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I will audit your saas or ai system security architecture
Zach Esenbock
About this gig
I will review your SaaS or AI-enabled system architecture for practical security and privacy risks, then give you a prioritized roadmap for reducing them.
I focus on:
trust boundaries, data flows, and tenant isolation
authentication, authorization, roles, and service-to-service access
secrets, logging, auditability, backups, and recovery
third-party and AI-provider data handling, retention, and prompt/input boundaries
abuse cases, failure modes, and operational controls
You receive a concise architecture review with assumptions, risk ranking, recommended controls, and phased next steps. If requested, I can implement a bounded set of agreed changes in a follow-on scope.
This is an architecture and design review, not a penetration test, compliance certification, legal opinion, or guarantee of security. Intrusive testing requires explicit written authorization and a defined scope. Share sanitized diagrams, representative flows, and provider constraints; do not send production credentials or sensitive records.
Get to know Zach Esenbock
Zach Esenbock
Senior Software Architect AI Data APIs and SaaS
- FromUnited States
- Member sinceAug 2026
- Avg. response time1 hour
Languages
English
I help businesses turn slow systems, unreliable integrations, disconnected data, and high-friction operations into maintainable software. I am a software and data architect specializing in APIs, backend services, databases, and AI-enabled workflows.
My work targets a defined outcome: diagnose a bottleneck, design a credible architecture, implement an integration, or automate an internal workflow. I use AI-assisted engineering while keeping business rules, validation, tests, documentation, and maintainability central. I turn ambiguity into a clear scope and practical technical path.
FAQ
Is every part of the workflow AI-driven?
No. Deterministic business rules, validation, permissions, and human approvals should remain explicit. AI is used only where it adds appropriate judgment or transformation.
Do you provide the AI account or usage credits?
No. The buyer provides and pays for the selected provider account, API usage, and third-party services.
Can you use sensitive or regulated data?
Data use must be approved by the buyer and supported by appropriate controls and vendor terms. Start with sanitized sample data. This Gig does not include a compliance certification.
What is included in the prototype?
A working demonstration of the core workflow using approved sample data, plus technical design and risk notes. It is not represented as a complete production application.
