reasoning, and accepted, corrected, or needs-review states.
| Source row | Mapped target | Confidence | Reasoning | Review state |
|---|---|---|---|---|
|
TBM-001: Compute cluster A Production application hosting | Platform Eng | $17,400 |
Compute | 0.95 | Cluster and hosting terms fit compute infrastructure. | Accepted |
|
TBM-003: Endpoint management suite Device patching and inventory | IT Ops | $9,200 |
End user computing | 0.89 | Endpoint and device management indicate end user computing support. | Accepted |
|
TBM-004: Data integration platform Scheduled finance data pipelines | Data Team | $12,800 |
Application services | 0.78 | Pipeline platform is active business/application enablement, but could also be treated as data platform cost. | Needs review |
|
TBM-005: Vendor support retainer Premium support for ERP | Corporate IT | $4,500 |
Application support | 0.84 | ERP support context points to application support rather than generic professional services. | Corrected |
Activation path
A paid-traffic path your team can measure
The page keeps one primary signup action and a secondary demo route. Signup and demo clicks use the existing GA4 helper, with non-sensitive CTA location and funnel-step metadata for campaign reporting.
1. Signup
Create an account from the primary CTA and land in the app funnel.
2. Upload
Upload representative CSV rows or test with synthetic examples first.
3. Activate
Review accepted, corrected, and needs-review rows before recurring use.
Security and NDA-ready evaluation
You do not need to share customer, employee, supplier, contract, or transaction-level sensitive data to understand the workflow. Mapping Clarity can discuss your target taxonomy, sample row shape, confidence expectations, review needs, and NDA requirements before real data is provided.
When real evaluation data is needed, use the minimum practical sample and remove unnecessary personal or commercially sensitive fields before uploading.
Start with inspectable mapping
Try TBM and IT asset examples with confidence and review states, then decide whether a guided demo or NDA-backed sample review is the better next step.