Custom AI Development

AI Software Built Around Your Data and Process.

We design and build custom AI software when off-the-shelf tools do not fit: AI assistants that answer from your own data, client portals, internal tools and apps. Our own products, including Charter OS and EasyEvent, were built this way.

Get a Free Consultation

What Is Custom AI Development?

Custom AI development means designing, building and deploying AI systems around your own data, workflows and methodology instead of a generic tool. It suits businesses with a problem off-the-shelf software cannot solve. At Voreli AI, custom AI product development is part of The Whole Machine, a flat plan at $9,997 per month.

Last updated

A custom build starts with a written spec: the problem, the data the system may use, the actions it may take and the acceptance checks it must pass. We prototype on a sample of your data, review it with you, then build, integrate and test it under production-like conditions before launch. Milestones are agreed after we have seen your data and integrations, because those set the timeline.

What we build is software, not research. Charter OS turns the booking, deposit, contract and dispatch system from a working charter business into a multi-tenant product other operators run under their own brand. EasyEvent gives event organisers one console for sponsorships, tickets, payments, email and SMS, with an agent that turns a note on a contact into a drafted follow-up. Four Phases ships to the web and the App Store from one codebase with a daily message written by Claude. PeptideOS rejects any figure that arrives without a source.

The AI pieces in these systems are deliberately constrained. An assistant answers from your approved documents and data, not from whatever the model remembers, and drafting agents prepare messages that a person approves before anything is sent. That is the same pattern we use for client systems such as the four drafting assistants in Revolt Recovery's operations dashboard.

You own your data, content, domains and accounts, and you get a perpetual license to everything we deploy for you. If you leave, there is a full handover inside 14 days, so nothing is held hostage.

Custom AI product development falls under The Whole Machine, our flat plan at $9,997 per month (see voreli.ai/pricing for its scope). Maintenance, monitoring and fixes continue for as long as you are on the plan.

How It Works

Our proven process for delivering custom ai development results.

1

Requirements & Data Assessment

We define the problem precisely, review the data the system may use, and decide where AI is needed at all. Often a plain rule handles part of the job more reliably than a model.

2

Architecture & Prototyping

We design the system architecture, select models, and build a working prototype using a subset of your data. We agree a prototype milestone after assessing your data and integrations.

3

Development & Integration

We build the application, connect it to your existing systems and data, and iterate on the AI behaviour until it passes the acceptance checks agreed in the spec.

4

Testing & Validation

Testing with edge cases, bad inputs and production-like conditions, including what the system should refuse to do, against the thresholds agreed before the build.

5

Deployment & Handoff

Production deployment with monitoring dashboards, documentation, and team training. You receive documentation and runbooks, and maintenance, monitoring, and fixes continue for as long as you are on the plan.

What's Included

Everything you need to put custom ai development to work for your business.

AI assistants that answer from your own documents and data
Drafting agents with a person approving before anything sends
Multi-tenant web applications and client portals
Web and iPhone apps from one codebase
Data pipelines that reject unsourced or invalid records
Internal tools and operations dashboards

The Results You Can Expect

Software shaped around your process instead of a generic tool's
A perpetual license to everything deployed for you
AI answers limited to your approved data
A full handover inside 14 days if you leave

Frequently Asked Questions

Common questions about our custom ai development services.

What types of custom AI solutions do you build?
Software with AI inside it: assistants that answer from your own data, drafting agents with human approval, client portals, multi-tenant products and internal dashboards. Our own products, Charter OS, EasyEvent, Four Phases and PeptideOS, are examples of the work.
How long does custom AI development take?
Data readiness, integrations and acceptance requirements determine the schedule. We agree milestones before implementation and flag dependencies that could affect delivery.
Do we own the code and models you build?
You own your brand, content, data, domains, and accounts outright. The underlying platform and agent architectures stay Voreli's, and you get a perpetual, royalty-free license to everything deployed for you, plus a full handover inside 14 days if you leave.

Ready to Get Started with Custom AI Development?

Book a free discovery call. We'll discuss how custom ai development can transform your business and deliver measurable results.

VORELI
AI Automation ✦Custom Development ✦AI Voice Agents ✦Chatbots ✦Tampa Bay AI Agency ✦Revenue-Driven ✦
AI Automation ✦Custom Development ✦AI Voice Agents ✦Chatbots ✦Tampa Bay AI Agency ✦Revenue-Driven ✦

Ready to build with AI?