Case study
Scaling lip-sync localization for a global campaign
How we combined multiple dubbing paths and quality gates to ship localized video at volume without sacrificing mouth timing.
Practical AI for image, video, audio, 3D, and data — your tech partner from prototype to production.
Orchestration, cross-provider routing, and the infrastructure we run — global execution, no fluff. Start a direct conversation or explore the demo pages.
Products
Five capability centers — organized by digital data type, not by internal project names.
AI for images
AI image editing, enhancement, and generation for real-world visual workflows.
13+ AI Image Services
Explore →AI for video
Creation, translation, dubbing, and lip sync for production-ready localized video.
5 Lip sync methods
Explore →AI for Audio
Transcription, voice cloning, speech workflows, and voice automation with AI.
7+ STT Providers
Explore →AI for 3D
Immersive 3D worlds, virtual tours, and explorable experiences from prompts or images.
Gaussian Rendering
Explore →AI for data
Lead generation, contact intelligence, and scalable B2B data workflows.
~160k Contacts / hr
Explore →Case Studies
One scenario per pillar — from the same content source as product subdomains.
Global retail: unifying thousands of product shots across regions without an army of retouchers.
Marketing: one main spot → many languages with acceptable lip-sync for social media and paid ads.
Contact centers: call summary and routing; agent assistance with live suggestions.
Real estate market: navigable previews from incomplete photo sets.
Sales teams: cleaner territories and fewer unreturned emails.
Numbers and statistics
13+
AI Image Services
5
Lip sync methods
7+
STT Providers
6+
TTS Providers
30+
Languages
~160k
Contacts / hr
70+
Docker stacks
11+
GPU Environment
12
MCP Servers
Evidence — v1
Capabilities, metrics, examples, process, and founder credibility — no paid references yet.
Depth of capabilities
Five product lines by data type — not internal project names. From image and video pipelines to audio, 3D experiences, and B2B data workflows.
Metrics and Scaling
Public indicators (number of services, languages, throughput ranges) reflect real capabilities — not vanity metrics. We define scope honestly before scaling costs.
Examples and Demos
Mock demos and blog notes show our delivery thinking. Replaceable with product hooks when you're ready.
Process
Small pilots, clear acceptance criteria, then harden. You get direct access to people who build — not a slide factory.
Founder management
Senior execution, no fluff. References and logos can be added later — v1 is built on skills and process.
Blog
Case studies, technical notes, and founder's notes.
Technical
Why we route models instead of betting on a single vendor
Latency, cost and quality move. Our orchestration layer treats providers as interchangeable capabilities, not logos on a slide.
Founder
Founder note: shipping beats slides
We are a small, senior team. If you hire us, you get hands on keyboards — not layers of account managers.
Demo pages
Mock demos — interactive placeholders until product hooks are connected.
AI for images — Demo
Mock experience — static preview until product hooks are connected.
Try this demo →AI for video — Demo
Mock experience — static preview until product hooks are connected.
Try this demo →AI for Audio — Demo
Mock experience — static preview until product hooks are connected.
Try this demo →AI for 3D — Demo
Mock experience — static preview until product hooks are connected.
Try this demo →AI for data — Demo
Mock experience — static preview until product hooks are connected.
Try this demo →Tell us what you need
Short form — we reply personally. No spam.