AI for Regulated Industries
Built for industries
where getting it
wrong isn't an option.
We build AI systems for industries where accuracy and compliance aren't optional. Not experiments. Production systems your team actually relies on, built around the hours your people are losing to work that shouldn't require them.
Integrate AI into your workflow
Document processing, compliance reporting, audit trails. Built into your systems from day one.
We map the work
Identify the highest-cost manual processes in your workflow and where AI can replace them.
We build the system
Production-grade, compliance-aware, connected to your existing tools.
You stop doing it manually
The work runs. You check the output.
Build a product, end to end
Architecture first. No rebuilds six months later.
Spec + Architecture
We use Ark, our internal AI engineering tool, to generate a production-ready technical spec before writing a line of code.
Full Stack Engineering
Go, Python, or Node backend. React frontend. Deployable to any cloud, documented for your team to own.
Handoff or Retain
Take full ownership of the codebase, or keep us on retainer to operate and evolve it. No lock-in either way.
Off-the-shelf tools are built for generic workflows. Regulated industries have compliance requirements, audit trails, and data constraints that generic tools don't account for. We build systems designed around your specific regulatory environment from day one, not retrofitted after the fact.
We map your highest-cost manual processes (document processing, compliance checks, reporting, data extraction) and replace them with AI agents that run inside your existing systems. The output connects to your CRM, accounting software, or internal tools. Your team keeps working the way they work. The repetitive parts disappear.
Most pilots fail because they're disconnected from the real workflow: a demo environment that never gets integrated. We don't build pilots. We build production systems from the first line of code. BeneCRM and GrantOS are our own products built the same way. We eat our own cooking.
We start with a technical spec before writing a line of code: architecture, data model, compliance requirements, deployment plan. You own the spec regardless of what happens next. Then we build: production-ready, fully documented, and deployable from day one. Typical engagements run 6–12 weeks from kickoff to deployed product.
Every system we build treats data security as a first-class requirement, not an afterthought. We design for your specific compliance environment, whether that's HIPAA, ERISA, 2 CFR 200, or financial data handling, and build audit trails, access controls, and data handling policies into the architecture from day one.
Ready to build
something that lasts?
We're straightforward to work with. Tell us what you're working on and we'll tell you if we're the right fit.
Replace manual work with AI
Document processing, compliance reporting, data extraction. We build agents that run inside your real systems, not alongside them.
Get started →Build or modernize a product
Launch something new or bring legacy systems into the AI era. Without disrupting what's already working.
Start a project →