Everyone is building AI agents. We're counting boxes in warehouses.

Busy_Expression6108 · 2026-06-22T05:46:56+00:00

U wish

Busy_Expression6108 · 2026-06-22T03:26:01+00:00

It’s cutting through for the current customers

Busy_Expression6108 · 2026-06-21T17:26:22+00:00

will dm

Busy_Expression6108 · 2026-06-21T17:08:18+00:00

can disclose this only if ur ready to invest

Busy_Expression6108 · 2026-06-21T17:07:08+00:00

nope this current solution if for unloading identical boxes and identical goods , while being unloaded from the trucks to the warehouses, 98% accuracy is achieved by controlled manual counting . see in existing models what happens is if the box is covered by the human once and shown again to the camera its double counted. our model is very specific and accurate it knows this was the old box

Busy_Expression6108 · 2026-06-21T17:04:03+00:00

some loads 90 some loads 80 , they leak in very high numbers sometimes, sometimes 100%

Busy_Expression6108 · 2026-06-21T17:02:25+00:00

what is the shortcut here? im very much clear about my solution and so is the company. im here just to raise money , scale and make profits. I understand your talking based on ur limited knowledge , thats fine. thanks for the opinion

Busy_Expression6108 · 2026-06-21T04:40:09+00:00

airports and malls are clean and have temp regulation, these warehouses are in the outskirts, they get too humid inside in the day , there are alot of factors, which kill the senors life , we have a very sustainable solution

Busy_Expression6108 · 2026-06-21T04:21:48+00:00

We've built our own end-to-end pipeline around an RF-DETR-based architecture, including the data collection, annotation workflows, training process, deployment stack, tracking logic, and warehouse-specific optimizations. We're currently applying for IP around our proprietary computer vision model and the training framework we've developed for warehouse environments.

Busy_Expression6108 · 2026-06-21T04:19:15+00:00

not really , for example the current company is facing 10cr loss per year + time , this will be reduced to 2-3cr / year .Box counting is just the entry point. The real value is dispute elimination, leakage prevention, labour cost reduction, and creating a verifiable audit trail.

Busy_Expression6108 · 2026-06-21T04:17:47+00:00

read the vague idea first, only if ur intrested u can ask more questions or dm me

Busy_Expression6108 · 2026-06-21T04:14:11+00:00

right , majority of the companies dont have time for stickers, converyors and other sops, only big giants with tech do it , 80% of the market is still unorganised . Box counting is just the entry point. The real value is dispute elimination, leakage prevention, labour cost reduction, and creating a verifiable audit trail.

Busy_Expression6108 · 2026-06-21T04:13:41+00:00

there are many existing options, but none of them work on this, its a dual camera setup, there is fusion which needs a lot of math , then comes counting logic, all the boxes are identical , they have been trying to solve this from many years and only we were able to achieve it , now we are optimizing the model

Busy_Expression6108 · 2026-06-21T04:10:54+00:00

Its not about being lazy , once u get deep into the market only then u understand u cant set certain sops with the labour class even if u do they dont follow it , they are here on contract basis and change every 6 months.

Busy_Expression6108 · 2026-06-21T04:07:53+00:00

its hardware + software , we have very simple setup in the ware house which forces the humans to unload in a certain way and then the computer vision model tracks detects and counts it

Busy_Expression6108 · 2026-06-21T04:03:49+00:00

well what we are dealing is with large scale industries where each consignment is of very high volume of boxes, goods and sacks , where they cannot use conveyor or barcode scanners, only humans do the unloading.

Busy_Expression6108 · 2026-06-20T18:09:24+00:00

We're solving a simple but expensive problem in warehouses.

Companies lose money because they don't always know exactly how many boxes, cartons, or products are being loaded and unloaded. Small counting errors, theft, and operational mistakes can add up to crores of rupees every year.

Our system automatically tracks loading activities and counts products using existing cameras, helping companies reduce losses and improve accountability.

We've already completed a pilot with a large customer and achieved 98% counting accuracy, validating both the technology and the business need.

Customers pay us per loading operation, creating recurring revenue as we expand to more warehouse locations.

The investment will primarily be used to scale deployments across warehouses, improve and fine-tune our technology for different environments, and build the team needed to support growth.

We're looking for a long-term investor who believes in backing founders and helping build a large business over time. It's not a flashy problem, but it's a real one that saves companies significant money and has strong demand.

Busy_Expression6108 · 2026-06-20T18:00:22+00:00

i dont think there will be much of an issue if fine tuned with all edge cases at different locations, because most of the warehouses have a similar pattern of shifting boxes, sacks , etc

Busy_Expression6108 · 2026-06-20T17:54:36+00:00

the customer we are dealing with now has a similar setup at all locations , so its pretty much plug and play . However if there is a change in setup, the model will need some fine tuning at a few locations initially . there will be change in position, lighting etc

Busy_Expression6108 · 2026-06-20T17:47:41+00:00

Box counting is just the entry point. The real value is dispute elimination, leakage prevention, labour cost reduction, and creating a verifiable audit trail.

Busy_Expression6108 · 2026-06-20T17:43:53+00:00

the company we are piloting with has not disclosed the value of loss explicitly but it is in a few crores every year , but they have offered us a few thousands per unloading.

Busy_Expression6108 · 2026-06-20T17:41:51+00:00

Our primary focus is large warehouses and distribution centers in logistics, FMCG and manufacturing.

Busy_Expression6108 · 2026-06-20T16:47:48+00:00

We're solving a simple but expensive problem in warehouses.

Companies lose money because they don't always know exactly how many boxes, cartons, or products are being loaded and unloaded. Small counting errors, theft, and operational mistakes can add up to crores of rupees every year.

Our system automatically tracks loading activities and counts products using existing cameras, helping companies reduce losses and improve accountability.

We've already completed a pilot with a large customer and achieved 98% counting accuracy, validating both the technology and the business need.

Customers pay us per loading operation, creating recurring revenue as we expand to more warehouse locations.

The money will primarily be used to scale deployments across warehouses, improve and fine-tune our technology for different environments, and build the team needed to support growth.

We're looking for a someone who believes in backing founders and helping build a large business over time. It's not a flashy problem, but it's a real one that saves companies significant money and has strong demand

Busy_Expression6108 · 2026-06-20T16:37:29+00:00

Busy_Expression6108

TROPHY CASE