Turn PDFs, faxes, statements, contracts, and scans into structured, validated data inside your workflow.
Custom AI
Custom AI Software, Built for the Problem You Actually Have.
When off-the-shelf software stops where your real work starts, Prowl designs and builds AI-native systems around your workflow — agents, document intelligence, automation, voice, and dashboards — deployed inside your stack and owned by you.
AI-nativeBuilt around AI from day one, not bolted on
WeeksFrom prototype to working system
Your stackDeployed in your perimeter and tools
You own itThe system and the IP are yours
The problem
Off-the-shelf software stops where your real problem starts.
The most valuable work lives in the messy middle of the business — across PDFs, portals, spreadsheets, emails, phone calls, and fragmented systems. It’s too complex for simple automation and too repetitive for high-cost human effort.
So you end up with talented people doing data entry, status checks, and follow-ups that eat a third of their week.
The Prowl approach
We build the system around your workflow.
We don’t force your process into someone else’s product. We build an AI-native system that reads your documents, understands your context, moves work forward automatically, and routes the high-stakes decisions to a human.
It runs inside your security perimeter, integrates with what you already use, and the system is yours to own.
What we build
The building blocks of an AI-native system.
Domain-trained agents that read context, recommend next steps, draft work, and act under human approval.
Stitch CRMs, portals, spreadsheets, and email into one operating flow — no human relay required.
IVR navigation, call handling, transcription, and structured outcomes for high-volume phone work.
Real-time visibility into throughput, exceptions, and the metrics your team actually runs on.
Connect to QuickBooks, EHRs, payer portals, and data warehouses — inside your security perimeter.
How we work
From first conversation to production.
01Discover
We map the workflow, the documents, the systems, and the decisions — and find where the real drag lives.
02Design
We scope an AI-native system with human review at the high-stakes points and a clear path to production.
03Build
You see a working prototype in weeks, not quarters, and we iterate against your real data.
04Deploy & iterate
We ship inside your perimeter, instrument it, and improve it as it learns from real use.
Where we go deep
Built for document-heavy, multi-system work.
Accounting intelligence, FP&A, deal flow, investor reporting, and back-office execution.
IDR, credentialing, referrals, payer calls, intake, records, and revenue-cycle work.
Prospecting, web intelligence, support, data operations, and internal automation.
Document-heavy, multi-system, compliance-bound work off-the-shelf tools won’t touch.
Why Prowl
What you get from a custom build.
AI-native, not bolted on
We design around AI from day one — document understanding, decision support, and action live in the workflow.
Human-in-the-loop by design
Critical actions route to a person with full context. The system never auto-executes what matters without approval.
Enterprise-ready
Deployed in your perimeter with SSO, encryption, role-based access, and audit trails from the start.
You own the system
The IP, the code, and the operating system we build are yours — not locked inside a black-box vendor.
Proof
Systems we’ve already built.
Our products started as custom builds. The same playbook is available for yours.
Get started
Have a problem worth automating?
Tell us the workflow, the documents, and the systems involved. We’ll tell you what an AI-native system could do — and what it would take to build it.