Your data isn't ready.
It lives in PDFs, SharePoint folders, legacy systems, and someone's inbox. No AI tool works on data that fragmented.
AI that actually works in regulated industries.
We clean your data, build the automation, and keep it running. Built for medical, financial, and legal operations teams that can't afford AI to "kind of work."
Trusted by teams at
Why most AI projects fail before they start.
Generic tools don't speak your language.
ChatGPT doesn't know what a 510(k) submission looks like. Off-the-shelf automation breaks the moment compliance gets involved.
Nobody maintains it.
The consultant ships the project and leaves. Three months later it's broken and your team is back to manual work.
We do the three things that make AI actually work.
Data Foundation
We scrape, clean, and structure your fragmented data into something AI can use.
Workflow Automation
Custom automations built on your cleaned data. Document processing, intake, compliance checks, reporting.
Managed AI Operations
We maintain what we built. Monitor accuracy, handle model updates, add new workflows as you grow.
Built for industries where getting it wrong costs you.
We work with regulated SMBs that need AI to be right, not impressive.
Medical Compliance
Medical device companies, clinical research orgs, and healthcare SaaS dealing with FDA submissions, adverse event reporting, and quality data that lives in fifteen different systems.
We help compliance teams cut submission prep from weeks to days and turn manual complaint triage into a structured workflow.
Financial Compliance
RIAs, wealth managers, and boutique funds running KYC refresh, Form ADV updates, marketing review, and client onboarding across fragmented custodian and CRM data.
We help operations teams shorten onboarding cycles, automate compliance reviews, and keep regulatory reporting audit-ready.
Legal Operations
Mid-size law firms and in-house legal teams handling contract review, discovery, matter management, and clause extraction across high volumes of documents.
We build review workflows that cut hours per document and improve consistency across reviewers — without losing privilege protection.
Insurance Operations
Commercial brokerages, MGAs, and underwriters processing broker submissions, FNOL triage, and policy data across AMS, carrier portals, and email.
We turn submission intake from a 25-minute rekey job into a 3-minute review — and bring the same logic to claims and renewals.
A three-call process. No procurement theater.
Discovery call (30 min)
We learn your workflow and identify where AI actually helps.
Scoping call (60 min)
We come back with a fixed-price proposal and clear deliverables.
Build and handover
You get working automation and full documentation. No black boxes.
What we won't do.
"We won't sell you AI you don't need. If your problem can be solved with a Zapier workflow and a spreadsheet, we'll tell you. We make money when we build things that work — not when we sell things that don't."
Find out if we can help.
A 30-minute call. No pitch deck. We'll tell you whether your problem is worth solving with AI — and whether we're the right team to solve it.