Resolving complex data into decisions you can act on.
Quant Solvent builds revenue cycle analytics, HIPAA-aware AI workflows, and production data platforms for billing companies, providers, health-tech startups, and payers — senior engineering without the overhead of a full-time hire.
Same-day Statement of Work — describe your project and get a written scope and estimate back the same business day.
What we build and deliver
We are a technical consulting firm. Every engagement is custom professional services delivered under a written Statement of Work — there is no off-the-shelf product to add to a cart.
Healthcare AI & LLM Consulting
LLM-powered workflows on regulated data — HIPAA-aware architecture, BAAs, retrieval over your documents, shipped to production.
RCM Automation with AI
Remittance (835) processing, denial workflows, and A/R analytics for billing companies — built on your real claims data.
Denial Management AI
CARC/RARC categorization, root-cause analytics, LLM-drafted appeals, and prevention targeted at what your data proves.
Payer Contract Analytics
Rate benchmarking against Medicare and market data, underpayment detection, and modeled proposals for your next negotiation.
Data Warehouse Migration
Teradata to Databricks, on-prem SQL to cloud — with parallel-run validation, staged cutover, and cost optimization.
Modern Data Stack
Right-sized data platforms for small teams — ingestion, warehouse, tested models, dashboards. The smallest stack that answers your questions.
How we work together
Pricing is scoped to each engagement. We provide a written estimate and Statement of Work before any work begins — and a clear path from first diagnostic to ongoing operations.
Fixed-Fee Diagnostics
- RCM Data Healthcheck — where revenue is leaking and what to automate first
- AI Readiness Assessment — which workflows pay back AI, and what it takes to ship
- Findings + prioritized plan you keep, whoever builds it
Project Engagements
- Builds, migrations, and automations under a written SOW
- Production deployment is the finish line, not a slide deck
- You own all work product on payment
Retainers & Operations
- Managed AI Operations — eval monitoring, prompt/model maintenance, accuracy you can audit
- Platform Operations — pipeline reliability, cost management, monthly hour bank
- Fractional Data & AI Lead — senior ownership without the full-time hire
A senior engineer, on demand
Quant Solvent is a Tennessee-based software development and technical consulting practice led by Clayton Severson, Principal Consultant. We work where money, technology, and healthcare intersect — for billing companies, provider groups, health systems, health-tech startups, and payer teams that need experienced hands to design, build, and ship.
Work is hands-on and accountable: we write the code, run the migrations, and stand behind what we deliver. Clients own all work product on payment, and every engagement is governed by a clear Master Services Agreement and Statement of Work. More about how we work →
The name is a chemistry metaphor. A solvent separates a mixture into its components by phase and solubility, so each one can be isolated and measured. Quant Solvent does the quantitative version — dissolving tangled, messy data into clean, measurable structure, so the properties that actually matter become visible and usable.
Let's scope your engagement
Tell us what you're trying to build or fix. We'll respond with next steps, an estimate, and a written Statement of Work — the same business day.
Book a 30-minute intro call Or email clayton@quantsolvent.co