AI computer vision for physical operations

Parcel dimensions, trailer fill, and live inventory — from the cameras you already own

Attensive does what used to take scan tunnels, LiDAR, and RFID — with AI vision alone. Connect the IP cameras already in your facility and turn everyday video into measurement-grade operational data. No new hardware, no new worker steps.

ATTENSIVE PLATFORM
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No new hardware3–5 day deployEvidence for every number

In active deployment conversations with

  • One of the world's largest port & terminal operators
  • A Fortune 50 beverage & CPG company
  • Global parcel & express carriers

Proof from your existing cameras

Raw facility footage becomes structured operational data.

Drag each handle to compare the ordinary camera feed with Attensive's measured output. Same cameras, same scene, now counted, dimensioned, and timestamped.

CAM 07 · CONVEYOR LINE

Conveyor: parcel dimensioning

Per-parcel L × W × H, volume, and oversize flags. No scan tunnel.

attensive.com/app/trailer-fill

Trailer Monitoring

Today, Apr 7
LiveDock Door 364% fill

Active Trailers

12

Avg Fill Rate

73%

+8% vs last week

Fully Loaded

7

Underutilized

2

< 50% fill

DockTrailerFill RateStatus
Dock 1TRL-4821
87%
Loading
Dock 3TRL-7733
94%
Ready to seal
Dock 5TRL-2190
42%
Loading
Dock 7TRL-6614
71%
Loading

Turn dock cameras into live utilization: loaded vs. unloaded events, net fill rate, idle time, and closeout risk before a trailer leaves underfilled.

Explore Trailer Fill

How it works

From camera feed to system of record, in days.

Attensive is a software layer on the infrastructure you already run. There is nothing to bolt onto the line and no rip-and-replace.

01

Connect existing cameras

Point Attensive at the IP cameras already covering your docks, conveyors, and storage. No LiDAR, scan tunnels, RFID, or new worker scans.

02

Attensive measures the scene

Geometric computer vision turns each frame into dimensions, fill rate, zone occupancy, and movement. Every reading carries a confidence score.

03

Data flows to your systems

Measurements, exceptions, and annotated evidence clips stream into your WMS, TMS, ERP, or BI stack through API, webhooks, or CSV/SFTP.

Why Attensive

Built for rollout, not another hardware program.

3

Workflows: dock, conveyor, inventory

±15mm

Parcel dimension accuracy target

$0

New hardware required

3–5 days

Typical first deployment

The hardware you are not buying: scan tunnels run $50K–$200K per install, LiDAR dimensioners $7K–$15K per station — per line, per site.

No new hardware

Runs on the IP cameras you already have. No scan tunnels ($50K–$200K per install), no LiDAR dimensioners ($7K–$15K per station), no RFID.

Live in days

A software rollout, not a construction project. Typically 3–5 days to first data.

Evidence for every number

Each measurement links back to an annotated clip you can audit and dispute.

Works with your stack

Events flow to your WMS, TMS, ERP, and BI via API, webhooks, and CSV/SFTP.

Built for operations that move physical goods

From a single parcel hub to a multi-site network.

Parcel & Express NetworksBeverage & Retail DistributionPorts & Terminal OperatorsThird-Party LogisticsWarehouse OperatorsManufacturing & Assembly

FAQ

Questions we hear from ops teams

Founder

Why I built Attensive

Sameer Noorani, Founder of Attensive

Sameer Noorani

Founder & CEO, Attensive

I started Attensive after building large-scale video and AI systems in production. At Reacher (Y Combinator S25), I built and scaled a distributed system that indexed millions of videos with multi-GPU inference and self-hosted multimodal models, returning sub-2-second results. Earlier I was Head of Engineering at Careforce (YC F24) and founded Shifthive and ShiftPosts (acquired). Attensive applies that same engineering to a focused problem: turning the cameras already running in docks, conveyors, and warehouses into measurements operations teams can act on.

LinkedInBuilder • Engineer • Entrepreneur

Show us one camera feed.
We will show what Attensive can see.

Send us footage from one of your cameras and we will send back your numbers — measured, annotated, and mapped to the workflow you care about first. No commitment, no hardware, just your own facility measured.

Built for first deployments and multi-site expansion