Darya, the Daily Agent

Your operators shouldn't have to work out which shipments need attention every morning

Darya, the Daily Agent, reviews every shipment overnight and gives each operator one ranked brief: what changed, what needs a decision today, and where risk and D&D are building. The day's priorities are already set when your team logs in.

See it in action
Darya, Portcast's Daily Agent, showing a ranked morning brief with an immediate-action shipment

Why does starting the day without a priority list cost you?

Freight exception management often starts the same way. Operators dig overnight changes out of dashboards, emails and spreadsheets before they can act on any of them, and delays, D&D exposure and missed connections tend to surface only after they have become problems. Without a ranked view, priority goes to whoever escalates first, which is often the customer and often late. That is reactive by design, and working proactively starts with knowing what changed before the day begins.

Too many alerts

Standard alerts fire one rule at a time, so a busy day brings a flood of notifications and no view of which one comes first. The result is alert fatigue.

Overnight changes found manually

Delays, route changes and port disruptions that happened while the team was offline are rebuilt manually every morning.

D&D found too late

Containers past free time are often spotted only after charges have already begun.

Meet Darya

What is Darya, the Portcast Daily Agent?

Darya is Portcast’s Daily Agent, an AI agent for logistics operations. It reviews every shipment overnight and hands each operator one ranked brief before the day starts. The brief shows what changed since yesterday, what needs a decision today and where risk is building, with the reason behind each item and a suggested next step. Your team stays above the loop: the agent reviews and recommends, and your people decide.

Alerts, daily shipment reports and morning reports tell you what happened. Darya takes those signals and turns them into a single prioritized list, bringing shipment exception management into one morning routine.
01

Priorities set by your rules

The agent ranks shipments against the thresholds you set in the Command Center, such as lead-time limits and delay tolerance against contract, so the brief reflects how your business weighs risk.

02

Overnight changes first

Items that are new since the previous working day lead the brief. Improvements are suppressed, for example, a rollover flag on a container whose ETA actually got better.

03

One brief per operator

Each operator receives a brief scoped to the shipments they own. Every shipment is reviewed every night, so nothing depends on someone remembering to check it.

What does Darya, the Daily Agent, do every morning?

Darya's ranked brief listing shipments by escalation, urgency and watch status

Ranks a large portfolio

Every active shipment is scored against your rules and ordered from the most urgent down: escalations first, then urgency, then business impact, including cost impact and customer SLAs.

WHY IT MATTERS

Prioritization follows the priorities your business has stated, instead of individual judgment under time pressure.

Darya's list of shipment changes detected overnight

Detects what changed overnight

The agent surfaces predicted late arrivals, ETD slips at origin, unplanned transshipments, containers idling at transshipment ports, destination changes and port disruptions. Rollover flags on containers whose ETA improved are suppressed, which keeps the brief focused on rolled containers that need attention.

WHY IT MATTERS

The morning meeting works from data instead of memory, and handovers become reliable.

Darya's free-time calendar showing free, at-risk and charged days

Flags free time expiring and D&D

Containers with free time expiring, and those already incurring charges, appear in the ranked list with the reason and a suggested next step, such as booking a haulier pickup or requesting a free-time extension.

WHY IT MATTERS

Acting while free time remains is the difference between avoiding a charge and absorbing it.

Darya explaining why a shipment is flagged, with next-step buttons

Explains each flag and points to the next step

Every item shows its trigger, such as the new ETA against the contracted lead time and the days behind, and opens in the Command Center and container tracking. When a disruption calls for rerouting, Darya flags the risk and Reef, the Routing Agent, can propose alternate sailings. Your team approves each step.

WHY IT MATTERS

Operators go from flag to decision in one place.

How do operations teams use the Daily Agent?

Every item in the brief is clickable. It opens straight into the Command Center, on the card and thresholds you set up, and into container tracking, so your team moves from the daily update to the detail and takes action without searching.

Prioritizing a large portfolio each morning

Operations teams at cargo owners and forwarders
BEFORE

An operator starts the day with hundreds of active containers and no clear way to tell which ones need attention first. They scan emails, carrier portals and dashboards, and rely on memory for which customers or lanes are sensitive.

WITH DARYA

The operator opens one ranked brief. Items needing action today sit at the top, with the reason: a delay that moved past the contracted lead time, an unplanned transshipment, or free time about to expire. Each item opens in the Command Center, so the operator goes from the brief to the detail and acts.

