Jarvis
Demov0.1 · 2026

On-prem speech & language AI,
answering in your own voice.

A private-cloud intelligence layer for speech, translation and reasoning — built on Whisper, NLLB-200 and Qwen 2.5. No data leaves your network.

Endpoint online
whisper · ollama
Live STT
100+ langs
Translation
200+ pairs
LLM Chat
Qwen 32B
Deployment
On-prem
Private cluster~120ms avg
Demos5 capabilities · live

Try it now.

Every card below calls the same private endpoint you'd deploy for a client. Speak, type, upload — it runs on-prem.

01 · Live

Speak — we listen, translate, and read back

Chunks of 3.5s stream to Whisper, then through NLLB, live as you talk.

Standby
Source

Your live transcript will appear here.

TargetEnglish

Live translation will appear here.

Tip: chunks of ~3.5 seconds are streamed to Whisper as you speak. Longer phrases get cleaner transcription than single words.

02 · Dialogue

Conversational AI

Streaming from Qwen 2.5 Coder 32B. Reason, summarise, draft — nothing leaves your network.

Hi — I'm your on-prem assistant (Qwen 2.5 Coder 32B). Ask me anything, from summarising a meeting to writing code or reasoning through a business problem.

03 · Transcription

Speech to text

Whisper large-v3-turbo. 100+ languages, auto detection, word-level timing.

Record your voice or upload a file — up to 50 MB or 10 min.
04 · Audio → English

Audio translation

Spoken Urdu, Arabic, Hindi, Chinese — translated directly to English. Whisper large-v3.

Record non-English speech or upload a file — up to 50 MB or 10 min.
05 · Text translation

Text to text

NLLB-200 across 24 languages — instant translation between any pair.

101 / 3000
Translation will appear here…
Applications22+ industries · multilingual

Where it fits.

It isn't only ad-tracking. The same on-prem stack works wherever voice, language and compliance meet — any team with calls, audio, documents or customers that speak more than one language.

Media & Broadcasting

Radio, TV and podcast monitoring at scale.

  • 01Ad-break detection & brand tracking
  • 02Live captioning and SRT generation
  • 03Programme archive search
  • 04Cross-channel content matching

Banking & Finance

Compliance-grade audio, Urdu / Arabic / English.

  • 01Call-centre QA & script adherence
  • 02Regulatory call transcripts
  • 03Fraud-pattern detection from voice
  • 04Multilingual onboarding & KYC

Healthcare & Telemedicine

Doctor-patient privacy, kept on-premise.

  • 01Consultation note dictation
  • 02Patient intake in native language
  • 03Emergency-line triage routing
  • 04Report translation across languages

Government & Public Sector

Hansard-quality records, under your control.

  • 01Parliament & assembly transcripts
  • 02311 / public-service hotlines
  • 03Citizen document digitisation
  • 04Cross-dialect case records

Legal & Compliance

Depositions, contracts, evidence — searchable.

  • 01Deposition & hearing transcripts
  • 02Multilingual contract review
  • 03Evidence audio analysis
  • 04Case-law research with LLM

Customer Service & BPO

Real-time assist for every agent.

  • 01Live agent suggestions
  • 02Call-level QA scoring
  • 03Auto post-call summaries
  • 04Urdu ↔ English code-switching

Education & EdTech

Lectures that caption and translate themselves.

  • 01Auto-captioned lectures
  • 02Multilingual AI tutors
  • 03Student note generation
  • 04Research paper translation

Insurance

From first-notice-of-loss to settlement.

  • 01Claim-call transcription
  • 02Fraud signal detection
  • 03Policy document translation
  • 04Voice-first claim intake

Telecom & Networks

NOC, sales and IVR — in every dialect.

  • 01Outage call logs
  • 02Multilingual IVR flows
  • 03Churn prediction from calls
  • 04Sales QA and coaching

Logistics & Field Ops

Voice-first ops for drivers and dispatch.

  • 01Driver voice reports
  • 02Dispatch transcripts
  • 03Cargo documentation translation
  • 04Route-planning chatbots

Hospitality & Tourism

Arabic / Urdu concierge, always on.

  • 01AI concierge & front desk
  • 02Reservation-call transcripts
  • 03Tour-audio translation
  • 04Menu & collateral localisation

Journalism & News

Breaking-news pipeline, in your language.

