AI systems for real-world operations
We help you design, build, and deploy production ready AI systems that will change the world.
Why OneBonsai
Unlike teams that only advise or prototype, we build end-to-end systems that go into production.
End-to-end delivery
From GPU infrastructure and model optimization to fine-tuning, secure deployment, application integration, and user-facing experiences. We continuously update our solutions with the latest technologies to help you stay at the forefront of AI advancement.
Real operational context
Systems built for healthcare, defense, industry, HR, training, and public services, designed for real-world operational needs rather than generic demos.
On-prem & sovereign AI
Hybrid architectures that combine the best of both worlds, balancing security, cost efficiency, performance, and deployment flexibility.
Applied AI engineering
Expertise across computer vision, NLP, speech, VLMs, generative AI, multimodal AI, digital humans, robotics integration, simulation systems, and human-centered AI interfaces.
Strategy to production
We help companies identify where AI can automate processes across their existing systems. We assess the right tools, outline implementation options and expected costs, and advise or build the path forward.
Multi-platform deployment
Cloud-native deployments on Azure, AWS, and GCP, as well as NVIDIA AI Enterprise and NIM-based deployments optimized for performance and scale.
Custom AI development
We design and implement AI systems tailored to real operational contexts, not just generic demos.
Intelligent digital assistants
We build AI-powered conversational agents that connect to your company knowledge, systems, and workflows. These assistants go beyond simple chatbots, as they can understand context, support multiple languages with natural voice and lip-sync, and can be deployed as life-sized digital avatars on kiosks, screens, or web interfaces.
Knowledge Connected
Linked to your internal knowledge bases and databases
Context Aware
Natural language understanding with full context awareness
Multilingual Voice
Real-time multi-language support with voice and lip-sync
Omni-Deployable
Deploy as avatars, kiosks, screens, or embedded assistants
Multimodal Vision-Agent AI
Our Vision AI platform goes beyond classic computer vision. It combines real-time perception with contextual reasoning, risk verification, and agentic workflows. This way it turns raw video into actionable operational intelligence. Instead of just detecting objects, the system understands whether an event matters, how urgent it is, and what should happen next.
Knowledge Connected
Linked to your internal knowledge bases and database
Context Sensitive
Understands situations and context, not only object recognition
Flexible
The same model can be used to detect multiple different situations
Omni-Deployable
The model can be minified to fit on edge devices
Document processing and structured extraction
We build systems that automatically read, classify, and extract structured data from unstructured documents such as invoices, contracts, medical records, reports, forms, and more. Instead of manual data entry, AI identifies relevant fields, validates content, and outputs clean structured data ready for downstream systems.
Auto-Classification
Automatically classify invoices, contracts, forms, and reports
Layout Understanding
Parse tables, headers, and complex multi-column layouts
Validated Extraction
Confidence scoring and validation on every extracted field
System Integration
Outputs structured data ready for ERP, CRM, and workflows
Voice and conversational systems
We develop live, accurate natural language processing systems that handle speech recognition, transcription, and conversational AI in multiple languages. These systems can run locally for low-latency and data-sovereignty requirements, so no cloud dependency required.
Real-Time STT & TTS
Live speech-to-text and text-to-speech with low latency
Multilingual
Multi-language support with local dialect handling
On-Prem Ready
On-device and on-prem deployment for security and speed
Conversational AI
Context tracking across turns with telephony integration
Real-Time Speech-to-Text-to-Speech Translation
AI infrastructure and deployment
From on-prem GPU clusters to cloud deployment and air-gapped sovereign AI: we build the infrastructure your AI needs to run in production.
On-Prem GPU Clusters
NVIDIA H100/A100 cluster design, networking, and optimisation
Hybrid Architectures
Distribute workloads across on-prem, edge, and cloud
Cloud Deployment
Azure, AWS, GCP — GPU instances, auto-scaling, FinOps
NVIDIA AI Enterprise
NIM, TensorRT-LLM, Triton, and enterprise-grade inference
Performance Optimisation
Quantisation, throughput tuning, latency benchmarking
Sovereign & Air-Gapped AI
Fully offline deployments for defence, government, and healthcare
AI strategy and readiness
We help organizations identify where AI can create measurable value. This includes readiness assessments, workflow analysis, data evaluation, use-case prioritization, and practical adoption roadmaps.
