Solving your system and user challenges

Productivity

Enhance user interaction with your system and its applications through Form2Agent AI. Our solution ensures that form-filling, content management, and the searching and filtering of datasets can occur seamlessly.

Hands-free operation

Provide your users with a hands-free experience using simple voice input. Form2Agent AI offers live transcription and text-to-speech features that allow interaction under any conditions in a human-like manner.

Flexible input options

Support text, audio, and file inputs, ensuring flexibility and accessibility for all user needs, including those with different requirements.

Seamless AI integration

Easily integrate our AI tool into your existing technology stack. Our easy-to-use toolset makes the integration process smooth and efficient.

Form2Agent AI is developed to support the microservice architecture, which completely nullifies issues regarding chosen technological stack. All it requires for integration is REST API handling.

Form2Agent AI for iOS

Form2Agent AI integrates seamlessly into your iOS application via WebView. Use iOS Shortcuts and Siri to launch specific Form2Agent AI workflows with your voice, enabling a hands-free approach. Simplify complex tasks with ease and precision, all within your mobile ecosystem.

An enhanced customer experience

UX Enhancement & standardization

Form2Agent AI is an intuitive and easy-to-use tool designed by UX specialists. It creates an impression of modern and high-standard design for your application.

Expand global reach

Form2Agent AI enables interaction between users and the systems to remove the language barrier. Communication can now happen in any language.

Make interactions meaningful

Deliver context-aware replies that improve accuracy to user queries with intelligent responses and assistance. Allows configuration & adaptation for any business or technical use case with minimal effort.

Automated form-filling

Streamline your submission process with client-side scripts that auto-fill forms based on AI responses, reducing manual entry.

Automated content management

Manage the application’s content using any of Form2Agent’s features

Automated dataset filtering

Browse through the large datasets seamlessly, hands-free using Form2Agent’s widget.

Open sourcing Form2Agent AI

Form2Agent AI is now open-source, with core technologies and frameworks available to the public.

View on GitHub

Technical overview

Form2Agent AI is a unique microservice designed to simplify multiple processes, use cases and workflows. This microservice employs the LLM’s API to return a JSON form with suitable values, all by wrapping the user's prompt and sending it to the LLM’s API, alongside the JSON model of the use-case and its context.

Container diagram for Form2Agent AI in context of your system

Tech stack independence

This microservice architecture is built to support any tech stack. This means that it can be integrated into your existing ecosystem, regardless of the technology stack used. The independence of the microservice ensures that it does not interfere with other services, providing a high degree of compatibility.

Easy integration

The design of our product prioritizes ease of integration. It can be seamlessly incorporated into your existing system with minimal changes needed. This reduces the time and effort required to get it up and running.

Generic usage

The service is designed to seamlessly handle any form or content. All it takes is providing a JSON serialized model skeleton and optionally its context. Form2Agent AI can support all kinds of inputs, including multi selects, radio groups or multiple checkboxes.

Dynamic context

The tool supports the filling dynamically. It can serve flows, multi-steps forms, optional fields or conditional ones.

Dedicated infrastructure

Form2Agent AI can be hosted on your own infrastructure, providing a more tailored approach to the product as well as an additional security layer. Form2Agent AI is a flexible solution that can be introduced into existing cloud infrastructure or on-premise one.

Our product not only introduces AI-powered efficiency into your business but also brings along the multiple architectural benefits of a microservice. It is designed to fit easily into your existing ecosystem and supports any tech stack.

How it works

 graphical representation of for Form2Agent works

Rest API call to Form2Agent AI

Your application can make a REST API call to Form2Agent AI using our components. The request consists of:

  • Prompt - user input in natural language
  • Data - a structure and its current values (e.g. a form)
  • Context - optional, a structure that mimics "Data" with additional context in natural language

HTTP call to LLM API

Form2Agent AI then wraps the request and sends that over to the LLM API that transforms user’s input into values that are populating the data model. After processing the response is returned to the Form2Agent AI.

Structured change return

After completion, Form2Agent AI parses the response, returning incremented results in the data form with natural language response from the LLM that carries on and guides users further through the workflow.

