Vantage Bank
A Fortune 500 financial services firm headquartered in Chicago, serving 12M+ customers across retail banking, wealth management, and commercial lending.
The Vantage Bank Journey
Follow how Vantage Bank used Frontier Accelerators to go from AI ambition to production reality in 18 weeks.
Azure Foundry Enterprise Kit
Production AI Foundry in 1 day — not 6 months.
With the top use cases selected, Vantage Bank's platform team deployed a production-grade Azure AI Foundry environment using the Enterprise Kit. 22 Bicep modules provisioned the Control Plane (AI Hub, Model Registry, Key Vault), Data Plane (AI Search, Cosmos DB, Storage), and Integration Plane (API Management, Event Grid) — all with 15 Zero Trust security controls enforced from day one.
Control Plane
DeployedData Plane
DeployedIntegration Plane
DeployedAI Catalyst
Scored 12 use cases. Selected the right 4.
Vantage Bank's Chief Digital Officer had a backlog of 12 AI use case proposals from across the enterprise. Using AI Catalyst's BXT scoring engine, each was evaluated across Business value, eXperience impact, and Technology feasibility — with industry-specific regulatory overlays for Financial Services. In two weeks, four use cases emerged with GO verdicts and clear platform recommendations.
| Use Case | Department | BXT Score | Platform | Risk | Verdict |
|---|---|---|---|---|---|
| Contract Review Automation | Legal | 4.2/5 | Azure Foundry | ● Tier 1 | GO |
| IT Ticket Auto-Routing | IT Operations | 4.1/5 | Copilot Studio | ● Tier 1 | GO |
| Fraud Pattern Detection | Risk & Compliance | 3.8/5 | Azure Foundry | ● Tier 2 | GO |
| New Hire Onboarding Agent | Human Resources | 3.6/5 | Power Automate | ● Tier 2 | GO |
| Branch Footfall Predictor | Retail Banking | 3.0/5 | Azure ML | ● Tier 2 | PILOT |
| Marketing Copy Generator | Marketing | 2.8/5 | Azure OpenAI | ● Tier 3 | HOLD |
| Customer Sentiment Tracker | CX | 2.5/5 | Azure OpenAI | ● Tier 3 | HOLD |
| Loan Document OCR | Lending | 2.3/5 | Doc Intelligence | ● Tier 2 | HOLD |
Process2Agents (P2A)
Transformed contract review from 4 hours to 22 minutes.
The Contract Review Automation use case went through P2A's four transformation stages. Discovery mapped the existing 14-step manual process. Design decomposed it into a multi-agent architecture with specialized agents for extraction, clause analysis, risk flagging, and summary generation. Build created the agent orchestration with TAOR verification at each step. Deploy established monitoring and human-in-the-loop escalation gates.
Discovery
Mapped 14-step manual contract review process
Design
Decomposed into 5-agent multi-agent architecture
Build
TAOR verification cycles, integration tests
Deploy
Production deployment with HITL escalation
DeliverIQ
67 AI digital workers built the solution across 9 streams.
DeliverIQ orchestrated the full SDLC for all four use cases simultaneously. Business Analysts, Architects, QA Engineers, Developers, Security reviewers, and DevOps agents worked in parallel across 9 governed streams. Each artifact was trust-scored, policy-checked, and traceable back to requirements. Vantage Bank's team oversaw an AI-native development lifecycle that shipped production code in 6 weeks instead of 6 months.
AI Center of Excellence
From ad-hoc experiments to a Level 4 governed AI practice.
With four use cases in production and ROI proven, Vantage Bank established a formal AI Center of Excellence. IBM's CoE framework assessed their maturity across 5 dimensions, provided governance templates, built a talent pipeline, and created a repeatable playbook for scaling AI across the remaining business units. Vantage Bank moved from Level 2 (Exploring) to Level 4 (Optimizing) in 12 weeks.
Transformation Outcomes
In 18 weeks, Vantage Bank went from fragmented AI experiments to a governed, scalable AI practice delivering measurable business value.
Write Your Own Transformation Story
Every enterprise has its own transformation story. Start with a 2-week AI Catalyst assessment and discover where your AI journey begins.