Everything you need to design, build, and run a system.
Engagements are scoped to the problem, not squeezed into a fixed package. Below is the full range of what we do — pick one, or combine a few.
Smart Call Center & Turn Management
A voice AI engine capable of real-time turn-taking perception, contextual data collection, and human-like conversational responsiveness — built to run a call center, not just answer a phone.
- Real-time voice turn-taking perception
- 24/7 automated call handling
- Contextual data collection during calls
- Human-like conversational responsiveness
Live & Synthetic Video Generation
Real-time conversational synthetic avatars using real or generated faces, with end-to-end video synthesis that synchronizes speech, facial animation, and audio into one coherent output.
- Real-time conversational synthetic avatars
- Real or fully generated faces
- Speech-synced facial animation
- End-to-end audio/video synthesis
AI Examination, Analytics & Academic Coaching
Visual question generation, automated assessment analytics, psychology-informed evaluation models, and personalized academic coaching mechanisms for schools and training platforms.
- Automated visual question generation
- Assessment analytics & scoring
- Psychology-informed evaluation models
- Personalized academic coaching
Advanced RAG & Domain Expert Agents
Autonomous domain-expert agents that use dynamic multi-source synchronization, document grounding, and real-time web search to answer questions with evidence, not guesses.
- Autonomous domain-expert agents
- Multi-source data synchronization
- Document grounding for accuracy
- Real-time web search integration
Video Intelligence, Podcasts & Presentations
Long-form video processing that extracts structured documentation, automated presentation slide generation from text, and end-to-end podcast creation from a single source.
- Long-form video-to-document extraction
- Automated presentation generation
- Text-to-podcast production
- Structured content from raw media
Prompt-to-Production & Web Engineering
Infrastructure for rapidly transforming natural-language prompts into working software applications, alongside modern, scalable web architectures built to carry real traffic.
- Natural language to working software
- Rapid prototype-to-production pipelines
- Modern, scalable web architectures
- Full-stack engineering support
Autonomous Security & Vulnerability Remediation
An AI agent pipeline that audits source code and architectural security flaws, then automatically generates and applies code patches to remediate what it finds.
- Automated source code security audits
- Architectural flaw detection
- AI-generated patch code
- Continuous vulnerability remediation
Translation, Speech & Summarization
Multilingual neural translation pipelines, context-aware document summarization, high-quality text-to-speech audio synthesis, and promotional video clip creation.
- Multilingual neural translation
- Context-aware document summarization
- High-quality TTS audio synthesis
- Promotional clip generation
Three engagement models.
However the work starts, the handoff is the same: documentation, monitoring, and a team that can run without us.
Project-based
A defined scope, timeline, and fixed set of deliverables — for a specific build, migration, or launch.
Best for: a new product, a rebuild, or a clear one-off system.
Embedded team
Our engineers work inside your team and tools as an extension of it, for as long as the roadmap needs.
Best for: scaling delivery without a slow internal hiring cycle.
Fractional & retainer
Ongoing technical leadership — architecture reviews, hiring input, and hands-on help by the month.
Best for: teams that need senior judgment, not full-time headcount.
Not sure which model fits?
Send us a short description of the system and the outcome you need. We'll tell you honestly which model — or combination — makes sense.