Agents that talk to your customers, see what they show,
and get the work done.
cracked screen · 94%◉ Sees“My new phone arrived cracked.”
I can see it. A replacement is on its way.
Refund approvedRefund agent
See the agents at work
Every Vanira agent
Our philosophy
When two people sort something out, words are only one part of it. They talk, point, hold things up, and act, all at the same time. Here is thirty seconds of one such conversation.
Text-only AI keeps one of these tracks. Vanira agents work with all three.
01
People interrupt, pause, and think out loud. The agent keeps up in live voice, with natural turn-taking.
02
The camera, the screen, and the document are part of the conversation, not a separate upload step.
03
The agent does the work inside your product while the person watches, corrects, and stays in control.
Video refund verification agent
The customer shows the damage on camera while they explain what happened. The agent checks it, matches the order, and approves the refund or replacement before the call ends.
Customer cameraCustomer
My speaker arrived with a crack down the side.
Vanira agent
Sorry about that. Could you hold it up to the camera?
Customer
Here, see the crack?
Vanira agent
I can see it, and the box is crushed too. Your order #4821 is covered.
Vanira agent
A new one ships tomorrow. I’ve sent the details on WhatsApp.
Onboarding verification agent
The agent talks the customer through it: show your ID, look at the camera, done. The document check, liveness, and face match happen during the call, with a full audit trail.
Customer cameraVanira agent
Hi! I’ll verify your account. Could you hold your ID card up to the camera?
Customer
Sure, here it is.
Vanira agent
Thanks. Now look at the camera and blink once.
Vanira agent
All done, you’re verified. Your account is active.
Under the hood
Vanira agents talk and listen in 99+ languages, including Hindi, Telugu, Tamil and Kannada, and switch mid-call when the customer does.
Replies start in under 500 ms, so people can pause, cut in and talk naturally, like a normal phone call.
Widget embed, React web SDK, React Native, or headless — one runtime for voice, vision, and agent-driven UI. Wire your tools, use built-in presets, and ship without a rebuild.
One script tag — full voice UI with presets. No npm install.
Drop-in React voice pill with preset UI and custom tool hooks.
Full control over call UI with PresetRenderer for agent-driven modals.
iOS & Android voice + native preset modals (upload, camera, calendar).
Agent triggers your UI — forms, uploads, navigation, or custom logic.
Developer stories
The sub-500ms latency is real. Building a Voice-First Operator with this SDK felt like playing with the future. The state synchronization is flawless.
Arjun K.
CTO @ AI Automation Lab
Finally, an SDK that gives me direct DOM manipulation. We built a voice-guided autonomous checkout in hours, not weeks. The Jarvis Engine is a game-changer.
Sarah L.
Lead Frontend Engineer
The Multi-Agent architecture is the cleanest I've seen. Orchestrating a specialized support workforce with shared context was surprisingly intuitive.
Michael T.
Senior AI Architect
Moving beyond command-and-response. Agentic UI blends spoken intent with live visual presets — swapping calendars, forms, cameras, DOM actions, and uploads mid-call without breaking conversation flow.
Speaking coordinates changes on the interface instantly. Manual UI interactions alter the agent's conversational goals in real time.
Humans can interrupt mid-sentence by talking or clicking — new input merges into the active state graph without resetting context.
Transient confirmation cards for sensitive actions let the human securely verify and guide agent operations.
Form, Calendar, Navigate, Highlight, Search, Click, Upload, Camera — drop in with one tool call. Fully customisable or bring your own preset.
Launch a real-time camera feed mid-call. Your agent sees what the user sees for live damage assessments and hardware troubleshooting.
Securely receive KYC identity documents, receipts, and photos instantly without dropping the voice conversation.
Media bytes travel over the WebRTC data channel — never from the client to external URLs. Vanira ingests in-session before any downstream routing.
