Architecture Advisory

AI, integration, and cloud architecture advisory

Advisory

Enterprise architecture advisory for banking, integration, cloud, AI, and modernization.

I help technology leaders make high-impact architecture decisions across digital banking, payments, fraud, enterprise integration, cloud platforms, and AI-enabled delivery — with a focus on practical execution, risk reduction, and systems that can actually operate in production.

Professional background

Senior solution architecture advice grounded in regulated, enterprise-scale delivery.

This advisory practice is led by a senior solution architect and enterprise technology advisor based in Toronto, with more than two decades of experience designing and delivering enterprise-grade solutions for financial services and other complex industries. The work spans core banking modernization, digital banking platforms, payments, fraud and AML integration, customer onboarding, CRM integration, enterprise service bus modernization, cloud-native platforms, microservices, API architecture, event-driven systems, and large-scale system integration.

Selected organizations
EQ Bank / Concentra Bank, BMO, RBC, ATB Financial, Manulife, Holt Renfrew, Dapasoft, Berkeley Payment, Avanade, and China Telecom.
Selected certifications
Azure Solutions Architect Expert, Azure Developer Associate, Google Cloud Professional Cloud Architect, TOGAF 9, PMP, ITIL, Microsoft developer certifications, and Sun Certified Java Programmer.

Advisory pillars

Five pillars that match the decisions enterprise teams actually need help making.

Pillar 01

Banking, payments, and core-system modernization

This work focuses on modernizing core banking and payment-adjacent platforms while preserving operational clarity, risk controls, and delivery momentum. It is especially relevant where deposits, onboarding, fraud, holds, and surrounding integrations cut across multiple teams and systems.

  • Core-banking target-state decisions
  • Deposits, holds, and fraud-adjacent architecture
  • Digital banking and onboarding flows
  • Payments integration boundaries
  • Modernization sequencing and dependency control

Pillar 02

Enterprise integration and API architecture

Enterprise integration quality usually depends less on tooling than on ownership, contract shape, and failure-path design. The emphasis here is on durable integration architecture that can survive downstream change without accumulating hidden coupling.

  • System-of-record and data-ownership boundaries
  • API and domain contract design
  • Sync versus async integration tradeoffs
  • Event-driven and orchestration patterns
  • Retry, idempotency, and observability design

Pillar 03

Cloud modernization and platform architecture

Cloud programs succeed when platform direction, migration sequence, and operating assumptions are made explicit early. This pillar covers architecture decisions across Azure, GCP, private cloud, APIs, microservices, and modernization operating models.

  • Platform and landing-zone direction
  • Migration sequencing and dependency control
  • Microservices, serverless, and service boundaries
  • Cloud resilience and operational readiness
  • CI/CD and observability foundations

Pillar 04

AI, automation, and production readiness

AI-enabled delivery models need architecture discipline beyond model selection. The advisory focus is on making automation and AI capabilities production-credible through supportable design, governance, and operational control.

  • Retrieval, evaluation, and workflow boundaries
  • Latency, cost, and production operating tradeoffs
  • Governance, security, and control design
  • Automation patterns for enterprise delivery
  • Support model and production-readiness review

Pillar 05

Architecture review and delivery-risk reduction

Many programs do not need a rewrite plan. They need a senior review of the decisions already underway so hidden coupling, sequencing gaps, and delivery-risk assumptions are surfaced before they get more expensive.

  • Focused architecture review sprints
  • Dependency and delivery-risk mapping
  • Target-state and boundary validation
  • Decision support for leaders under time pressure
  • Practical recommendations, not abstract critique

Where I help

A useful fit when the architecture question affects operating risk, sequencing, or delivery confidence.

Core banking and banking-platform change
Deposits, onboarding, fraud, payment, hold, and core modernization decisions where architecture quality affects both delivery pace and risk posture.
Integration-heavy enterprise programs
CRM integration, platform orchestration, ESB modernization, API strategy, and event-driven delivery across multiple teams and systems.
Cloud and platform modernization
Platform direction, modernization sequence, multi-cloud decisions, observability, and operating-model clarity across Azure, GCP, and private cloud.
AI and automation moving toward production
Programs that need practical readiness checks on governance, retrieval design, operating ownership, and production support before scaling claims get ahead of architecture reality.
Architecture review and delivery-risk reduction
Independent review for teams that need a clearer read on boundary choices, dependency pressure, and delivery risk before a program drifts further off course.

Representative experience

Representative environments and problem spaces.

EQ Bank / Concentra Bank

Digital banking, retail banking platform, onboarding, deposits, payments, CRM, fraud/AML, and enterprise integration.

BMO

Current advisory and architecture work in core banking, fraud, deposit/hold architecture, and modernization advisory, described at a generic level to avoid confidential detail.

RBC

Cloud-native wallet and payment architecture, Azure confidential-compute architecture, and AML enablement.

ATB Financial

Business banking platform delivery across GCP, APIs, payments, fraud/AML, and onboarding.

Manulife

Insurance modernization, ESB, direct settlement, CI/CD, private cloud, and microservices.

Holt Renfrew

SAP/Hybris integration, Azure integration, and serverless or event-based architecture.

Healthcare and payment platforms

eHealth, Cancer Care Ontario, and prepaid Visa integration-hub work in healthcare, integration, and payments-related delivery environments.

Engagement modes

Ways I typically support delivery and architecture decisions.

Architecture review sprint
A focused review of target-state architecture, boundaries, integration shape, and failure-path risk before more delivery effort compounds the wrong assumptions.
Fractional architecture leadership
Senior architecture guidance for teams that need technical direction, stakeholder alignment, and clearer execution framing without adding a permanent executive hire.
Executive decision support
Concise architecture advice for leaders making difficult calls on modernization, integration strategy, platform direction, or AI investment.
Integration and modernization roadmap
Practical sequencing across core systems, APIs, integration layers, cloud platforms, and the operating-model work required to support change.
Delivery-risk review
A targeted assessment for programs already under pressure to surface architecture, dependency, platform, and execution risks early enough to act on them.

Final CTA

Bring the architecture question, the current delivery pressure, and the decision you do not want to get wrong twice.

Book an Appointment