AI that does the work—measurably.
We implement AI and build custom software inside the workflows you already run—agents, copilots, integrations and modernized internal tools—so capacity, speed and quality go up while busywork goes down. Governed, phased, and measured from day one.
- Governed
- Phased delivery
- Measurable ROI
- New case received
- Documents summarized AI
- Routed to the right team AI
- Attorney review & approveYou
- Demand package drafted AI
AI is everywhere. Results aren't.
Most “AI” is a demo bolted onto the side. We build AI into the system that actually runs your business.
AI theater
- A chatbot bolted onto the side
- Impressive demos that never reach production
- No citations, audit trail, or controls
- Hype—with no measurable ROI
How UniCorp does it
- Embedded in your real, day-to-day workflows
- Shipped to production, one phase at a time
- Citations, audit trails, and human checkpoints
- Measured against capacity, cycle time, and ROI
// inside the workflow
Where AI fits in your work
AI accelerates the work. Your people stay in control. Every step is measured.
Work arrives
Requests, documents, tickets
AI assists
Summarize · extract · draft · route
AIPeople decide
Approve, edit, own the call
HumanWork gets done
Actions, outputs, handoffs
Everything's measured
Dashboards + operating cadence
What we build
AI built into your workflows—not bolted on
Capabilities we embed into the systems you already run, so AI shows up where the work actually happens.
Looking for the platform itself—not just embedded AI? See Custom Operating Platforms
// enterprise-grade by default
Safe to put in front of real work
The controls your risk, compliance, and security leaders ask for—built in from day one.
Approved knowledge + citations
AI answers from your sources and shows its work—no hallucinated guesses.
Human-in-the-loop
People approve consequential decisions. AI assists; it never goes rogue.
Audit trails
Every action is logged and reviewable—defensible for risk and compliance.
Monitoring + evaluation
We watch quality and drift continuously, with feedback loops built in.
Example solutions
Built for your world
Pick your industry to see what we'd build first.
- Case status and next-action operating system
- Demand/settlement pipeline tools and automation
- AI-assisted summarization and drafting within firm standards
- Internal “playbook copilot” for staff and onboarding
Low-risk by design
From idea to production, in phases
Value lands early and change risk stays low—because we ship in small, measured phases.
- 1
Map
Map the workflow and data reality; find the highest-ROI place to start.
- 2
Build
Design, build, and integrate—on your infrastructure, with your data.
- 3
Deploy
Ship to production with monitoring, training, and adoption support.
- 4
Measure
Track capacity, cycle time, quality, and ROI—then expand.
What changes when AI lives in the workflow
We baseline up front and track the numbers that matter.
Frequently asked questions
What's the difference between AI consulting and AI implementation?
Consulting tells you where AI would help. Implementation ships it into the workflow, with the integrations, human checkpoints and measurement that make it hold. We do both, phase by phase—the Blueprint is the consulting, and each delivery phase is the implementation.
See how we price each stepDo you build AI agents?
Yes—inside your workflows, not beside them. Agents route, summarize and prepare work within approved rules, and a person approves anything consequential. Whether a task needs an agent, a copilot or plain automation is the first thing we work out.
Can you replace the spreadsheet or Access database we run on?
Yes. Legacy modernization is one of the things we build: the brittle spreadsheet or aging internal tool becomes a secure, maintainable system your team owns, delivered in phases so operations keep running while it moves.
Will the AI work with our existing systems?
Yes—we build integrations and orchestration so AI and automations run inside your current stack, not beside it.
How do you keep AI safe and accurate?
Role-aware access, approved knowledge sources, citations, evaluation, monitoring, and human checkpoints where it matters.
Do you build custom software, or just configure tools?
Both. We build custom workflow apps where they create leverage, and configure or modernize existing tools where that's the faster path.
Who owns the software and the data?
You do. We build on your infrastructure and hand over clean, documented, maintainable systems.
How do you deliver without disrupting operations?
Phased delivery with monitoring and adoption support, so value lands early and change risk stays low.
Find your constraint. Get capacity back.
A free 30-minute call. We'll name the one constraint holding you back and the fastest path past it—whether or not you work with us.