Mashintoch
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Computer Vision

Teaching
computers
to see.

We’re building the operating system for machine perception, tools that help computers truly see and understand the world.

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Live Processing

847

Objects Detected

23ms

Inference Time

500+

Images Processed Daily

99.9%

Detection Accuracy

3

Enterprise Clients

24/7

Real-time Processing

Our Story

How it all started.

01

The Question

What if machines could truly see? Not just process pixels, but understand context, perceive subtlety, and extract meaning from the world around them

02

The Vision

We envisioned perception systems that move beyond detection, systems that grasp scenes, context, and meaning the way humans do

03

The Mission

Mashintoch was created to answer that question. Today, we’re building the operating system for machine perception, systems that see, understand, and act with awareness.

Products

What we build.

Purpose-built systems that empower machines to see, understand, and act with precision.

Spatial Intelligence

Perception systems that map, interpret, and understand environments in real time.

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Autonomous Systems

Visual cognition for robots, drones, and machines that need to navigate and act reliably.

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Perception Engine

Real-time recognition, tracking, and scene understanding at any scale or speed.

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Vision SDK

A toolkit for developers to build, adapt, and deploy custom visual intelligence workflows.

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Edge Vision

Lightweight, on-device perception optimized for constrained hardware and mobile compute.

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Cognitive Models

Foundational vision models designed to interpret context, meaning, and intent, not just objects.

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Philosophy

What we believe.

Perception

Beyond Pixels

We build systems that understand context—not just detect objects. True vision means interpreting the world with human-level clarity, consistency, and trust.

Clarity

Extract Meaning

Complex environments demand precision. Our models cut through noise with stable, reliable outputs designed for real-world deployment and mission-critical use.

Purpose

Intelligence with Integrity

Every system we build is grounded in responsibility, safety, and long-term impact—technology that strengthens human potential rather than replacing it.

Product

Chatterly

An AI co-host that doesn’t just talk, it listens, sees, and understands. Chatterly blends visual perception with natural conversation to create dialogue that feels alive.

Vision

Understands what’s happening around you, not just what’s said.

Language

Conversations that flow naturally, with timing, emotion, and nuance.

Context

Awareness that adapts to your tone, your ideas, and your intent.

Learn more about Chatterly — your co-host.

Let's talk vision.

Got a question, idea, or project? We’re building machines that see, understand, and learn, let’s explore what’s possible, together.

LocationAvailable worldwide