Architects & Engineers
Solutions Prodigy, LLC
We are the architects and engineers of Solutions Prodigy, LLC. For 20+ years we have designed and built enterprise systems across hybrid, public, and private cloud — and for the last several years our work has centered on one thing: putting AI into production.
Our rule is simple: design-and-build, not design-and-hand-off. We architect the solution and then deliver it — reference architecture through implementation, integration, and operations.
Solutions Prodigy is owned and led by Aurora Guy, Chief Executive Officer. Architecture and engineering delivery is led by Brian Guy.
Research Credits
Our published research appears in the Foundational Concepts series:
The Tapestry Protocol: Teaching AI Corrigibility by Fine-Tuning Alignment on Theology Frameworks — forthcoming. An empirical study testing whether fine-tuning language models on a distilled theological canon instills corrigible behavior, complementing guardrail-based alignment as AI systems grow more capable.
What we have built lately
Our flagship recent work is an end-to-end agentic AI platform: centrally hosted frontier and open-source models, a Claude Code–based orchestrator coordinating specialized sub-agents, and custom MCP servers covering ticketing, VM provisioning, Ansible automation, DNS, email, monitoring, and backups — running across Linux and Windows, with a FastAPI layer for version control and access brokering, spanning AWS, Azure, and private-cloud stacks (OnApp, SolusVM).
Around that core, our AI engagement portfolio includes:
- Agentic workflow systems — multi-agent orchestration for real operational workloads
- Retrieval-augmented generation (RAG) — production retrieval pipelines with vector-store integration
- Fine-tuning & model distillation — adapting open-source models to client data, including privacy-sensitive workloads, and distilling frontier-model capability into smaller models cheap enough for on-prem or edge inference
- Self-hosted model serving — reference architectures for private model hosting, managed compute, and managed storage
- Build-vs-buy analysis — model selection with honest cost/latency trade-off analysis per use case
Selected engagements
Client identities are NDA-protected; described by vertical:
- Global ride-sharing and delivery platform — architecture and delivery of infrastructure workloads at scale
- IoT infrastructure monitoring platform — solution architecture for a data-center-focused IoT monitoring product
- Major North American airlines — solution architecture for operations- and customer-facing systems
- Health insurance carriers and healthcare providers — architecture and delivery for HIPAA-adjacent workloads
- Clinical biotech and med-tech firms — infrastructure for research computing, device data platforms, and regulated environments
- Data-center and colocation operators — architecture supporting client-facing platforms
- Large-scale search engine platform — our architects and engineers owned architecture and delivery for sustained-throughput crawler, index, and query infrastructure at very high daily volumes
Earlier career: enterprise implementations for Fortune 100, US Military, and US Government clients (EMC Consulting); multi-brand hosting portfolio architecture with 100% server-reliability across tenure (Thunderbox).
What we do for clients
- AI implementation — scoping, architecture, and delivery of production AI: agents, RAG, fine-tuning, self-hosted inference
- Cloud architecture & migration — AWS and Azure at the public tier, plus production private-cloud stacks (KVM, VMware ESXi, OnApp, SolusVM); hybrid and multi-cloud, HA/DR, landing zones
- Regulated & high-availability environments — security-review-heavy engagements, SOC 2- and HIPAA-adjacent experience, hardening and incident response
- Containers & IaC — Kubernetes, Docker, Terraform, Ansible, GitOps delivery pipelines
How we work
Engagements run as 1099 contracts through Solutions Prodigy, LLC (Texas). We work worldwide remote, with on-site availability up to 25% travel. Email is the fastest way to reach us.
Let's talk about your AI project
If you're evaluating AI implementation — agents, RAG, model strategy — or need architects and engineers who ship, we'd like to hear what you're building.
b.guy@solutionsprodigy.com