AI Product Factory

Production-Ready AI Products At Enterprise Scale

Transform your legacy platform with embeddable AI solutions. Copy, paste, and modernize—no codebase disruption required.

Built by enterprise veterans
Proven track record & exit
Predictable AI framework

The AI Innovation Paradox

Enterprise platforms need AI capabilities, but building them is slow, risky, and disruptive to existing codebases. Endless AI strategy meetings that go nowhere? Those are a thing of the past.

Unpredictable AI

AI technology is powerful but notoriously inconsistent. Every implementation feels like a gamble on reliability and performance.

Legacy Code Risk

Integrating new AI features into established platforms risks breaking years of stable, tested code. The cost of disruption is too high.

Slow Time to Market

Building production-ready AI products from scratch takes months or years. Competitors move faster while you're still in development.

The Remits.io Solution: Predictable AI at Scale

We've built a common framework that makes unpredictable AI technology production-ready. Our Product Factory delivers enterprise-grade solutions you can deploy in hours, not months.

Core Innovation

Our Common Framework:
Making AI Predictable

Our platform is built on modular Components—Schemas, Readers, Actions, Embeddables, HtmlTemplates, Rules, and Agents—that are compiled at runtime and orchestrated together. This architecture keeps every product aligned on the same data models, business logic, governance, and customer experience.

Schemas & Readers

JSON Schema definitions and data Readers normalize every ingest path and guarantee Firestore documents stay consistent across accounts.

Actions & Rules

Business logic executes through Actions and automated Rules that react to alerts or document changes, keeping operations deterministic.

Embeddables & HtmlTemplates

Customer experiences ship as embeddable widgets and reusable templates that surface platform data instantly in any workflow.

Agents & Governance

AI Agents wrap LLM interactions with validation hooks while audit trails and permissions enforce compliance across the platform.

// The Remits Framework in Action
import { RemitsAI } from '@remits/core';

// Initialize with consistent, predictable behavior
const ai = new RemitsAI({
  model: 'gpt-4',
  compliance: 'enterprise',
  security: 'maximum'
});

// Every product shares this foundation
const result = await ai.process({
  task: 'analyze-statement',
  data: merchantData,
  output: 'structured'
});

// Guaranteed consistent, production-ready results
console.log(result.confidence); // 0.98
Zero-Disruption Integration

Embeddables: Copy, Paste, Transform

Our embeddables let you add AI modernization to your legacy platform without touching your existing codebase. It's like magic, but it's just smart engineering.

your-app.html
<script>
  (function (w, d, s, o, f, js, fjs) {
    w[o] = w[o] || function () { (w[o].q = w[o].q || []).push(arguments); };
    js = d.createElement(s), fjs = d.getElementsByTagName(s)[0];
    js.id = o; js.src = f; js.async = 1; fjs.parentNode.insertBefore(js, fjs);
  }(window, document, 'script', '_remits_6e7f7efef21860af', 'https://remits.io/embeddable/javascript'));
  _remits_6e7f7efef21860af(''/* html_id */, '', '', '', 'iframe');
</script>

Drop-In AI Capabilities

Embeddables are self-contained, production-ready AI products that integrate into any platform through simple embed codes. No backend changes, no API integrations, no risk.

Zero Backend Changes

All AI processing happens on our infrastructure. Your backend stays untouched.

White-Label Ready

Customize colors, fonts, and branding to match your platform perfectly.

Production in Hours

From decision to deployment in the same day. No sprints, no delays.

Production-Ready Products from Our Factory

Each product is built on our common framework, battle-tested, and ready to deploy today.

Statement Decoder

AI-powered merchant statement intelligence that surfaces hidden fees, benchmarks rates, and produces executive-ready savings plans.

Fintech Payments Embeddable
Visit Site

FINN Assistant

FINN is a data-native AI teammate who explains results, drafts board-ready reports, and can even create or modify UI components. He collaborates with Statement Decoder and Invoicing workflows to keep revenue, ops, and finance aligned.

Agent Analytics Embeddable
Talk to FINN
NomadCode icon

NoMadCode

Vibe code through iMessage. NoMadCode lets founders and PMs ship product updates from their phone—natural language in, production-ready UI and logic out.

Developer Tools Messaging
Explore NoMadCode
Vendor Invoice Analyzer icon

Vendor Invoice Analyzer

Upload vendor invoices, contracts, and SOWs to pinpoint overbilling, rate creep, and contract drift before it hits the P&L.

Procurement Risk
Detect Overcharges
Invoicing icon

Invoicing

Digitize invoices, auto-assign GL codes, and instantly associate vendors. The Vendor Invoice Analyzer is embedded to flag anomalies as finance teams work.

Finance Ops Embeddable
See the Workflow

Your Product Next

Need a custom AI product? Our factory can build and deploy enterprise-ready solutions tailored to your needs.

Custom White-Label
Contact Us

Built by Enterprise Veterans

Founded by seasoned application creators with a proven track record of building, scaling, and exiting enterprise platforms. We know what works because we've done it before.

Enterprise DNA

Years building platforms that serve Fortune 500 companies and process billions in transactions

Proven Success

Track record of successful exits and platforms that scaled to thousands of enterprise customers

Innovation First

Early adopters and pioneers in AI, having deployed production AI systems since 2020

"We've spent decades building enterprise platforms. Remits.io is the culmination of everything we've learned — packaged into a factory that can produce AI products at scale."
— The Remits.io Founding Team

Ready to Add AI to Your Platform?

Contact us and share the details of your business, industry, and the problems you're ready to solve—we'll tailor the next steps around you.

Want to talk with the team? Share your details and we'll tailor next steps for your platform.