AI Agents For OEM Production Workflows

Specialized AI agents that turns visually complex and high-SKU workflows from weeks of manual labor to automated and scalable processes.

Request Demo

Backed By the Early Investors of

Accelerate Production With AI-Powered Workflows.

Kestroll helps manufacturing teams quickly identify, compare, and align on product materials, without manual spreadsheets or back-and-forth.

Accelerate Visual Reference Matching

Instantly identify material scans, finish samples, and color profiles by visual similarity, eliminating side-by-side comparison across entire product catalogue.

Color Approximation

Texture Pattern Matching

Automate SKU Ratinonalization

Delegate AI to analyze visual similarity, material attributes, and historical usage to surface redundant SKUs, recommend consolidation candidates, and standardize product offerings.

Duplication Detection

Performance Data Analysis

Scale Customer Request Fullfillment

Automatically assemble, package, and deliver approved material scans and finish references from customer requests, mapping spreadsheets, PDFs, or text lists to your catalog at scale.

Fulfullment Automation

Sales Enablement

Custom Built Around Your Workflow

All solutions are custom configured for your materials, catalogue structure, and internal processes

Book Consultation

Purpose-built for Manufacturing Production

AI-powered solutions that reduce manual lookups, accelerate product comparisons, and remove operational bottlenecks.

Identification

Material Visual Matching

Automatically compare materials by color, texture, grain, and finish to identify equivalents, alternates, and near-duplicates across the catalog.

Identification

Material Visual Matching

Automatically compare materials by color, texture, grain, and finish to identify equivalents, alternates, and near-duplicates across the catalog.

Identification

Material Visual Matching

Automatically compare materials by color, texture, grain, and finish to identify equivalents, alternates, and near-duplicates across the catalog.

Standardization

Automated Material Classification

Standardize how materials, finishes, and components are categorized to eliminate inconsistent naming and manual catalog maintenance.

Standardization

Automated Material Classification

Standardize how materials, finishes, and components are categorized to eliminate inconsistent naming and manual catalog maintenance.

Standardization

Automated Material Classification

Standardize how materials, finishes, and components are categorized to eliminate inconsistent naming and manual catalog maintenance.

Automation

High-Volume Scan Operations

Manage, retrieve, and reuse high-resolution material scans at production scale without degrading performance or accuracy.

Automation

High-Volume Scan Operations

Manage, retrieve, and reuse high-resolution material scans at production scale without degrading performance or accuracy.

Automation

High-Volume Scan Operations

Manage, retrieve, and reuse high-resolution material scans at production scale without degrading performance or accuracy.

Alignment

Cross-Team Material Management

Ensure sales, product, and production teams reference the same approved materials, without manual coordination.

Alignment

Cross-Team Material Management

Ensure sales, product, and production teams reference the same approved materials, without manual coordination.

Alignment

Cross-Team Material Management

Ensure sales, product, and production teams reference the same approved materials, without manual coordination.

Intelligence

Catalogue Usage Insights

Reveal underused, redundant, and high-overlap materials to guide SKU consolidation and product line decisions.

Intelligence

Catalogue Usage Insights

Reveal underused, redundant, and high-overlap materials to guide SKU consolidation and product line decisions.

Intelligence

Catalogue Usage Insights

Reveal underused, redundant, and high-overlap materials to guide SKU consolidation and product line decisions.

Organization

Material Lifecycle Tracking

Track material revisions, substitutions, and deprecations to ensure teams always reference the correct version.

Organization

Material Lifecycle Tracking

Track material revisions, substitutions, and deprecations to ensure teams always reference the correct version.

Organization

Material Lifecycle Tracking

Track material revisions, substitutions, and deprecations to ensure teams always reference the correct version.

Frequently Asked Questions

What file types and references can Kestroll handle?

Kestroll supports material scans (color/texture/finish), CAD and profile references, spec sheets, PDFs, photos, install guides, and supporting documentation.

Can Kestroll be adapted for the specific similarity criteria of my company?

Yes. We tune Kestroll’s AI to match how your team defines “similar,” whether that’s color, texture, finish, pattern, geometry, or other material attributes specific to your products and workflows.

Can Kestroll automate bulk customer fulfillment requests?

Yes. Kestroll can automatically assemble requested reference sets by mapping from uploaded spreadsheets, PDFs, or any text file.

How does Kestroll help reduce SKU sprawl and duplicate materials?

Kestroll's AI surfaces look-alikes and near-duplicates, groups similar finishes, and makes overlap easy to review.

What file types and references can Kestroll handle?

Kestroll supports material scans (color/texture/finish), CAD and profile references, spec sheets, PDFs, photos, install guides, and supporting documentation.

Can Kestroll be adapted for the specific similarity criteria of my company?

Can Kestroll automate bulk customer fulfillment requests?

Yes. Kestroll can automatically assemble requested reference sets by mapping from uploaded spreadsheets, PDFs, or any text file.

How does Kestroll help reduce SKU sprawl and duplicate materials?

Kestroll's AI surfaces look-alikes and near-duplicates, groups similar finishes, and makes overlap easy to review.

Ready to See Kestroll in Action?

Reduce weeks of material analysis into minutes with AI agents dedicated for high-SKU manufacturing workflows.

Request Demo