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Whitepaper · Free download

Buying bin picking automation differently.

The constraint holding back bin picking isn't the robot, and it isn't the vision. It's the buying model. This paper shows what changes when bin picking ships as a pre-validated product instead of starting as a custom project.

What you'll learn

  1. 01Why bin picking is still a manual station on otherwise automated lines
  2. 02The hidden cost of custom integration, and why the rarest specialist sets the pace
  3. 03How an agentic cell detects, decides and recovers on its own, every cycle
  4. 04What the shift means for finance, plant teams, integrators and automotive suppliers
Cover of the whitepaper Buying Bin Picking Automation Differently

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The context

Plants are being built faster than they can be staffed.

A structural labor gap and a reshoring wave are meeting an automation model that still sells bin picking one custom project at a time.

3.8MU.S. manufacturing jobs to fill, 2024 to 2033
1.9Mof those jobs could go unfilled
240K+Jobs announced from reshoring and FDI in 2024 alone

Sources: Deloitte and The Manufacturing Institute, 2024 Manufacturing Talent Study; Reshoring Initiative, 2024 reshoring and FDI job announcements. Cited in the whitepaper.

We’ve built a manufacturing industry with one persistent gap: the human at the bin.
Sina Afrooze · CEO, Apera AI

Inside the paper

From project to product.

  1. The three-point collisionLabor, reshoring and an automation model that can't keep pace with either.
  2. The hidden cost of custom integrationProposals, approvals, rework and scarce specialists: the time that never shows up on a quote.
  3. Bin picking, productizedWhat changes when every station runs the same validated cell, with one procedure repeated.
  4. Agentic Physical AIHow VuePod detects, evaluates, decides, plans, executes and validates every pick, with nothing replayed from a script.
  5. The economics, by roleWhat the model means for finance, plant operations, system integrators and automotive Tier 1/2 suppliers.
  6. Proof before purchaseHow a Free POP answers "will it work on my parts?" before you commit to anything.
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After you read it

See it work on your parts.

Send us a bin or CAD. We run your parts on VuePod and send back cycle time, grasp success and placement accuracy, before you commit.

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Download Whitepaper