Bring AI Video Generation
Inside Your Infrastructure
Deploy TalkOver on your own servers, in a private cloud, or inside an isolated enterprise network. Create multilingual presentations, digital presenters, training content, and automated media workflows while keeping documents, voices, models, and generated media under your organization's control.
Operate without external AI services and integrate TalkOver into your existing applications through the Developer API. Designed for EdTech, corporate training, universities, regulated industries, internal communications, customer education, and enterprise knowledge delivery.
Your AI, Your Infrastructure
Keep sensitive presentations, internal documentation, and training materials entirely inside your organization. TalkOver runs in your own datacenter or private cloud, giving your team complete control over data, infrastructure, and compliance.
Data Sovereignty
Documents never leave your network.
AI Independence
No dependency on external SaaS providers.
Infrastructure Control
You manage GPU, scaling, and updates.
Why Enterprise Teams Choose TalkOver
A complete AI video generation runtime designed for enterprise deployment from day one.
Deploy Anywhere
Run on bare-metal servers, virtual machines, or private cloud infrastructure. Your hardware, your rules.
Offline Ready
No internet connection required after deployment. Perfect for air-gapped environments and secure facilities. Updates arrive via a client-initiated VPN tunnel you control.
Lightweight GPU Runtime
Runs the complete AI avatar pipeline in approximately 12 GB of VRAM — a consumer-grade GPU (~$400) or a cheap vGPU slice is enough. One-time hardware cost, unlimited offline generation. No datacenter H100 required.
Private AI
Documents, voices, and media never leave your infrastructure. No data is sent to external clouds or third-party APIs. The client owns all egress with default-deny outbound.
SDK Integration
The box ships with a developer SDK — your integration surface. No editor, no UI in the box. Your content flows from your application to the runtime and never touches us. Connect TalkOver to your existing products and pipelines.
Enterprise Security
Operates behind your firewall with your authentication and access policies. All images are signed and verified at runtime with an SBOM. Client-initiated VPN for updates — we never initiate contact.
Built for Integration
Integrate AI video generation into your existing enterprise applications. REST APIs connect TalkOver to the systems your team already uses.
SDK, Not UI
The box ships as a pure runtime with a developer SDK — your integration surface. No editor, no UI in the box. Your content flows from your application to the runtime and never touches us.
A complete REST API for generating video, voice, and avatar content programmatically. Integrate AI video generation into your workflows, pipelines, and products.
- Box = API only. Your app calls the SDK, the SDK calls the runtime.
- Content never leaves your perimeter — it flows your-app to box, not through us.
- SDK is handed to the client unobfuscated — it is your integration tool, like any vendor SDK.
Deployment Options
Choose the deployment model that fits your security and infrastructure requirements.
On-Premise
Install inside your datacenter. Full control, full sovereignty, no external dependencies. Runs on your existing hardware with a single GPU.
Private Cloud
Run in your own cloud account and VPC. Managed vGPU slices with autoscaling. Data stays in your tenancy — you pay the cloud provider for compute, us for the license.
Turnkey Server
We ship a pre-installed physical server with the full stack, license-bound and burn-in tested. Plug it in, power it on, start generating. Zero setup.
Managed Pods
Use dedicated GPU pods managed by CortexBit. We handle the infrastructure and autoscaling, you get the API. Perfect for teams without GPU hardware.
Enterprise Security
Designed for organizations that cannot send sensitive content to external clouds. TalkOver keeps everything inside your perimeter — and gives you the tools to verify it.
Client-Initiated VPN
The box is offline by default. When you choose, you open a WireGuard tunnel to one known endpoint for updates, support, and avatar bundle delivery. We never initiate contact. You control when the door opens — and you can audit all traffic at your own firewall.
Tiered Security
Not every client needs bank-grade trust. Ship the entry tier first; heavier assurance attaches to higher tiers where it pays.
Standard
Startups, studios, e-commerce
- Signed images + SBOM
- Client-owned egress (default-deny)
- Offline by default
- License-bound to hardware
Enterprise
Regional corporates
- Everything in Standard, plus:
- Independent source audit under NDA
- Security certificate
- Tamper-evidence for shipped servers
Regulated
Banks, gov, healthcare, EU
- Everything in Enterprise, plus:
- Source escrow with third party
- Boot attestation
- EU AI Act compliance
Persona & Voice Catalog
The box ships with ready personas and voices. Address them by ID through the SDK — no setup required. Scale with custom avatars as your needs grow.
Stock Catalogue
A set of ready personas (faces) and voices bundled with the box. Address them by ID through the SDK — no setup required. Provenance is clean: our own consented actors.
Custom Personas
Order a digital twin of your speaker through the digitization wizard. Consent capture, face and voice recording, then delivered as a signed, encrypted bundle into your box.
Separately Licensed
The catalogue is a separate data package — add more stock or custom personas without touching the engine license. Scale your avatar library as your needs grow.
Client Cabinet
A SaaS control plane for your on-premise box. Manage licenses, view usage, and order custom avatars — all in one place.
The cabinet is not a runtime dependency. The box works fully offline even if the cabinet is down. Generation never calls it.
Need a simple online editor?
Create presentation videos from your MP4, PDF, slides, or images with a virtual commentator, subtitles, and voiceover in 10+ languages. Publish directly to media platforms.
Own your AI video infrastructure.
Not just your videos.
Talk to our team about deploying AI video generation inside your infrastructure. On-premise, private cloud, or managed pods.
Talk to our teamA CortexBit product · Hong Kong SAR