⚡
Mercury (Genesis R2) — Sales & Demo
Sales pitch support & demo preparation. Built full DMS platform showcasing Velocity V4 → G2 migration capability.
125M+ rows, 35 source tables, 38 CDM entities. BCT validated: 99.32% fidelity across $6.43B.
COMPLETING
Jun → Mid Sep 2026
DEMO PREP
🟠
Horizon Power (HP)
12-month migration program. AU market — NMI/MIRN validation, MSATS compliance, AEMO gas rules.
Discovery & onboarding starting end of September. Regional WA utility.
12-MONTH PROGRAM
End Sep 2026 → Sep 2027
ONBOARDING
🚀
Momentum Energy
NBE (Next Billing Engine) migration. AU market — full AEMO compliance.
Large-scale utility, complex billing scenarios, multi-tariff structures.
STARTING OCT
Oct 2026 → H1 2027
UPCOMING
🌏
Meralco
Philippines — largest electric distribution utility in the country. ~7M customers.
International expansion opportunity. New market, new regulatory requirements.
POTENTIAL
2027 (TBC)
POTENTIAL
PROJECT TIMELINE — 7 Month View
Aug 26
Sep 26
Oct 26
Nov 26
Dec 26
Jan 27
Feb 27
Mercury
Horizon Power
Momentum
Meralco
🌐
Migration Portal COMPLETE
Jun 2026 — Foundation
Web-based migration management platform. FastAPI + interactive UI. Source scanning,
job management, progress tracking, environment management. Single Snowflake connection.
FastAPI
Snowflake
Job Management
Source Scanning
Progress Tracking
4 Environments
🤖
AI Agent Layer COMPLETE
Jun–Jul 2026 — Intelligence
16 AI agents with MasterAgent orchestration (Think→Swarm→Review). Bedrock Claude integration.
Discovery, Profiling, Cleansing, Transform, Validation, Reconciliation — all AI-powered.
Human approval gates for safety. Natural language pipeline creation.
16 Agents
MasterAgent
Bedrock Claude
Think→Swarm→Review
NL Pipelines
Approval Gates
MCP Server
🔒
Data Masking & Security ACTIVE
Jul–Aug 2026 — Protection
PII auto-classification and in-flight masking. Dual-connection architecture (read-only source,
write-only lab). API key authentication with RBAC. Audit logging. Secret rotation.
Non-production data never contains real customer PII.
PII Classification
In-Flight Masking
RBAC (4 roles)
Dual-Connection
Audit Logging
Secret Rotation
📐
Data Modelling & CDM BUILDING
Aug–Oct 2026 — Structure
Common Data Model (41 entities) with AI-assisted mapping. GLDM integration (14B rows).
Schema drift detection. Mapping versioning and diff. Template inheritance across customers.
BCT (Billing Comparison Testing) framework with 99.32% validated fidelity.
41 CDM Entities
AI Mapping
GLDM 14B Rows
Schema Drift
BCT Framework
Template Inheritance
Mapping Versioning
🧬
Data Intelligence Platform FUTURE VISION
2027+ — Platform
Evolution from migration tool to enterprise data intelligence platform.
Continuous data quality monitoring across customer lifecycle. Predictive analytics for
migration risk. Self-healing pipelines. Multi-tenant SaaS offering.
Cross-customer insights (anonymised). Data lineage graph. Marketplace for connectors and transforms.
Continuous DQ
Predictive Risk
Self-Healing
Multi-Tenant SaaS
Data Lineage
Connector Marketplace
Cross-Customer Insights
Revenue Stream