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Austin, Texas · AI Systems Consulting
We design, build, and deploy production-grade AI agents using Spring AI and Claude — engineered for compliance, security, and scale.
What we do
From strategy to production, we help you ship AI that your team trusts and auditors approve.
Assess readiness, identify high-value agent use cases, and build a phased roadmap aligned to your risk and compliance posture.
Design and implement autonomous agents with Spring AI — grounded on your data, tooled to your systems, and observable end to end.
HIPAA, SOC 2, and FedRAMP-aligned guardrails: audit trails, PII controls, red-teaming, and human-in-the-loop review.
Track quality, latency, cost, and business impact. Continuously tune prompts, tools, and models with A/B evaluation harnesses.
Choose the right Claude model for each task and architect retrieval-augmented generation over your knowledge bases.
Workshops and pair-programming so your engineers own the platform — Spring AI patterns, agent frameworks, and MLOps.
Where we work
We speak the language of your auditors and your operators.
Claims adjudication agents, prior authorization, clinical documentation assistants, and patient intake — designed for HIPAA compliance with strict PHI access controls and auditability.
Regulatory reporting, fraud detection triage, credit decisioning support, and customer-service agents — with the explainability and controls financial institutions require.
Policy-aware knowledge assistants, permit and grant processing, case management triage, and citizen services — built for transparency and public-sector constraints.
Our stack
Autonomous, goal-driven agents that plan, use tools, and collaborate — with guardrails, human-in-the-loop checkpoints, and full traceability.
Java-first agent framework for production systems: Spring Boot integration, function calling, RAG, and structured outputs your enterprise already runs on.
Anthropic's Claude models — top-tier reasoning, long-context understanding, and enterprise safety features like tool use and computer-use capabilities.
APIs, databases, knowledge bases, and legacy systems.
Orchestration, tools, memory, and policy enforcement.
Reasoning, generation, and safe action-taking.
Staff, analysts, and citizens get reliable answers.
How we deliver
We map workflows, constraints, and risks with your stakeholders — no jargon, no assumptions.
We architect the agent, its tools, data access, and compliance guardrails before writing code.
Rapid, testable delivery with Spring AI and Claude. Demo every sprint — nothing black-box.
Monitoring, evaluation, and iteration. We stay until your team owns it confidently.
Why Reliable Tech Geeks
Based in Austin, Texas, we're a lean consultancy of senior engineers and architects who have delivered enterprise systems in healthcare, finance, and government for years.
We keep teams small, communicate plainly, and measure ourselves on your outcomes — not on billable hours.
Work With UsContact
Tell us about your use case. We'll reply within one business day with a clear assessment and next steps.