Thursday, November 5, 2026
The news that moves freight
Tech & AI Nov 5, 2026 · 7 min read

Forwarders back an AI that checks CMRs and carrier invoices

Forwarders put their own money into AI paperwork checks. Now they need to see it work

Berlin startup Conlio has raised EUR 6.4m to automate the most tedious job in road freight: checking the paperwork. The round was reported on 3 November by Tech Funding News. London’s Piton Capital led it. New investors include two forwarding groups, through their venture arms. WaVe-X belongs to Austrian forwarder WALTER GROUP. F-LOG Ventures belongs to FIEGE. Haufe Group Ventures also joined.

Conlio’s software reads CMRs (the standard international road consignment note), proofs of delivery and carrier invoices. It checks them against the transport order, flags anything that doesn’t match, and passes the clean data on to invoicing and payment. The company has 10 staff. Its customers are mid-sized and large road forwarders in Germany, the UK, Spain and Denmark. None is named.

Why the investor list is the real story

Our view: the EUR 6.4m is a small round. What matters is who wrote the cheques.

A forwarder that invests through its own venture arm is placing a bet on where a capability should live. WALTER GROUP and FIEGE could have built document checking in-house. Many large forwarders still pay rooms full of people to do it. Instead, both have put money into an outside supplier. We read that as a buy-not-build decision. They expect a shared tool, trained on many forwarders’ documents, to beat what any one of them could build alone.

That fits how Piton describes its bet. Tech Funding News calls Piton a London firm focused on online businesses with network effects. Network effects mean a product gets better as more users join. Partner Michael Macklin told Beinsure that Conlio’s existing integration into customers’ daily operations could support network effects as more participants join.

There is a second reason forwarders care. In road freight, the forwarder usually sits between the shipper and a subcontracted carrier. It bills the shipper and pays the carrier. Every error in between comes out of its margin. A carrier invoice for waiting time that nobody checks gets paid. A delivery date nobody checks can’t be billed on to the shipper.

What the problem looks like on the ground

The founder knows the job from the inside. Claudio Consul was senior VP of product at sennder, the Berlin digital forwarder. Tech Funding News says he joined when sennder had fewer than 200 staff and helped it grow past 1,000.

“At sennder, we had a large team that manually checked all the incoming freight documents,” Consul told Tech Funding News. “Once LLMs fell out of the sky, I was convinced that this very important process step could now be automated.” LLMs are large language models, the technology behind tools like ChatGPT.

The documents are messy. Consul’s list to Tech Funding News runs to CMRs, pallet notes, weighing slips and roll cards. Conlio says its platform splits multi-page scan batches, works out which document is which, and matches each one to a transport order. Beinsure adds a detail every forwarder will recognise: “A single CMR can contain as many as four dates.” Beinsure says that makes the checks hard for older rules-based software.

In our view, those dates are where the money is. Arrival, loading and delivery times decide whether a carrier can charge waiting time. They also decide whether the forwarder can pass that charge on to the shipper. Get one date wrong and you either overpay a carrier or under-bill a customer.

Thomas Muscher, managing director at WaVe-X, put it plainly to Tech Funding News: “Conlio turns unstructured freight documents into verified transaction data.” He also said: “AI is moving from pilot projects into the core processes of freight forwarding.”

Treat the big numbers as claims, not results

Here we need to be blunt. The headline figures are Conlio’s own, and neither article ties them to a named customer.

Tech Funding News reports: “The company can automate over 90% of the freight document checks.” It also reports: “Conlio also claims it can increase a forwarder’s EBIT by up to 30%.” EBIT is earnings before interest and taxes, a measure of operating profit. Beinsure adds a worked example: “For a company generating €100 mn in annual revenue, that could represent more than €1 mn in additional annual EBIT.”

Run the sums. EUR 1m extra on EUR 100m of revenue is one percentage point of margin. If that is close to a 30% lift, the starting EBIT is around EUR 3.3m, a margin of about 3.3%. That is a plausible margin for a road forwarder. So the claim hangs together on paper. But “up to” does a lot of work in it, and nobody has shown it on a real company’s books.

Tech Funding News asks the right questions. “Are WALTER GROUP and FIEGE just shareholders, or are they also customers?” And: “if the financing is based on documents approved by AI, who bears the risk?” Neither question is answered in either article.

Conlio’s answer on accuracy is human review. “A human in the loop is very important. It’s a design principle for us,” Consul told Tech Funding News. The company says it reviews flagged discrepancies and aims for zero false positives, meaning cases where the system wrongly flags a correct document. “Aims for” is not a measured rate.

Conlio is also not alone. Tech Funding News lists Cargofy ($11mSeriesA),Opereit($2.5m) and Estonia’s MyDello (EUR 3.1m). Beinsure says the round follows about EUR 49.4m raised in 2026 by six other European freight technology and AI financial automation companies. Money is pouring into this corner of the market. That makes proof more important, not less.

The deadline that changes the job

There is a regulatory clock in the background. The EU’s eFTI rules cover electronic freight transport information. The UK’s Road Haulage Association says that “from 9 July 2027” all EU authorities must accept electronic freight information submitted by certified platforms, and eCMR (the electronic CMR) is included.

That is a duty on authorities, not on companies. Trans.iNFO, in a January 2026 explainer, says “there is no point in time at which companies would be required to switch to digital processes.” Paper will linger, especially with smaller carriers.

Our view: this cuts both ways for Conlio. As more CMRs arrive as structured data, reading a crumpled scan matters less. The value moves to the next step: matching the document to the order, the rate card and the carrier’s invoice, and deciding what gets paid. That is the part Conlio says it is building towards, with automated invoicing and payment. A tool that only reads paper will have a shrinking market. A tool that settles disputes will not.

What forwarders should do now

If you run road freight, the cost sits in two places: staff hours spent checking documents, and money leaked through unchecked carrier charges. Here is what we would do.

First, measure your own leak. Pull a month of carrier invoices and count how many had waiting-time or accessorial charges (extra fees beyond the base rate). Check how many you passed on to shippers. That gap is your real business case, not a vendor’s percentage.

Second, test any vendor on your own documents. Ask for the share of documents processed with no human touch, the error rate on dates, and who pays when the software approves a wrong invoice. If a vendor quotes “over 90%”, ask: 90% of what, measured how, for whom?

Third, watch your carriers. If forwarders start checking every date on every CMR, carriers will see more disputed invoices. Expect pushback, and expect some carriers to move to eCMR faster so their timestamps can’t be argued with.

Fourth, for shippers: a forwarder that checks its carriers more tightly should also bill you more accurately. That can mean fewer surprise accessorials, or more of them backed by proper evidence.

Our call

Two forwarding groups have now put money into this. We think they will want to show it works. Our prediction: by 30 June 2027, at least one of WALTER GROUP or FIEGE will be publicly named as a live Conlio user. And within the same window, we expect Conlio or a direct rival to publish a named-customer result with a measured automation rate. Without that, the 30% EBIT claim stays a sales line.

Sources

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