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B2B Operations

We rebuilt the operational layer behind B2B order management so the team could stop being the human integration between systems and start being the strategic partner their accounts actually need.

Technology

LLM

Timeline

3 Months

Target ROI

Growth

0hrs

0hrs

Avg monthly hours saved

0%

0%

Improvement on target outcome

0

0

Months to go live

No matter how many systems you buy, the B2B ops team always ends up being the integration layer between them.

B2B operations is one of the most consistently mis-resourced functions in any growing business. The role exists to deliver service level, retain accounts, and protect the margin on every order. The actual week is something else entirely. Orders arrive by email, by EDI, by portal, in three different formats from the same retailer. Status updates need to be chased manually, copied across systems, and translated into the language each partner expects. Allocation conflicts get resolved over the phone. Exceptions get handled in spreadsheets. Every new system promised to fix this and most of them added another tab to keep open. The team spends its time as a switchboard between platforms that should have been talking to each other in the first place. The expertise is real, the relationships are real, and almost none of it gets to where it actually creates value.

We automated the integration layer the systems should have provided. Orders flow in from every channel and format into a single normalised pipeline, validated against rules the team defined, and routed automatically through allocation, confirmation, and fulfilment. LLMs handle the partner communication that used to consume hours, generating updates in the right format, in the right language, at the right cadence for each account. Exceptions surface as ranked decisions rather than open tickets, with the context the team needs already attached.

The work that does not require human judgement disappears. The work that does, gets the time and attention it always deserved. The team stopped being the bottleneck and became the layer the customer actually wants to talk to.

Unified order intake and validation

AI-powered partner communication

Exception intelligence

Repositioned operations function

From coordination cost to commercial advantage.

The team used to spend its days as the human layer between systems that should have been integrated. Hours went into status updates, manual order entry, and chasing exceptions across platforms. With that work automated, the same people now spend their time on the things only they can do. Building the relationships that retain accounts. Solving the problems that protect margin. Driving the service level that wins the next order. The function did not get replaced. It got reclaimed. Headcount stayed flat, order volume grew, and the team finally got to do the job they were hired for.

We are engineers mixing PHD level AI and real business scaling experience. Our passion is helping companies deploy ML, LLMs, and automation that makes them more unique, not more average.

We are engineers mixing PHD level AI and real business scaling experience. Our passion is helping companies deploy ML, LLMs, and automation that makes them more unique, not more average.

We are engineers mixing PHD level AI and real business scaling experience. Our passion is helping companies deploy ML, LLMs, and automation that makes them more unique, not more average.