This is not a webhook checkbox. Vanira is the multimodal orchestration runtime — one live call, one secure ingest pipe, and a dashboard where every upload type routes to the right brain: frontier vision LLMs, Vanira custom-trained and industry fine-tuned models, customer YOLO endpoints, or your own APIs — with results fed back into the conversation in real time.
End-to-end pipeline
Camera, upload preset, or live frame loop — all over WebRTC media-bytes.
Vanira assembles frames server-side. No client POST to third-party URLs.
kyc_photo, live_detection, * — each reason maps to a media handler.
Vision LLM, Vanira fine-tuned models, YOLO, Roboflow, Hugging Face, or custom webhooks.
Detections and OCR land back in the agent context. Agent speaks immediately.
Why it matters
Each preset sends a reason tag — kyc_photo, live_detection, invoice_scan. Match handlers per agent without redeploying client code.
Route to Vanira proprietary & fine-tuned industry models, YOLO presets, or your webhook with custom auth headers. Vanira POSTs server-side after ingest.
OCR, bounding boxes, and model output inject as system or user context — with optional agent interrupt mid-sentence.
Route to any vision backend
Configure in Agent → Media. Uploads always ingress over WebRTC; routing and webhooks execute on Vanira infrastructure.
One SDK for Vanira Resolve (returns) and Vanira VISTA (authentication) — web embed, mobile, and commerce plugins.
Proprietary communication protocols engineered for human-grade conversation loops without perceptible delay.
Route live camera frames to vision models, webhooks, and in-app actions — one runtime for returns, KYC, and extensions.
Eyes and hands on the web. Direct DOM manipulation, autonomous navigations, and real-time form execution powered by the Voice SDK.
Stateful Media Streams. Full-duplex WebRTC connections ensuring rock-solid stability and zero-jitter voice data transmission.
Deep Traces & Debugging. Real-time visibility into LLM chains, STT confidence scores, and action execution logs.
Absolute Extensibility. Inject custom LLMs, proprietary STT models, or unique voice synthesis pipelines into your operator.
Self-Correcting Browser Logic. Agents capable of reasoning through multi-step processes and recovering from UI errors autonomously.
Autonomous form fills, navigations, and real-time state manipulation. The SDK bridges the gap between voice and browser UI for a true multi-modal experience.
Fine-tuned for Bharat. 11+ regional dialects with state-of-the-art phonetic accuracy for localized operator sessions.
Live damage inspect, fraud check, and approve/deny inside the storefront session.
Liveness, document match, and pass/fail verdict — no app switching.
Script tag or theme block — same agent on WooCommerce and custom React apps.
Mobile commerce and banking flows with native camera, forms, and navigate presets.
Build returns and KYC agents that see live — camera, uploads, and documents inside the same WebRTC call. One SDK line to capture; Vanira routes frames and completes in-app.
import { VaniraClient } from '@vanira/sdk';
const client = new VaniraClient({
agentId: 'ag_returns_kyc',
callId: session.call_id,
serverUrl: session.worker_url
});
// User uploads damage photo or ID mid-call
client.on('connected', async () => {
await client.uploadMedia(damagePhoto, 'image', 'Inspect for refund approval');
console.log("Agent inspects live and triggers refund or KYC pass/fail");
});
await client.start();Vanira doesn't live in a silo. It integrates natively with the tools your team uses every single day.
Orchestrate multi-agent workflows with the world's most capable models.
Human-grade TTS and ultra-low latency STT for natural conversations.
Automate data entry and lead management across your entire sales stack.
Direct-to-calendar bookings on autopilot with full availability sync.
Live damage inspection and refund decisions with Resolve; identity verification with VISTA — embedded on web, mobile, and Shopify via one multimodal runtime.
Deliver instant resolution on replacement requests, product return status, and damage policy queries with real-time API integrations.
Visual Session Technology for Authentication — verification, biometric consent, and document confirmation inside WebRTC streams.
Qualify inbound leads, run appointment callbacks, and transfer high-intent clients to human agents with full historical transcripts.
Resolve technical diagnostics and account queries with empathetic voice responses, active listening, and instant tool actions.