There's $1 Trillion in Lost Logistics Revenue. Go Get a Slice.

01 /The Concept

Opereit is a Spanish startup that launched its platform just two months ago and has already raised its first $2.5 million.

The platform helps suppliers and logistics companies recover money lost to carrier billing errors.

Right now, it handles invoice errors. Shortly, it's designed to find lost money across the entire supply chain – from shipment to delivery, all the way to buyer acceptance.

Bruno, the invoice analysis agent, surfaces errors: duplicate line items, inconsistencies between fields (say, a mismatch between claimed fuel consumption and actual kilometers driven), and unauthorized charges – expenses not covered by the contract or not separately approved.

Carla handles disputes: she automatically drafts and sends claim letters to logistics partners or carriers, with clear problem descriptions and all necessary supporting documents attached, then follows up on outstanding responses and keeps pressing until a corrected invoice arrives.

Henry maintains a live overview of everything happening across logistics operations – statistics, financial KPIs, received invoices, sent claims, their current status, and anything else in that universe.

87% of the platform's automatically filed claims are successfully resolved. Early clients have recovered an average of 10% of the value of their logistics invoices. Their staff now spend 12 fewer hours per week on invoice processing.

02 /Why It Matters

Logistics errors turn out to be a surprisingly massive problem.

Opereit claims that logistics errors cause over $1 trillion in losses globally – from inadequate shipment tracking, insufficient resources to monitor deliveries, and invoices that are either never challenged or never successfully disputed. That's a big number, and it deserves scrutiny.

The supporting data checks out:

- 3–5% of carrier-issued invoices actually contain errors.

- 50–60% of carriers, including large and well-known ones, make invoice errors on a regular basis.

- 60–70% of carrier invoices are never audited by the logistics company or supplier.

- As a result, invoice errors and discrepancies can genuinely lead to losses of up to 15% of total logistics spend.

Global logistics is a $12 trillion market. Fifteen percent of that exceeds the $1 trillion figure Opereit cites. And the market is expected to roughly double to $23 trillion by 2034 – meaning the dollar value of logistics errors will keep growing unless companies start systematically addressing them with platforms like Opereit.

A conceptually similar problem is addressed by Glimpse ([related review](/review/tret-pribyli-mozhno-ne-terjat)) – which helps suppliers recover money lost through retailer deductions.

The dynamic: when retailers pay their suppliers, they frequently take "deductions" from the amount owed – for alleged logistics errors, standard non-compliance, and a long list of other reasons. These deductions happen routinely and can represent 2–10% of total shipment value.

The problem is that most suppliers either don't audit these deductions consistently, or do audit them but fail to follow through on disputes until money is actually returned.

Glimpse operates on the same playbook as Opereit. One AI agent analyzes retailer payments and the deductions taken; another files disputes on invalid deductions and drives them to resolution.

Suppliers using Glimpse have increased their dispute filings by 4.3x and improved dispute win rates by 80% – translating into a 2.5% lift in overall revenue.

03 /Opportunities

Procurement, supply chain, and logistics represent enormous markets where up to 15% of money leaks out through entirely preventable errors. The underlying reason is always the same: companies don't have enough resources to thoroughly audit documents, hunt for discrepancies, file claims, and see them through to actual recovery.

The opportunity: build platforms where AI agents take over exactly that work. Dig into any business with significant purchasing, supply chain exposure, or logistics spend and these problems exist there too – which means the addressable market is very large.

The only question left is which sector to enter first. Which one would you pick?