AI Lab: Human-AI Experiments and Prototypes
A working bench of LSA Digital's AI prototypes. See what Human-AI symbiosis looks like in practice, from agentic workflows to production-ready generative tools.
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Human-AI Concepts
See how Human-in-the-Loop workflows could look for your idea. This is a conceptual demonstration, not a final architecture.
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What you'll find in the lab
Most AI demos are curated theater. Our lab is the opposite: working code, real prompts, real agents, and the rough edges still attached. Each prototype above started as a question we wanted answered for a specific client engagement, and most of them ended up shipping into production. We keep the experimental versions live here so you can see how Human-AI Symbiosis actually behaves before it becomes a polished product.
Agentic prototypes
Multi-step agents we've used for IT patch prioritization, environmental permitting, medical coding, and content review. Each one demonstrates a Human-in-the-Loop pattern that survives audit and review.
Generative tools
Production-grade RAG pipelines, structured-output extractors, and document generators paired with reviewer interfaces. Built with the same compliance discipline we apply on FedRAMP, HIPAA, and FISMA work.
Process intelligence
Demos that pair process mining with AI summarization to surface bottlenecks fast. We use these on Day 1 of most engagements to figure out where AI investment is real vs. hyped.
D3C-built micro apps
Small, focused tools we shipped in days using the D3C framework — Develop, Deploy, Disrupt — to prove a concept end-to-end before committing to a larger build.