In Development v2 Coming Soon Panda Tech Bytes

ARIA
An AI Agent Built to
Work for Your Business

ARIA is an intelligent AI assistant that understands what your visitors are asking, finds the right answer from your data, and responds in natural language. No scripts. No decision trees. Just a genuine conversation.

We have built and tested a working v1 prototype. Version 2 is currently in development and will be available for businesses to deploy on their own websites and platforms.

The Idea

What ARIA Does

Most business chatbots are just scripted FAQ lookups. ARIA is different. It reasons about what the visitor actually needs and acts accordingly.

Answers from Your Data

Connect ARIA to your knowledge base, product catalogue, or documentation. Visitors get accurate answers drawn directly from your content, not hallucinated responses.

Alerts You When It Matters

When a visitor shows buying intent, asks about pricing, or wants to speak to someone, ARIA silently notifies your team in real time so no opportunity is missed.

Embeds Into Any Website

A small code snippet is all it takes. ARIA drops into your existing site without requiring a platform change, new infrastructure, or a development team.

Handles Support, Sales, and HR

Whether it is answering customer questions, qualifying inbound leads, or letting employees query internal policies, ARIA adapts to the use case you need.

Affordable to Run

ARIA is built to be cost-efficient by design. Businesses should not need an enterprise budget to give their visitors an intelligent, responsive experience.

Secure by Default

Security is not something we add later. Every request is authenticated, rate-limited, and sanitized before a single word is processed or returned.

Proof of Concept

v1 Prototype: Working Today

Before building v2 for businesses, we built and tested a working version of ARIA on a real website. Here is what it proved.

1

The agent architecture works

v1 proved that an AI agent can receive a visitor message, decide which tool to use, fetch the right data, and return a precise answer without any scripted routing. The reasoning loop works reliably.

2

Real-time intent detection works

When a visitor shows a specific intent, ARIA detects it mid-conversation and fires a silent alert to the site owner without interrupting the visitor. Tested and confirmed in live conditions.

3

Multi-model fallback works

When the primary AI model is unavailable, ARIA automatically switches to a backup without any downtime or manual intervention. Availability is built into the architecture, not patched on top.

4

The security model is solid

Every request in v1 passes through authentication, origin validation, signed nonces, and rate limiting before anything is processed. No shortcuts were taken on security to ship faster.

Where v1 runs

The v1 prototype is live on ashwinnitnaware.com, the personal portfolio of ARIA's creator. The knowledge base is specific to that site. The underlying engine is what v2 will adapt for any business context.

What v1 is not

v1 is not a product you can buy or deploy today. It is a working prototype built to validate the approach before committing to a full product build. v2 is what turns this into something deployable for your business.

See the live prototype ↗
What's Coming

ARIA v2: In Development

v2 takes everything proved by the prototype and turns it into a product that any business can set up and run on their own site.

v2

Connect to Your Own Data

Upload your product catalogue, FAQ, documentation, or policies. ARIA learns your content and answers questions from it accurately.

v2

Simple Setup, No Code Required

Add one embed snippet to your site. Configure your knowledge base and alert preferences through a straightforward dashboard. Done.

v2

Customisable Intent Alerts

Define the signals that matter to your business. ARIA watches for them in every conversation and notifies your team the moment they appear.

v2

Works for Multiple Industries

E-commerce, professional services, SaaS, hospitality, healthcare. If you have structured information and website visitors, ARIA can work for you.

v2

Live Conversation Dashboard

See what visitors are asking, which questions ARIA could not answer, and where your content has gaps. Continuous improvement built in.

v2

Human Handoff When Needed

When a question goes beyond what ARIA can handle, it routes the visitor to the right person or channel without leaving them stranded.

v2 is currently in active development. The list above reflects what we are building toward, not features available today. Join the waitlist to get notified at launch and to share what your business actually needs.

Early Access

Be the First to Know
When ARIA Launches

Leave your email and we will notify you the moment ARIA v2 is ready. Early members get first access and input into what gets built.

No spam. Just one email when ARIA launches.

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