Interactive AI Sandboxes & Engineering Calculators

Test live computer vision models, zero-cloud document parsers, and multimodal search engines directly in your browser—or model deployment ROI with our interactive calculators. Zero login required.

Explore 10 Live AI Sandboxes Jump to 6 ROI & Readiness Calculators
10 Live
Browser AI Sandboxes
6 Interactive
ROI & Readiness Calculators
Sub-50ms
Edge Vision Inference
Zero Login
Instant In-Browser Testing
Live Interactive Prototypes

Test Our AI & Vision Models in Your Browser

Every sandbox runs real inference on sample industrial streams, uploaded documents, or your local webcam—backed by full architecture specs.

Real-Time Edge Object Spotter YOLOv8 Demo
Edge Computer Vision Featured Live Sandbox
Runs instantly in browser · Webcam optional Launch Demo
01 Webcam & Live Stream

Real-Time Edge Object Spotter

Run local YOLOv8 frame classification directly from your browser webcam or pre-loaded industrial feeds. Activate Handheld Focus Mode to isolate and log holdable items overlapping the nearest operator while filtering out background clutter in real time.

YOLOv8 Edge Handheld Focus Mode WebRTC Webcam Stream
Launch Live Sandbox Specs & Architecture
Engineering Economics & Diagnostics

Interactive ROI Calculators & Readiness Tools

Build a defensible business case before writing code. Model plant OEE losses, computer vision payback periods, and LLM infrastructure TCO in under 3 minutes.

From Browser Sandbox to Plant Floor

How We Turn a Tech Lab Prototype Into Your Production System

Every demo in Tech Labs is built on modular inference pipelines and telemetry brokers that we calibrate to your cameras, documents, and ERPs.

01

48-Hour Sample Data Benchmark

Send us a 60-second RTSP camera clip, a batch of sample PDFs, or your PLC tag list. We run your data through our pipeline and return a quantified accuracy and latency report.

02

2–4 Week Functional PoC Sprint

We fine-tune model weights for your lighting, camera geometry, or document templates and deploy a working container on NVIDIA Jetson, Hailo-8, or your private cloud VPC.

03

Production Rollout & 100% IP Handover

We integrate alerts and structured outputs into your ERP/MES/WMS, set up automated drift monitoring, and hand over 100% of the source code and custom weights.

Technical FAQ

Tech Labs & PoC Questions

How our browser sandboxes work, how we protect your test data, and how we scope custom Proof-of-Concept sprints.

Want to test on your own footage or files?

Share a sample video clip or document set with our engineers for a complimentary 48-hour feasibility benchmark.

Book a Sample Benchmark Review
Every Tech Lab sandbox runs live inference against real computer vision, document OCR, or language models. You can test pre-loaded industrial and retail video streams immediately, upload your own sample documents in the Edge Invoice Parser and Recruitment Hero sandboxes, or switch on your browser webcam in the Real-Time Object Spotter and Driver Fatigue Monitor.
Direct Engineering Scoping

Scope a 2–4 Week Custom PoC Sprint

Book a 20-minute technical session with an AdaptNXT architect to benchmark your sample camera feeds, documents, or telemetry data—with zero sales fluff.

Tech Labs & Custom PoC Scoping

Schedule Your Technical Feasibility Call

Skip the sales deck. Speak directly with a Principal AI or IoT Architect to test our models on your sample data.

Zero Sales Pitch. Pure Technical Clarity.
Step 1

Select Date & Time

Zone:

Available Dates (Next 12 Days)

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Available Slots (20-Min)

Step 2

Your Project Details

Mutual NDA Protected • Zero Line Interruption (Shadow-Mode Pilot) • Calendar Invite Attached
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