Build a Powerful Form-Filling AI Copilot with React and TorlyAI Integration

Get Ready to Supercharge Your Forms with Form Filling AI

Imagine a world where complex multi-step applications fill themselves. No more manual typing, no more lost drafts, just a smooth form-filling flow. That’s the promise of Form Filling AI: an intelligent copilot that understands your fields and populates them on demand. In this guide you’ll learn how to roll your own React-based sidebar assistant and then level up with TorlyAI’s advanced reasoning and visa‐ready support. Form Filling AI Copilot: AI-Powered UK Innovator Visa Application Assistant

We’ll start with a quick intro to the open-source approach, then dive into the shortcomings when you need specialised tasks like Innovator Founder Visa prep. Next, you’ll integrate TorlyAI so your copilot not only fills fields but also evaluates business ideas, checks compliance and suggests targeted improvements. By the end, you’ll have a streamlined, production-ready solution that saves hours on paperwork and prompts real-time feedback.

Why a Form-Filling AI Copilot Matters

Forms are everywhere: job applications, legal submissions, onboarding surveys. They slow you down, frustrate users and spike abandonment rates. A Form Filling AI layer transforms that experience by:

• Understanding field names, placeholder hints and label context.
• Executing natural language prompts like “fill my contact details” or “use sample data”.
• Updating values in real time with code hooks, not brittle selectors.

On its own, an open-source Form Filling AI solution can handle basic tasks. It gives you a strong starting point. However, generic assistants lack domain expertise. They won’t flag missing financial figures, polish your business plan or align with UK Innovator Visa criteria.

The Open-Source Baseline: Pros and Cons

Projects like assistant-ui demonstrate the elegance of a React-based AI copilot. You get:

• A sidebar UI that lives alongside your form.
• useAssistantForm to replace useForm, auto-registering set_form_field and submit_form.
• Pre-built prompt suggestions to guide users.
• Seamless integration with React Hook Form.

That’s great for generalised assistance and quick prototypes. But if you’re handling visa applications or any domain requiring deep analysis, you hit walls:

• No built-in business idea qualification.
• Zero founder background checks.
• Lack of gap identification or concrete improvement roadmaps.
• Limited compliance validation for legal bodies.

In short, a vanilla Form Filling AI copilot speeds up mundane data entry but leaves mission-critical validation on the table.

Introducing TorlyAI: From Field Filling to Visa Readiness

TorlyAI is more than a form-filler, it’s an intelligent visa-readiness analyst. Here’s how it raises the bar:

• Business Idea Qualification: It checks innovation, viability and scalability against UK Home Office and endorsing body standards.
• Applicant Background Assessment: Analyses your expertise, entrepreneurial track record and endorsement likelihood.
• Gap Identification & Roadmap: Offers tailored suggestions to strengthen your business model, market strategy and compliance.

Plus you get 24/7 AI support, a 95% success rate based on past applications and quick turnaround—most reviews in under 48 hours. TorlyAI turns your Form Filling AI copilot into a full-blown endorsement assistant.

Setting Up Your React Project

Ready to get hands-on? Let’s start by scaffolding a React application:

npx create-react-app form-ai-copilot
cd form-ai-copilot
npm install @assistant-ui/react @assistant-ui/react-hook-form axios

You’ll use @assistant-ui/react-hook-form for the base copilot features, then wire in TorlyAI via its REST API. To test locally, download the desktop bundle:

Download BP Build Desktop APP

This gives you a sandboxed environment where you can simulate Visa submissions without exposing real data.

Building the Sidebar Assistant

First, create a runtime provider:

// src/MyRuntimeProvider.jsx
import { AssistantRuntimeProvider } from "@assistant-ui/react";
import { useChatRuntime } from "@assistant-ui/react-ai-sdk";

export function MyRuntimeProvider({ children }) {
  const runtime = useChatRuntime();
  return (
    <AssistantRuntimeProvider runtime={runtime}>
      {children}
    </AssistantRuntimeProvider>
  );
}

Next, wrap your form component:

// src/App.jsx
import React from "react";
import { useAssistantForm } from "@assistant-ui/react-hook-form";
import { Form } from "./components/Form";
import MyRuntimeProvider from "./MyRuntimeProvider";

function App() {
  const form = useAssistantForm({
    defaultValues: { name: "", email: "", venture: "" },
    assistant: {
      tools: {
        set_form_field: {},
        submit_form: {}
      }
    }
  });

  return (
    <MyRuntimeProvider>
      <Form {...form} />
    </MyRuntimeProvider>
  );
}

export default App;

You now have a working open-source Form Filling AI copilot. Try prompts like “Fill sample data” or “Populate my email”. But remember, it won’t handle your Innovator Visa specifics.

Integrating TorlyAI for Visa-Ready Intelligence

Time to plug in TorlyAI’s API. You’ll send the form data and context to the TorlyAI endpoint, then render its feedback inside your sidebar:

// src/api/torlyClient.js
import axios from "axios";

const torly = axios.create({
  baseURL: "https://api.torly.ai",
  headers: { Authorization: `Bearer ${process.env.REACT_APP_TORLY_KEY}` }
});

export async function evaluateVisaReadiness(payload) {
  const { data } = await torly.post("/visa/evaluate", payload);
  return data;
}

In your assistant component, call evaluateVisaReadiness when users prompt the AI to review their business plan. You’ll display a dynamic score and actionable steps—directly inside the copilot window.

By combining TorlyAI with your Form Filling AI, you get an all-in-one tool that fills fields and evaluates your Innovator Founder Visa application in one place. For full desktop support:

TorlyAI Desktop APP

Mid-Article Call to Action

If you’re ready to jump straight to a fully-integrated package, explore our core offering:

Form Filling AI Copilot: AI-Powered UK Innovator Visa Application Assistant

Advanced Features: Gap Analysis and Roadmaps

TorlyAI’s secret sauce lies in its multi-agent reasoning. Here’s a peek under the hood:

• It cross-references your venture against a database of past successful visa pitches.
• Flags missing market research, tech stacks or team structures.
• Generates a step-by-step improvement plan to hit endorsement criteria.
• Updates suggestions as Home Office guidelines change.

No DIY form copilot can do that. And you get continuous feedback—24 hours a day, 7 days a week.

Testing and Deployment

Before you ship, write end-to-end tests for form-filling and TorlyAI integration:

// src/__tests__/App.test.js
import { render, screen, fireEvent } from "@testing-library/react";
import App from "../App";

test("fills and evaluates form", async () => {
  render(<App />);
  fireEvent.click(screen.getByText("Fill sample data"));
  expect(await screen.findByDisplayValue("John Doe")).toBeInTheDocument();
});

For deployment, host on Vercel or Netlify. Ensure you set your REACT_APP_TORLY_KEY in environment variables. If you want a local GUI wrapper, try our plan builder:

Build Your Endorsement Application with 6 AI Agents

Conclusion

You’ve combined the best of both worlds: the flexibility of an open-source Form Filling AI copilot and the deep domain expertise of TorlyAI. Now your React app can:

• Auto-complete and submit forms.
• Evaluate visa readiness with bespoke insights.
• Provide continuous, 24/7 support with quick turnaround.

Ready to see it in action?

Form Filling AI Copilot: AI-Powered UK Innovator Visa Application Assistant