Keep it Simple
Analytics
Understand your process. Prototype the solution. Keep it simple.
AI consulting and workflow optimization for small businesses — we fix the process before picking the tools. Process mapping, rapid prototyping, and AI automation delivered in weeks, not months.
What We Do
Process first. Tools second.
Process Engineering
Business process improvement starts with understanding what you have. We do process mapping, identify bottlenecks, and design workflows that actually work — so you stop paying for software that collects dust.
Rapid Prototyping
Prototype development from concept to working proof-of-concept in weeks, not months. Validate ideas with real data before committing to full builds. Fail fast, learn faster.
Agentic Engineering
AI automation for small business — we design and build autonomous agents that research, analyze, and execute under human oversight. Local-first, no vendor lock-in.
Proof of Capability
Built to solve real problems
A sample of proof-of-concepts from our portfolio — rapid prototypes that went from idea to working system.
Healthcare Price Transparency at Scale
Visualized 17.5 billion negotiated rate records across 20K+ billing codes and 10K+ providers. Interactive analytics with sub-50ms query latency.
Healthcare Data Pipeline
End-to-end Transparency in Coverage pipeline: provider registry, TOC parsing, MRF rate extraction, and normalization. 7 specialized AI agents orchestrating the flow.
Deep Research Agent
Autonomous research system: iterative web search, content extraction, vector embeddings, hybrid retrieval, and citation-gated report synthesis.
Rapid Prototyping in Practice
How we built Parq-Bench
A real example of our process — from identifying a pain point to shipping an open source tool.
Analysts were stuck. Excel crashes on large files. Pandas needs a Python environment. Spark needs a cluster. There was no simple way to just look at big data.
We mapped the workflow, identified the real bottleneck (getting eyes on data fast), and prototyped a local-first desktop tool — no cloud, no setup, no dependencies.
5GB files open in under 500ms. 46.7 million rows rendered at 60 FPS. Full-table SQL aggregation in 641ms. Shipped as a single binary.
Want us to build something like this for your business? Let's talk.
Ready to simplify?
Tell us about your process challenge. We'll show you what's possible.