Gauntlet Systems
Full-stack engineering with an agentic AI edge.
We design, build, and ship production-grade software across web, APIs, data, and cloud operations. Our agentic focus helps teams automate execution, reduce delivery risk, and launch faster.
Gauntlet Systems partners with teams that need architecture judgment and hands-on implementation in one place. From modernization and platform scale-up to agentic product workflows, we focus on measurable outcomes and durable systems.
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Ready to accelerate your next build?
Share your goals and constraints, and we will align on a focused path from strategy to shipped software.
Services
Real world experience. Real world results...
Agentic Product Development
Design and ship AI-assisted workflows, copilots, and automation layers that integrate with existing systems.
Full Stack Engineering
Build maintainable frontends, APIs, and data services with clear ownership, performance, and delivery standards.
Platform + DevOps Delivery
Improve CI/CD confidence, observability, release quality, and operational readiness across cloud environments.
Technical Advisory
Get senior engineering leadership for roadmap decisions, architecture risk reduction, and execution planning.
Execution Architecture
One connected system from business goals to production outcomes.
Business-first sequence mapped directly to delivery decisions.
Start with the end in mind.
We define the summit first, then place milestone flags as clear points of victory: requirements complete, architecture validated, retrieval grounded, and production launch.
Discovery Layer
Business SME
Real-world domain expertise anchors architecture decisions in measurable outcomes.
Planning Layer
Requirements Gathering
Requirements convert business constraints into testable stories, APIs, data contracts, and acceptance criteria.
Experience Layer
Web UI + API Gateway
User actions, auth, and request shaping for reliable downstream routing.
Context Layer
RAG Orchestrator
RAG retrieves relevant knowledge and composes grounded context for model calls.
Knowledge Layer
Vector DB
Vector DB stores embeddings for semantic search and fast document-level recall.
Reasoning Layer
LLM + Tooling
LLM execution and tooling drive guarded workflows into reliable scale-up operations.
Industry Experience
Context that translates into faster implementation.
Medical
Patient workflows, PHI-aware platform patterns, and secure integrations across clinical and operations systems.
Community Management
Member lifecycle tooling, moderation automation, communication workflows, and engagement analytics.
Financial
Audit-friendly data flows, integrity controls, and risk-aware systems for transaction-adjacent operations.
Education
Learner and admin platform improvements, integration architecture, and scalable support operations.
Manufacturing
EDI and shipping integration workflows, plant-to-platform data flow automation, and operational visibility.
Real Estate
Listing-to-transaction workflows, CRM integration patterns, and document-heavy process automation.
AI Insights
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Codebase
Recent commits and delivery momentum.
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