Services › Custom AI Development

Custom AI Development in Madison, Wisconsin

Purpose-built AI systems — not off-the-shelf. We build the systems your workflows actually need, using the same methods we use for our own products.

What We Build

30+ products shipped. Every category of AI.

We've built across AI agents, voice AI, document intelligence, SaaS platforms, and multi-model pipelines. Here's what we do.

Autonomous AI Agents

Systems that complete multi-step workflows without human intervention — document processing, data extraction, report generation, decision routing.

Voice AI

Inbound call handling, appointment booking, SMS follow-up. Fully autonomous voice agents that work around the clock at a fraction of human cost.

Multi-Model Pipelines

Complex workflows requiring multiple AI models in sequence — document classification, extraction, analysis, and narrative generation in a single automated flow.

AI SaaS Platforms

Multi-tenant, licensed AI products. We've built platforms serving NCAA athletic programs, private equity firms, and veterinary practices.

Document Intelligence

OCR, extraction, and classification for invoices, contracts, underwriting documents, and forms. Structured data from unstructured inputs.

Consumer AI Apps

Mobile-first AI products built for the App Store — from concept to Apple Featured. We've shipped 30+ consumer products across health, productivity, and wellness.

Client Work

What custom AI development looks like

Three builds that show the range — enterprise platform to $0.18-per-call voice AI.

Sports & Athletics · Multi-Tenant Platform

NCAA Athletic Performance Platform

Multi-tenant recovery coaching platform serving NCAA athletic programs, including a national championship team. AI-driven daily assessments, personalized recovery plans, and a coach portal with team-level oversight. Built as a licensed content model — programs subscribe, athletes get personalized AI coaching, coaches get visibility. 142 activities licensed across organizations.

NCAA Championship Team 142 Activities Licensed
Private Equity · Institutional Grade

Portfolio Intelligence Platform

AI-powered deal analysis and portfolio intelligence for a private capital firm across alternative asset classes. Automated fund evaluation, LP reporting workflows, and market signal aggregation. Due diligence prep time reduced from days to hours. Custom-built with institutional compliance and confidentiality requirements — no generic SaaS tools.

Days → Hours Institutional Grade
Veterinary / Small Business · Voice AI

AI Phone Receptionist

A fully autonomous AI voice agent that handles inbound calls, books appointments, confirms details, and sends payment links via SMS — without any human intervention for standard bookings. The client went from paying for after-hours answering services to a system that costs $0.18 per call, runs 24/7, and never misses an appointment opportunity.

$0.18/call Fully Autonomous
Insurance & Reinsurance · AI Agent

Enterprise Insurance Automation

An autonomous AI agent for a national insurance organization's innovation division — automating client presentation assembly, underwriting document extraction, reinsurance analysis, and executive briefing generation. Multi-model architecture handling document classification, data extraction, and narrative generation in a single pipeline.

Hours → Minutes Multi-Model Pipeline
Why WiscAI

We build for ourselves too. That's the difference.

When we recommend a stack, it's because we're running it ourselves on 30+ live products.

We're not a consulting firm that advises on AI from a distance. We're a venture studio that ships AI products — consumer apps, enterprise systems, and internal tools — using the same methods and stack we use for client work. When we tell you something works, it's because we've already broken it, fixed it, and deployed it.

Have something that needs to be built?

Tell us what you're trying to automate. We'll tell you how we'd build it and what it would cost.

Book a Call
michael.zhang@wiscai.com See all our work →