  • 01Press-conference live captions
  • 02Quote translation & verification
  • 03Interview archive search
  • 04Cross-channel breaking-news alerts
Also relevant forask us about your vertical — we've probably prototyped it.
  • Retail
  • E-commerce
  • Real Estate
  • HR & Recruitment
  • Agriculture
  • Defence & Intel
  • Religious Scholarship
  • NGO & Humanitarian
  • Research & Academia
  • Content Creators

If your workflow involves calls, interviews, documents or customers speaking more than one language — Jarvis already fits.

Roadmap2026

Coming next.

The capabilities rolling onto the same private endpoint over the next three quarters. Near-term work ships incrementally; enterprise and custom items ship on request.

Q2 2026Q3 2026Q4 2026On Request
F.01Q2 2026

AI Capabilities

Voice, emotion, and real-time listening.

  • 01
    Voice Cloning & TTS
    Natural Urdu / Arabic / English voices for ads, IVR and automation.
  • 02
    Streaming Transcription
    WebSocket API — live captions as audio plays.
  • 03
    Speaker Diarization
    Tag who spoke when across multi-speaker audio.
  • 04
    Emotion & Sentiment
    Anger, excitement, tone — detected in-flight.
  • 05
    Music Separation
    Isolate voice from music for cleaner transcription.
F.02Q3 2026

Vision & Media

See the channel, parse the document.

  • 01
    Video Summarization
    Auto-summaries and key moments from any video.
  • 02
    Subtitle Generation
    SRT / VTT output from any audio or video.
  • 03
    Document AI
    Parse Urdu / Arabic / English invoices, contracts, newspapers.
  • 04
    Logo & Brand Recognition
    Identify brands from frames or stills.
  • 05
    Live Frame Analysis
    On-screen text and brand detection from TV streams.
F.03Q3 2026

Intelligence & Analytics

From stream to signal.

  • 01
    Predictive Ad Scheduling
    Forecast when brands will run ads from historical patterns.
  • 02
    Trending Topic Detection
    Spot topics spiking across channels in real time.
  • 03
    Event Detection & Alerts
    Notify when breaking news hits multiple channels.
  • 04
    Cross-Channel Matching
    Find the same content airing in multiple places.
  • 05
    Sentiment Dashboards
    Track public feeling on topics and brands over time.
F.04Q3 — Q4 2026

Agents & Automation

Rules that run without you.

  • 01
    Custom Agent Builder
    Drag-and-drop specialised agents — no code.
  • 02
    Workflow Automation
    When X happens, do Y — across your whole stack.
  • 03
    Multi-Agent Collaboration
    Agents working in concert on complex tasks.
  • 04
    Human-in-the-Loop
    Pause, approve and guide critical actions.
  • 05
    Scheduled AI Tasks
    Cron-style AI — daily summaries, on their own.
F.05Q2 2026

Developer Platform

Ship in sixty seconds.

  • 01
    SDKs
    Official Python, Node.js, Go and PHP libraries.
  • 02
    Webhooks
    Real-time event pushes into your apps.
  • 03
    Self-Service Portal
    Sign up, get a key, start building.
  • 04
    Sandbox & Free Tier
    Test everything before you pay.
  • 05
    Usage Analytics
    Real-time cost and performance visibility.
F.06On Request

Enterprise & Trust

Air-gapped, audited, branded.

  • 01
    On-Premise Package
    Docker Compose for fully air-gapped installs.
  • 02
    SSO & SAML
    Okta, Azure AD, Google Workspace.
  • 03
    Private Fine-Tuning
    Fine-tune Whisper or Qwen on your own data.
  • 04
    White-Label
    Rebrand chat UI and API as your own product.
  • 05
    Audit Logs & RBAC
    Every action logged; granular team permissions.
IntegrationsComing 2026

Where Jarvis will live

Native plugs into the tools your team already uses.

  • 01Slack
  • 02Microsoft Teams
  • 03WhatsApp Business
  • 04Zapier
  • 05n8n
  • 06Google Sheets
  • 07Chrome Extension
  • 08OBS Studio
  • 09iOS
  • 10Android

Dates are directional. The stack ships when it's ready — client feedback decides the sequence.