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Data Analytics TRL TRL 9

Cloud Data Warehouse Transformation

domain Client: Top 10 US Bank handshake Provider: Snowflake schedule Deploy: 3 Years
97 Impact
Enterprise Ready
Evidence Score: 10/10
Strength: Tier 1

Executive Summary

ANALYST: COI RESEARCH

Complete exit from on-premise data centers to a cloud-native data warehouse, enabling elastic scaling of data storage and analytics compute.

rate_review Analyst Verdict

"The benchmark for cloud-first banking strategy; provides immense competitive advantage in agility and talent attraction."

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Full Audit Report Available Includes Risk Register, Technical Specs & Compliance Data.

warning The Challenge

The bank's on-premise legacy data warehouses (Teradata) were unable to scale efficiently to meet the exploding demand for real-time analytics and concurrent user queries. During peak times, analysts faced significant query latency or failures due to resource contention, hindering the bank's ability to make data-driven decisions. The rigid infrastructure also required massive upfront capital expenditure for capacity planning, which resulted in either over-provisioning waste or under-provisioning bottlenecks.

psychology The Solution

The institution executed a complete migration to the Snowflake Data Cloud, effectively decoupling compute from storage. This architecture allows the bank to instantly spin up separate compute clusters (virtual warehouses) for different workloads—such as marketing analytics, fraud modeling, and regulatory reporting—ensuring they never compete for resources. The platform supports the ingestion of semi-structured data (JSON) and allows thousands of concurrent users to query the same data live without performance degradation.

settings_suggest Technical & Deployment Specs

Integrations
AWS Ecosystem, Tableau
Deployment Model
Public Cloud (SaaS)
Data Classification
Confidential
Estimated TCO / ROI
Variable based on usage
POC Summary (2016-01-01 to 2017-01-01)

"Migration of credit card analytics."

shield Risk Register & Mitigation

Risk Factor Severity Mitigation Strategy
Cost Management Medium FinOps governance practices

trending_up Impact Trajectory

Audited value realization curve

Unlimited Concurrency Scaling Verified Outcome
Primary KPIZero On-Premises Footprint
Audit CycleReal-time Fraud Modeling

policy Compliance & Gov

  • Standards: CCPA, GLBA
  • Maturity (TRL): TRL 9
  • Evidence Score: 10/10
  • Data Class: Confidential

folder_shared Verified Assets

description
Verified Case Study
PDF • Version 3
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Technical Audit
PDF • Audited
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Security Architecture

The "Blind Verification" Protocol

How we verified these outcomes for Top 10 US Bank without exposing sensitive IP or identities.

Private
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1. Raw Evidence

Audit ID: #PRIV-336
Evidence: Direct SQL Logs
Public
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2. Verified Asset

Outcome: Verified
Ref ID: #COI-336

Strategic Action Center

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