OUTCOME

Faster exception handling, fewer missed escalations and consistent coverage across the team.

Darya's Immediate action list with the most urgent shipments at the top

Acting on free time before D&D starts

Import operations at cargo owners and forwarders
BEFORE

Containers that have passed free time are spotted only after charges begin. Forwarders carry this exposure on behalf of their customers, so charges that start before anyone acts cut into margin.

WITH DARYA

A brief item reads “6 containers sitting at Rotterdam, 2 days of free time left.” It explains that the containers were discharged 3 days early against the carrier ETA with no pickup booked yet, and suggests booking a haulier pickup today or requesting a free-time extension from the carrier. D&D costs are visible in the Command Center where available.

OUTCOME

The team acts while free time remains, and avoidable D&D charges are prevented.

Darya's D&D exposure panel highlighting containers with under 3 days of free time

Responding to a market disruption

Cargo owners and forwarders
BEFORE

The team learns about a typhoon, strike or port closure from carrier notices or the news, then works out manually which containers and bookings are affected.

WITH DARYA

The brief item for a typhoon at Hai Phong opens in the Command Center with a map of the port and the 14 matching containers across 3 bookings, each with its status and predicted ETA. The options shown are to notify consignees, ask the carrier for the next sailing, or find alternate sailings with Reef, the Routing Agent.

OUTCOME

The affected containers and the next steps sit on one screen, and the team approves each step.

Command Center map of a typhoon impact zone near Hai Phong with affected containers

Handling exceptions across many customers' shipments

Freight forwarders
BEFORE

Operators manage shipments for many customers. Rollovers, unplanned transshipments and slipping ETAs often surface when the customer calls.

WITH DARYA

Operators often manage one specific customer, so each operator's brief covers that customer's shipments and leads with what changed overnight, ranked by rules set to match the service levels the business runs to. For forwarders, this works as a daily report per customer. Each item includes evidence, such as the new ETA vs. the contracted lead time and days behind, and opens in the Command Center, so the operator can update the customer and raise the issue with the carrier early.

OUTCOME

Fewer surprises for customers and escalations raised on evidence.

Darya's watch list flagging a possible rollover for a customer shipment
How it works

How does Darya, the Daily Agent, work?

Starts from the shipments and rules you already have
Darya works on top of Portcast visibility and the Command Center. It uses each tracked container's current leg and location, predicted ETA, vessel, transshipment status and free time, together with the thresholds you set in the Command Center.
Darya starting from tracked shipments and Command Center thresholds
Reviews every shipment overnight
Each night the agent compares every container with the previous working day, applies your thresholds, filters out noise such as improving ETAs, and ranks what remains.
Darya reviewing every shipment overnight against your thresholds
Delivers one brief to each operator
Before the day starts, each operator receives a ranked brief by email and in the platform, at the delivery time set during onboarding. It covers the shipments they own. Every item shows the reason and a suggested next step, and opens in the Command Center and container tracking.
Darya delivering one ranked brief to each operator by email and in the platform
IMPACT
PORTCAST ESTIMATES · GLOBAL FOOD MANUFACTURER

What does Darya
save in practice?

A global food manufacturer uses Darya, the Daily Agent, across 30,000+ containers a year and a team of 50 operators.

~$300k

in D&D charges avoided each year, with about 1,500 containers flagged in time.

45 to 10 min

of morning review per operator, an estimated 80% faster start to the day.

~$190k

in labor value reclaimed each year, which is 152 hours back per operator.

Labor is valued at a $25 blended hourly cost over 260 working days. Earlier disruption planning and stronger carrier escalations add further upside.

Customer proof

What our customers say

“

Portcast's daily briefs have been incredibly helpful for our operations team. Within minutes, we can identify which shipments need immediate attention and where cost risks are emerging. What once took hours and still left room for missed risks is now much faster and more effective.

Operations Director
Global Food Manufacturer

How is Darya different from manual shipment review?

Manual review depends on how quickly someone can find what changed. Darya, the Daily Agent, does that review overnight, using the thresholds your team already sets in the Command Center, and hands each operator one ranked brief.

