Edge AI Vision Kit
On-device vision models that run quality inspection without cloud latency or data leaving the floor.
Innovation Lab · R&D
Ideas In. Impact Out.
Inside the VishMuKa Innovation Lab, wild ideas become working prototypes — and prototypes become products our clients ship.
From Spark to Ship
One Idea. Five Horizons.
Every VishMuKa product begins here. Click a stage to see how an idea travels through the lab.
- Ideas
- Experiments
- Prototypes
- Products
- Impact
Stage 1 of 5
Ideas
Signals from clients, markets and the lab floor get compressed into sharp, testable hypotheses.
Signals from clients, markets and the lab floor get compressed into sharp, testable hypotheses.
On the bench right now
Conversational Data Copilot
Ask your warehouse a question in plain language — get a governed, explainable answer.
Self-healing Automation Mesh
Workflows that detect their own failure modes and re-route at runtime.
Fashion Intelligence Engine
Trend and demand forecasting powering the MANOVA commerce stack.
TinyML Predictive Maintenance
Edge models that predict machine failure from vibration and current signatures.
Trust-Score Graph
The verification graph behind CHELIMI's community trust system.
Focus Areas
Four Labs. One Mission.
Each lab explores a frontier — together they turn research into products we ship.
AI Research Lab
LLMs, computer vision and predictive models — evaluated against real business problems.
Automation Lab
Robotic process automation, AI agents and workflows that run themselves.
IoT & Edge Lab
Firmware, edge computing and tinyML for the connected physical world.
Digital Prototyping Studio
Design + engineering sprints that turn sketches into shippable product demos.
The Journey
From Bench to Production
2021
The Lab is Born
An R&D corner with three engineers and a standing rule: every idea gets its first prototype.
2022
First Product Ships
MANOVA's AI styling engine moves from experiment to production.
2023
Platforms Take Shape
VishMuKa LMS and CHELIMI graduate from the lab into supported products.
2024
Edge Computing Push
The IoT & Edge Lab opens — tinyML models run on shop-floor hardware.
2026
Innovation at Scale
Six active experiments on the bench — and two more products in the pipeline.
- Live Experiments
- Products from the Lab
- Prototypes Built
- Research Partners
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Bring us your wildest idea.
If it needs engineering, a prototype or a product team — the Innovation Lab is where it starts.