Verify the presence of specific objects in any image - automatically with a Vision Agent

The Object Validator Agent checks whether key items are present in an image - from tools and safety gear to signage, components, or custom assets. It’s built to support safety audits, quality control, compliance checks, and operational readiness across a wide range of industries.

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Vision AI for real-world results

Apply the Object Validator agent across a wide range of industries to streamline operations and improve reliability:

Detect required items

in logistics, construction, healthcare, or retail workflows

Verify tools or gear

before field deployment or equipment sign-off

Check for critical components

in production or maintenance environments

Automate checklist inspections

in factories, service centres, or onboarding stations

How it works

Object Validator Agent

Identification of different drill manufacturers using Vision agents

The agent checks whether specific, predefined objects are present in an image - such as safety gear, tools, signage, or equipment - and returns a result for each target.

You provide an image and a list of expected objects. The agent then analyses the image and returns:

  • Presence or absence of each item
  • Object class or label
  • Confidence score per object
  • Optional metadata for logging or decision-making

There’s no need to outline detection areas - the agent recognises visual patterns across the full image, even in cluttered or partially obstructed scenes.

Vision AI Use Cases

Use cases powered by this Agent

Explore real-world examples using the Object Validator Agent to automate checks, improve safety, and reduce errors.

Savings

Healthcare

Surgical Verification for Hospitals and Medical Device Logistics

Surgical tray validation for cleaner, safer operations

Accuracy

Retail

Visual shoe verification for returns and self checkouts

Verify shoes at point-of-return or checkout, detecting mismatches between product and packaging

Savings

Construction

Part Verification for Industrial Sites I Tiliter

Verify parts on arrival by matching images against engineering drawings, helping teams catch errors early, reduce delays, and maintain project timelines.

Visibility

Retail

Sustainability Insights from Plastic Usage in Fresh Produce

Detect and classify the types of bags used for fresh produce at checkout - identifying whether customers use single-use plastic, reusable mesh, paper, or no bag at all.

Traceability

Retail

Visual QA for Footwear: From Factory Floor to Customer Returns

Support manufacturers and retailers catch issues in footwear

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