01
Brief & constraints
Workload profile, latency / power envelope, regulatory context, and target hardware. We refuse vague RFPs — we invent the measurement plan first.
System Online: Core Engaged
Bridging Research
& Reality.
Pioneering the synthesis of spatial computing, autonomous AI workflows, and advanced hardware engineering. We build the architecture for tomorrow's complex ecosystems.
One lab across the stack.
Most vendors stop at software consulting or stop at a hardware demo. Traspire is built for the gap between them: display and optics R&D, heterogeneous acceleration engineering, a proprietary surveillance product, and the ML + annotation + systems work required to ship all of it in production environments.
We take scoped engagements with OEMs, security operators, industrial teams, and product organizations that need measurable performance — not slideware. Engagements start with a technical brief, a constraint set, and a clear deliverable: prototype, benchmark report, deployed pipeline, or production platform.
Services · Architecture
Architecture
Optics, silicon, and systems that leave the lab.
Displays & holography
Spatial R&D
Glasses-free stereo and real-time computer-generated holography for medical, automotive, and industrial workstations.
Compute & graphics
Laboratory
Heterogeneous benchmarking, deep profiling, and SoC / GPU trade-off analysis for edge AI and cloud rendering.
Firmware & platforms
Consulting
Firmware and systems programming, full-stack enterprise platforms, and technical architecture audits.
Services · Intelligence
Intelligence
Perception, models, and labelled data in production.
CNN + VLM platform
Surveillance
Proprietary hybrid CNN + VLM platform for real-time risk prevention and contextual scene understanding.
Models & MLOps
AI-ML
Full-lifecycle machine learning — architecture, training, optimization, MLOps, and production deployment.
Training data
Annotation
Expert-labelled image, video, audio, and text datasets with domain protocols and multi-pass QC.
How we engage.
02
Prototype or instrument
Optical breadboard, SoC bake-off, edge model, or pipeline instrumentation. Early artifacts are meant to kill bad paths fast.
03
Harden & handoff
Production packaging, MLOps, firmware, or operator tooling — with documentation your team can own after the engagement.
Where the work lands.
- ▸Medical imaging & surgical visualization
- ▸Automotive cockpits & HMI
- ▸Industrial design / CAD workstations
- ▸Critical infrastructure & facilities security
- ▸OEM / SoC selection for edge AI
- ▸Enterprise computer vision & automation