Manual review
With Darya
RECOMMENDED
Start of the day
Scanning dashboards, emails and carrier portals
One ranked brief per operator before the day starts
Working style
Reactive: problems found after the fact
Proactive: a ranked plan before the day starts
Priority
Whoever escalates first
Escalations first, then urgency, then business impact, including cost impact and customer SLAs, using your thresholds
Overnight changes
Rebuilt each morning manually
Changes since the previous working day lead the brief, and improvements are suppressed
D&D and free time
Often found after charges begin
Containers with free time running down are ranked with a suggested next step
Explanation
The operator works out why
The reason and a suggested next step on every item
Thresholds
Judged by each operator's experience and memory
Each brief follows the operator's own Command Center thresholds, adjustable per operator
Control
Fully manual
Read-only: your team approves every action

How do Marina, Reef and Darya, Portcast's AI agents, work together?

Three agents cover the life of a booking. Each one builds on the one before, and your team approves every step.

Marina's service reliability table by carrier and service
01 · PLAN, BEFORE YOU BOOK

Marina

Benchmarks every carrier and bookable service on your lanes, so tenders, contracts and lead times start from delivered performance.

Explore Marina →
→
Reef's recommended sailings ranked for a booking
02 · BOOK, AT THE BOOKING

Reef

Ranks live sailings for the booking against your priorities, using carrier reliability data, and recommends the best fit.

Explore Reef →
→
YOU ARE HERE
Darya's daily briefing header for an operator
03 · MANAGE, AFTER YOU BOOK

Darya

Reviews every shipment overnight, ranks what needs attention, and flags when a booking needs a different sailing.

You are here
When Darya flags a disruption, Reef can propose alternate sailings, informed by Marina's carrier reliability data.

What do teams ask most about Darya, the Daily Agent?

Any other question that isn’t mentioned? Don't hesitate to get in touch.

What is Darya, the Portcast Daily Agent?

Darya is Portcast's Daily Agent, an AI agent that monitors your ocean shipments overnight and delivers a ranked brief to each operator before the day starts. Darya ranks containers using the thresholds you set in the Command Center and shows what changed since yesterday, what needs a decision today and where D&D is building, with the reason and a suggested next step for each item.

What should an operator look at first each morning?

Darya answers this with a ranked brief. Items that are new since the previous working day come first, ordered by escalations, urgency, and business impact, including cost impact and customer SLAs, against your own thresholds, so the first items are the ones that need a decision today.

How does Darya decide which shipments to rank first?

Darya compares each container's current state with the previous working day, including its current leg and location, predicted ETA, vessel, transshipment status and free time. It then applies the rules your team set in the Command Center and tunes the ranking to the operator's role and company type. The result is a list scoped to that operator's shipments.

How is Darya different from exception alerts and daily shipment reports?

Alerts fire one rule at a time, which can lead to alert fatigue, and a daily shipment report lists shipments without telling you which ones matter most. Darya builds on the same thresholds and assembles the signals into one ranked brief, with the reason and a suggested next step on each item. It complements your alerts, and it does not replace them.

Does Darya replace my TMS or tracking system?

No. Darya works on top of Portcast visibility and the Command Center, using the shipments you already track and the thresholds you already set. It adds a prioritization layer and a morning brief to the systems your team already uses.

What does Darya need in order to work?

Your ocean shipments need to be tracked in Portcast with Predictive Visibility and the Command Center. Your team maps shipments to operators, confirms its thresholds in the Command Center and completes a short onboarding that sets each operator’s role, company type and delivery time. D&D items appear for customers with the D&D module and contracts loaded.

How quickly can Darya be set up?

Setup builds on what you already have in Portcast. Your team maps shipments to operators, confirms thresholds in the Command Center, and each operator completes a short onboarding for role, company type and delivery time. We can walk you through the steps in a demo.

Does Darya take actions on its own?

No. Darya's brief is read-only. Each item opens in the Command Center and container tracking, so your team can act and approve every action.

Does Darya work for both cargo owners and freight forwarders?

Yes. Darya gives each operator a brief scoped to the shipments they own. Cargo owner import teams typically focus on arrivals and D&D, while forwarder teams focus on rollovers, unplanned transshipments and delays against customer commitments. Your team sets the thresholds to match.

Can Darya help reduce demurrage and detention costs?

Darya flags containers with free time running down and those already incurring charges, ranked with a suggested next step, so your team can act while free time remains. In a case study with a global food manufacturer, Portcast estimates the manufacturer avoided about $300k a year in D&D charges.

How does Darya work with Reef, the Routing Agent?

Darya flags the risk and Reef can propose alternate sailings when a shipment needs rerouting. Your team reviews and approves each step.