Mapping Clarity

Stop Classifying Data. Start Getting Answers.

Mapping Clarity uses advanced AI to automatically map, normalize, and classify your financial and operational data, turning hours of manual work into seconds of automated insight.

A Smarter Workflow in 3 Simple Steps

Transform your raw data into actionable intelligence.

1. Upload Any File

Securely upload your data in any common format (CSV, XLSX, TSV). Our system intelligently handles different file structures.

2. AI Classifies & Enriches

Our AI pipeline, powered by RAG and keyword matching, normalizes and classifies each row against your custom-defined pipelines.

3. Review & Verify

Review the AI's suggestions in a real-time interface. Quickly make corrections, and our system learns from your feedback to get smarter over time.

A Platform Built for Scale and Intelligence

Go beyond simple classification with a full suite of enterprise-ready tools.

Dynamic Data Pipelines

Tenant admins can create and configure their own data processing pipelines, defining which columns to use for AI analysis and what to classify.

Multi-Tenant Security

All data is securely isolated by a `tenantId`, enforced by granular IAM roles and Firestore Security Rules, ensuring your data is always protected.

Human-in-the-Loop Learning

Every manual correction you make is captured in an audit trail and used to automatically suggest new rules, making the system smarter with every use.

Role-Based Access Control

Assign specific roles (Admin, Uploader, Viewer) to your team members to manage permissions and ensure data governance.

Comprehensive Auditing

Track every change with a detailed audit trail. See who changed what, and when, for both data classifications and administrative actions.

Apptio Integration Ready

Designed to seamlessly integrate with enterprise systems like Apptio via Datalink, turning your raw data into clean, enriched input for your TBM practice.

Ready to Bring Clarity to Your Data?

Get in touch with our team to schedule a demo or discuss your specific needs.