DNAi Financial Services Systems Architect Certification
Architect enterprise-wide AI for Financial Services.
Design secure, compliant, resilient AI ecosystems for Financial Services at enterprise scale — brownfield realities, data and security boundaries, and regulatory-grade governance, with the people kept intact.
- Publicly verifiable credential
- Server-graded final exam
- Lifetime coursework access
- 5
- Modules
- 15
- Lessons
- 5
- Checkpoints
- 12
- Final-exam questions
- ~5 h
- Est. self-paced
- Enterprise risk & data architecture
- Regulatory-grade governance (model risk)
- Core-banking & legacy integration
- Resilient, auditable AI at scale
Builds on the DNAi Financial Services Professional Certification.
3 tiers, earned in sequence.
5 modules, earned in sequence.
Reference Architecture for Enterprise AI in Financial Services
Establishes the architect-tier blueprint for AI across a regulated institution: a layered platform with shared services, control planes, and a model lifecycle that scales from one workflow to the whole enterprise. Sets the structural decisions that operator-tier deployments depend on.
- From Point Solutions to a Shared AI Platform
- Control Plane, Data Plane, Inference Plane
- The Enterprise Model Lifecycle
Security, Privacy, and Data Boundaries at Scale
Treats AI as a new and porous attack and leakage surface across a regulated institution, and designs the boundaries that keep customer data, models, and outputs inside their authorized zones. Moves from one prompt's safety to enterprise-wide data-protection architecture.
- Data Boundaries the AI Pipeline Must Not Cross
- Prompt Injection and Exfiltration as Enterprise Threats
- Minimization, Tokenization, and Least-Privilege Inputs
Regulatory-Grade Governance and Model Risk Management
Elevates governance from per-deployment documentation to an institution-wide model-risk and accountability framework that an examiner, an internal validator, and a board can all rely on. Connects AI governance to established model-risk-management and consumer-protection expectations.
- Model Inventory, Risk Tiering, and Independent Validation
- Three Lines of Defense for AI
- Explainability, Adverse Action, and Accountable Outputs
Brownfield Integration, Legacy Systems, and Multi-System Orchestration
Confronts the reality that enterprise AI lands in a decades-old estate of core banking systems, mainframes, and batch pipelines rather than a greenfield. Covers integration patterns, the anti-corruption layer, and orchestrating decisions across many systems of record without destabilizing them.
- AI Meets the Core: Integration Without Coupling
- The Anti-Corruption Layer and Event-Driven Seams
- Reconciling Decisions Across Systems of Record
Reliability, Resilience, Cost, and Scale
Treats the AI platform as critical infrastructure in a regulated institution and engineers it for graceful degradation, capacity, cost discipline, and operational resilience under real load and real failure. Closes the architect tier with the non-functional requirements that decide whether the system survives production.
- Designing for Graceful Degradation
- Capacity, Latency, and Provider Resilience
- Unit Economics, SLOs, and Incident Response
Each module ends with a checkpoint; the final exam unlocks once every checkpoint is passed.
A credential employers can verify in seconds.
Pass the coursework and the 70% server-graded final exam and you earn a certificate with a unique serial and a public verification page — tamper-evident and confirmable by anyone, with no account required.
See how verification worksIs the credential verifiable by employers?
Yes. Every certificate has a unique serial and a public verification page at digitalnetworks.ai/verify — no login required. Anyone can confirm it's authentic and unaltered.
What happens if I don't pass an exam?
Each module checkpoint allows up to 3 attempts. The final exam includes one attempt; additional retakes are $50 each. You keep full access to the coursework while you prepare, and the passing score is 70%.
Do I keep access after I finish?
Yes — enrollment is a one-time payment, and your coursework and earned certificate remain yours.
Is creating an account free?
Yes. Accounts are free; you pay once when you enroll in a certification.