Sereact Lens | Sereact
/ 01 Industrial Perception

AI Vision.
At Every Bin.

Sereact Lens provides real-time AI perception for every bin, every order, and every return. Eliminate blind spots and keep your WMS honest with perpetual inventory verification.

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/ 02

The Blind Spot in Modern Warehouses

You've automated everything except knowing what's actually happening in your warehouse.

Modern warehouses run on data, but lose visibility at critical moments. Between scans, items get miscounted, damaged, or misplaced. Your WMS makes decisions on assumptions, not facts.

01

WMS says 10 items, reality is 9 — orders fall.

02

Damage happens between scans, discovered too late to fix.

03

Misplacements go unnoticed, stock counted in wrong locations.

04

Returns require manual inspection, hours of labour wasted.

Sereact Lens in warehouse
/ 03 Vision Pipeline

Beyond Vision

From Capture to Action

Lens is a complete intelligence platform that sits between your physical operations and digital systems. A real-time decision engine for production-critical environments.

Capture
Finding 1

High-resolution stereo cameras positioned over bins and conveyors capture every critical moment. Lens reconstructs a detailed 3D point cloud from these images.

/ 04 The Technology

The Science of
Visual Truth.

Performance verified at scale

4K+Resolution

Superior resolution & performance

Lens captures what standard industrial vision misses. Higher resolution and HDR deliver reliable perception even in poor lighting, clutter, and mixed SKUs.

ReadyOut of the box

Warehouse-trained AI

Lens is not generic computer vision. It is trained on real warehouse data, so it understands how inventory behaves in practice.

< 1sLatency

Real-time decision engine

Lens does more than detect. It decides. Visual input turns into actions in milliseconds, enabling true automation without manual checks.

RESTNative API

Native integration architecture

Lens fits into your existing stack without friction. API-first design connects directly to WMS, WES, WCS, and automation systems.

/ 05 Ecosystem

Native Integration.

Connects to everything

Lens integration in action

Lens fits into your existing ecosystem as a drop-in intelligence layer. No legacy changes required.

Warehouse Management Systems

Native integrations with leading WMS platforms. REST APIs for custom systems. Real-time inventory updates, order verification, and exception handling.

Execution & Control Systems

Feed intelligence to execution layer. Route exceptions, optimize workflows, trigger automations based on visual verification.

Robotics & Automation

Guide robots with validated data. Verify picks, prevent errors, ensure safe handling. Works with any automation platform.

/ 06 Deployment Scenarios

Universal Application.

Capabilities for every station

Real-time counting & verification

Instantly counts and verifies all items in a bin or tote. even with mixed SKUs, overlaps, or transparent packaging. Eliminates manual counts and shipping errors.

/ 07 Partner Experiences

Visual Verified.

Max Meister
"

Sereact Lens lets us keep an eye on every container in our AutoStore. Through the AI we can instantly see when items differ from what should be there, or when a bin is still full though it should be empty. We're excited about integrating this data into our picking monitors and inventory.

Max Meister

Co-CEO Ludwig Meister

Andreas Küllmer
"

For us, accuracy and system uptime are just as critical as speed. Having reliable, AI-based vision in the process reduces manual intervention and gives us confidence in daily operations.

Andreas Küllmer

Group Head of Automation & Expansion, Rohlik Group

/ 08 Performance Evidence

Case Study.

Verified in Production

Broad industry applicability

Lens is deployed across diverse operational environments, from high-volume fulfillment centers to specialized manufacturing facilities.

E-commerce FulfillmentOrder accuracy, returns processing, perpetual inventory
Industrial DistributionMixed SKU counting, damage detection, quality control
3PL OperationsClient inventory accuracy, photo documentation, billing validation
ManufacturingKitting verification, component counting, quality inspection
/ 10 Strategic Positioning

Presence.
At Every Node.

End-to-End Visibility

Facility Overview

Lens transforms existing infrastructure into intelligence nodes, capturing critical moments where decisions matter most.

Goods receipt intelligence

Transform receiving from reactive to proactive. Lens verifies ASN accuracy and detects damage before putaway.

Storage & retrieval

Maintain perpetual inventory accuracy without manual counts. Every bin movement is verified in real-time.

Outbound quality control

The final checkpoint. Lens ensures order accuracy, documents condition, and creates proof for every shipment.

Returns intelligence

Transform returns into efficiency. Lens assesses condition, matches original orders, and accelerates restocking.

/ 11 Economic Impact

The Cost of
Invisibility.

Yearly Loss

€200K-€500K

Shrinkage

Missing itemsDamaged itemsUnverified contents

Detects incorrect items and loss at the moment it happens.

€150K-€400K

Inventory errors

SKUs in wrong binsQuantity mismatchMisaligned data

Validated count and real-time location of every SKU.

€300K-€800K

Stock-outs

Ghost inventoryOrder cut-outsEmergency replenishment

Real-time visibility into actual bin and shelf availability.

€250K-€600K

Picking mistakes

Wrong itemWrong color/sizeWrong condition

Validates every item before it leaves the station.

/ 12 Knowledge Base

Frequently Asked
Questions.

/ 13 Enterprise Grade

Ready for the
Next Era.

Transform your warehouse into an intelligence-driven operation. Lens integrates seamlessly with any WMS, WES, or automation platform via our high-performance REST API.

100+Warehouses Live
99.9%Inventory Accuracy
<500msLatency
24/7Active Monitoring

"Sereact Lens is the missing link between physical reality and digital inventory."