Security and compliance

The security of the data is one of the most important aspects of software, Form2Agent AI is designed to meet multiple security standards and practices. We provide secure transfer and storage of your data on multiple layers.

Data encryption

All data transmitted between the client and server is encrypted using HTTPS/TLS to prevent eavesdropping and man-in-the-middle attacks.

Compliance

Adherence to industry standards and regulations such as GDPR, HIPAA to ensure data protection and privacy.

Secure integrations

Ensuring that all third-party integrations are secure and comply with the same security standards as the core application. Secure communication with HTTPS. Not storing any API keys in our source code.

Security patches

Regular updates and patches to the software to protect against known vulnerabilities. All of the external dependencies are coming from package managers which helps streamline the process of updates.

Anti Cross-Site Request Forgery tokens and support for Cross-origin resource sharing as integration mechanism.

Authentication & authorization tailored to Your own system.

Requests limit and throttling to prevent DDoS.

Your data is NOT used for LLM’s training purposes.

Hosting

Form2Agent AI is created with a microservice architecture convention. Therefore, it is a completely separate service that can be hosted fully independently. It is available for hosting in both cloud and on-premise cases.

Cloud hosting

For cloud hosting there are created and tested terraform scripts that can be run on AWS or Azure cloud environments, which simplifies the process.

On-premise

Should the ecosystem be using an on-premise approach, the From2Agent AI team can prepare tailored hosting plans to support any restriction or hosting plan.

See Form2Agent AI in action

Discover how easy it is to integrate AI into your web applications and the benefits it’ll bring to your users.

Implementation process

There are three core steps in the implementation process. Even though Form2Agent AI is a service, it is a tailored solution to support business-specific use cases. Therefore, several steps are required to support your current system in the most accurate way. The steps are:

Form2Agent API configuration - requires .NET code changes

Form2Agent API configuration - requires .NET code changes

Adjust to authentication & authorization system

Adjust LLM api key

Adjust context to business needs

Host the Form2Agent AI - depending on the infrastructure type (cloud/on-premise)

Determine the approach to hosting Form2Agent AI and its database

Deploy the solution

Frontend Application adjustments - depending on the application type

Implement integration mechanism

Create contexts for desired application pieces

Append prepared module with the chat UI components, speech recognition and text to speech scripts

Create the REST API call to Form2Agent AI to initialize the communication module with application context

Frequently asked questions

How does the tool integrate with existing systems and technologies?

Form2Agent AI is designed for seamless integration with any tech stack through REST API handling. Its microservice architecture ensures independence, compatibility and minimal disruption to your existing systems, making the integration process quick and easy.

What security measures are in place to protect data?

Form2Agent AI is designed to meet multiple security standards and practices, providing secure transfer and storage of your data on multiple layers. Our security measures include encrypted data transmission via HTTPS/TLS and compliance with GDPR and HIPAA standards. Regular updates and security patches, anti-CSRF tokens, and request throttling guard against vulnerabilities and attacks. Additionally, API keys are never stored, and your data is not used for LLM training purposes.

How customizable is the tool to fit specific business needs?

Form2Agent AI is designed to adapt to your unique requirements. It integrates directly into your system, automating tasks such as form filling and content management with text, voice, and file inputs. It manages application content by enabling updates through simple commands and facilitates searching and filtering of large datasets via intuitive chat interactions. Contact us to explore how Form2Agent AI can optimize your operations.

How long does it take to get up and running?

Getting Form2Agent AI up and running involves three steps: configuring the API, hosting the solution, and adjusting the frontend application. The total time depends on your specific infrastructure and business needs, but we aim to ensure a smooth and efficient setup process.

How can I incorporate the Form2Agent AI into my project?

We're developing a Web toolset. Contact us at info@freeportmetrics.com for assistance, and we'll help you integrate it smoothly.

Ready to add a friendly AI agent to your web application?

Let's chat! Contact us, and we'll craft a personalized proposal just for you.

Contact us

Thank you!
We will get back to you soon!
Oops! Something went wrong while submitting the form.
By clicking “Accept”, you agree to the storing of cookies on your device to enhance site navigation, analyze site usage, and assist in our marketing efforts. View our Privacy Policy for more information.