● Online
INTAKE
SCAN
PROFILE
CLEANSE
TRANSFORM
VALIDATE
RECONCILE
LOAD

Total Runs

Last Run Status

Total Issues

Open Critical

Recent Jobs

Run History

Snowflake Source Scan

Scan source schema to discover tables, view columns, and extract samples.

Data Profiling

Analyse source data quality before migration. Identify bad rows, split clean vs dirty data, and decide what to migrate.

Loading tables...
100

No Profiling Data

Run profiling to see quality scores per entity.

Data Cleansing

Clean source data before transformation. Re-run cleansing on previously exported bad data to see if it can be recovered.

No Cleansing Data

Run cleansing to see before/after comparison.

Transform to CDM

⚠️ May take several minutes for large tables
Set >0 to split good/bad rows before migration
Only migrate rows above the quality threshold

Recent Jobs

No Job Selected

Submit a new job from the left panel or select a recent run.

All Results

Select a job from the Transform tab to see detailed results.

Data Validation

Run validation rules against migrated data. Check required fields, referential integrity, business rules.

Load to G2

Load CDM data from staging (CDM_TARGET) into G2 via GENCVCDM engine. Respects FK dependency order.

Load order (FK deps): CUSTOMER → ACCOUNT → CUSTROLE → CONSUMER → INSTALL

Billing Cycle Testing (BCT)

Compare existing billing (Velocity) vs G2 billing output. Parallel bill run validation with account selection.

BCT Cycles

Issue Tracker

🧠 AI Learning Impact self-learning mapping intelligence

Loading learning metrics…

Field Mappings

Test Runner

Run tests on-demand to verify features and new additions work correctly.

Test Assistant

Ask about test results, failures, or get help writing test cases.

Hi! I can help explain test failures, suggest fixes, or write new test cases. What do you need?

AI Agents

Trigger specialized AI agents on-demand. Agents communicate with each other autonomously.

Discovery Agent
Schema discovery & extraction
Profiling Agent
Data quality scoring
Cleansing Agent
Auto-fix rules & transforms
Transform Agent
Source → CDM entity mapping
Validation Agent
Rule-based data validation
Reconcile Agent
Source vs target validation
Deployment Agent
Test→Deploy→Verify→Self-heal

DMS Chat

Project:  |  Session:
👋 Hi! I'm your DMS assistant. Ask me about data quality, mappings, migration progress, or anything about your project.