You will get an enterprise-grade AI Velocity Audit to determine 0-1 AI product readiness
Project details
Most AI initiatives stall due to unmanaged debt, agentic loops, and spiraling costs. I act as your Owner’s Representative and Technical Fiduciary, providing the strategic blueprint and structural guardrails needed to secure your investment before a single line of code is written.
Why clients choose this audit:
1. Architectural Solvency
I optimize token lifecycles and prompt architectures using Prefix Caching, Semantic Pruning, and Sovereign Routing. This drastically reduces cloud infrastructure rent and eliminates the latency inherent in poorly designed, "vibe-coded" systems.
2. Deterministic Engineering
Drawing on a decade of scaling enterprise SaaS, I bring forensic debugging and clean-code standards to AI. I design hard-coded safety harnesses—using isolated sandboxes and circuit breakers—to prevent data leaks, unauthorized tool execution, and infinite loops.
3. Strategic Neutrality
Agencies profit from billable hours; I profit from systemic simplicity. You receive a clear "Definition of Ready" blueprint and a strict Pass/Fail validation protocol to ensure your internal or external developers execute with absolute architectural certainty.
Why clients choose this audit:
1. Architectural Solvency
I optimize token lifecycles and prompt architectures using Prefix Caching, Semantic Pruning, and Sovereign Routing. This drastically reduces cloud infrastructure rent and eliminates the latency inherent in poorly designed, "vibe-coded" systems.
2. Deterministic Engineering
Drawing on a decade of scaling enterprise SaaS, I bring forensic debugging and clean-code standards to AI. I design hard-coded safety harnesses—using isolated sandboxes and circuit breakers—to prevent data leaks, unauthorized tool execution, and infinite loops.
3. Strategic Neutrality
Agencies profit from billable hours; I profit from systemic simplicity. You receive a clear "Definition of Ready" blueprint and a strict Pass/Fail validation protocol to ensure your internal or external developers execute with absolute architectural certainty.
AI Development Type
Deep Learning, Knowledge Representation, Model Tuning, Recommendation System, Software MaintenanceWhat's included
| Service Tiers |
Starter
$200
|
Standard
$500
|
Advanced
$1,200
|
|---|---|---|---|
| Delivery Time | 3 days | 6 days | 10 days |
Number of Revisions | 1 | 2 | 3 |
AI Model Integration | - | - | |
Detailed Code Comments | - | - | |
Knowledge Graph | |||
Model Documentation | |||
Ontology | |||
Source Code | - | - | |
Taxonomy | - |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$100 - $250
Technical Video Workshop (2 hrs)
(+ 1 Day)
+$200
Token & Cloud Cost Audit
(+ 2 Days)
+$250
Vendor & Dev-Shop RFP Review
(+ 3 Days)
+$300Frequently asked questions
About Bradley
AI Systems Architect & Fractional CTO | 0-to-1 Full-Stack Engineer
Calgary, Canada - 8:12 am local time
Whether you are a startup founder looking to turn a conceptual product vision into a high-performance prototype in days, or an established business needing to unify fragmented operations into a secure, automated digital workforce—I design, build, and ship the underlying architecture.
What Sets Me or My Work Apart
I do not write fragile code or build basic API wrappers. My engineering standards were forged in high-stakes, mission-critical environments. Before transitioning fully to full-stack software and agentic AI, I managed international field operations and spearheaded product development for PureLight Fiber Optics. I commissioned and maintained complex sub-surface monitoring systems (DTS/DAS) for energy giants like Suncor, CNRL, and ExxonMobil, and led cross-functional deployments in high-stress settings globally, including subsea pipeline installations in Singapore.
In that world, technical drift or a single logic error meant millions of dollars in lost infrastructure. I bring that exact same discipline, forensic troubleshooting mindset, and demand for structural integrity to the software I write today.
What I Do Best
I operate primarily as an individual contributor or technical lead across three core areas:
1. 0-to-1 Full-Stack Product Prototyping
I specialize in high-velocity execution. I can take a loose specification or a messy design and turn it into a polished, responsive, and secure full-stack web or mobile application in days, not months.
Stack: TypeScript, React, Next.js, Gatsby, Tailwind CSS, shadcn/ui, Node.js, Express, Python.
Data Layer: High-performance database schemas (Postgres, SQL, BigQuery) engineered for scalability and fast query speeds.
Integrations: Enterprise-grade authentication (Auth0, Cognito, OAuth2) and complex third-party SaaS pipelines (Stripe, HubSpot, Salesforce, Ad Platforms).
2. Agentic AI & Orchestration (AIO)
I build deterministic, secure, and cost-effective AI systems that move beyond simple chat interfaces into autonomous execution.
Orchestration: Multi-agent choreography and routing logic utilizing tools like LangGraph and Google ADK.
Integrations: Standardized database and tool access using Model Context Protocol (MCP).
Reliability (Harnessing): Implementing strict evaluation frameworks, deterministic sandboxing, and JIT (Just-In-Time) secrets injection to prevent data exfiltration, token-bleed, and infinite agent loops.
3. Sovereign DevOps & Infrastructure
I manage the entire deployment lifecycle, ensuring that whatever we build is portable, secure, and optimized for operating costs.
DevOps: Containerization with Docker, automated CI/CD pipelines via GitHub Actions.
Cloud Architecture: Multi-cloud deployments on AWS and GCP.
Sovereignty: Migrating resource-heavy systems from expensive cloud APIs to private VPCs or local hardware (such as Mac Studio or dedicated GPU nodes) to eliminate ongoing token rent.
How We Can Collaborate
I don't need hand-holding or project managers to stay on track. I am a self-directed partner who takes full responsibility for deliverables.
The Scope Diagnostic: If you have an existing system that is lagging, looping, or burning too much API budget, I perform a rapid 4-day forensic audit to find the leaks and deliver a hard technical blueprint to fix them.
The 0-to-1 Sprint: If you are a founder looking to raise capital or launch a beta, I will scaffold and deploy your high-fidelity MVP with exceptional velocity.
Fractional CTO Retainer: Ongoing technical leadership, technical hiring validation, and architectural board stewardship for teams scaling their operations.
If you are looking for a strategic, hands-on partner who prioritizes system integrity and real-world business outcomes over vanity metrics, let’s talk.
Steps for completing your project
After purchasing the project, send requirements so Bradley can start the project.
Delivery time starts when Bradley receives requirements from you.
Bradley works on your project following the steps below.
Revisions may occur after the delivery date.
Ingestion & System Diagnostic
I perform a forensic review of your documentation, current workflows, and any existing codebase to map the technical surface area and identify immediate bottlenecks or structural debt.
Technical Feasibility & Risk Audit
I execute a deep-dive analysis of model viability, security risk profiling (PII leaks/hallucinations), and a cost-mitigation audit to optimize your long-term inference budget.