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Use Cases

Decisions Syntask supports.

Syntask is an operational decision intelligence layer that turns the data you already have into decisions your team can defend. Below are the decisions it supports and four worked scenarios — every finding labeled VERIFIED, INFERRED or RISK, backed by its evidence and a three-step reasoning chain.

Input · Public data

PSA Singapore — MPA OCEANS-X

  • 28 months of data
  • 10,684 vessel records
  • 6 vessel types
Output · Forecast Output — July 2026

1,410

Container arrivals forecast

2,235

Tanker arrivals forecast

MODERATE

Overall risk level

Aug 2026

Prospective validation date

Decision types

Where the decisions get made.

Five recurring operational decisions Syntask supports with evidence-backed reasoning.

  • Carrier Decision Intelligence

    Evaluate carrier options using your own operational history.

  • Routing Decisions

    Compare operational options beyond price alone.

  • Procurement Decisions

    Support RFP, allocation, and contract decisions.

  • Demurrage & Detention Risk

    Identify exposure before charges arrive.

  • Operational Risk Detection

    Detect problems before they become expensive.

In practice

Four worked scenarios.

Two are validated against public port data. Two are illustrative. Each card says which — so you always know what you are reading.

Validated Run against public data. Illustrative Modelled example.
01 Case study Validated

Port Operations Intelligence

Vessel Traffic & Congestion Early Warning

PSA Singapore — MPA OCEANS-X

Berth Pre-positioning

Congestion window identified 6–8 weeks in advance — berth planners can act before it forms.

Schedule Risk Reduction

Tanker anomaly cluster and energy market correlation surfaced before schedule impact.

Audit Trail

Every finding labeled VERIFIED / INFERRED / RISK with confidence score and reasoning chain — defensible to operations management.

Read the full scenario

How to read a scenario

Every finding carries a label.

Syntask explains the decision — your team still makes the call. Not a black box.

VERIFIED

Direct evidence from your operational data.

Carrier A — 96% on-time performance across 12 historical shipments, lower exception rate than segment average.

INFERRED

A supported interpretation based on available signals.

Carrier B offers lower cost but has limited historical evidence on this lane — recommendation flagged accordingly.

RISK

Potential exposure requiring attention.

Port congestion at Mersin creates D&D risk for 12 containers approaching free time limit.

Syntask is not an autonomous black box that acts without asking. Each finding arrives with a 3-step reasoning chain and a confidence score, so the person signing off can see the evidence — and disagree with it.

Your operation already has the data. Now give your team the intelligence to act.

Start with one lane, one workflow, one decision. Measure impact. Expand when value is proven.

No integration required. Excel or CSV is enough.

Start a 90-Day Proof of Value Call