How a Global Food Manufacturer Starts Every Morning With One Ranked AI Brief

A global food manufacturer cut hours of manual consolidation and replaced it with one ranked AI brief that flags D&D risk and recommends the next step.

The Company

A leading global food manufacturer runs ocean freight across multiple regions. Darya, the Daily Agent, now reviews its 30,000+ containers a year every night and tells each of its 50 operators what to act on first, every morning.

The Challenge

Too much to search

Operators had to dig their shipments out of dashboards, emails and sheets.

No sense of priority

Alerts fire one rule at a time, with no view of what changed or what comes first.

D&D found too late

Containers past free time were often spotted only after charges began.

The Solution

Every night, Darya checks each shipment against the team's own thresholds and hands every operator one short, ranked brief, with a recommended action for each issue.

Four steps in order: Detect, Explain, Recommend, Act. — *How Darya works: it detects issues across every container each night, explains why each one was flagged, recommends a next step, and leaves the decision to your team.*

Personalized and ranked

Only their shipments, led by overnight changes, today's decisions and rising D&D risk.

AI-recommended actions

Each exception comes with its trigger and a next step: book pickup, extend free time, escalate or rebook.

Linked to Command Center

Every item opens the exception and the container's live tracking, from the platform or the email.

Inside a Daily Brief

What an operator sees at the top of their morning brief: what is at risk, why, and what to do next.

Daily Brief item marked high risk for 6 containers at Rotterdam, with the reason and the recommended action. — *An item from an operator’s morning Daily Brief, showing 6 containers at Rotterdam with 2 days of free time left, why they were flagged, and the recommended action.*

From brief to action

Every brief item opens straight into the Command Center, ready to act on.

Command Center page for a typhoon port disruption at Hai Phong, with a map, AI insights and a list of affected containers. — A port disruption at Hai Phong opened in the Command Center, with the affected containers on a live map, Portcast AI Insights with escalation options, and every matching container with its status, predicted ETA and journey.

The Impact

Darya represents ~$490k of estimated value every year, from demurrage and detention avoided and operator time reclaimed, on 30,000+ containers and a 50-operator team.

Measure	What it is based on	Result
Demurrage & detention avoided	Before: spotted after charges start. After: ~1,500 flagged in time.	~$300k
Less time on morning triage	Before: 45 min across three tools. After: 10 min, one ranked brief.	~80%
Operator time reclaimed	Before: 45 min a day, manual. After: 152 hrs/yr back per operator.	~$190k
Estimated value every year		~$490k