foryn

Selected work

Thoughtful software for complicated work.

We build around the records, decisions, and responsibilities that shape how an organization operates.

Product portfolio

Our logistics software.

Three focused applications spanning ocean commercial decisions, trade compliance reviews, and shipment operations.

Commercial intelligence

Foryn Ocean

Connect carrier agreements, rates, and booking activity across your ocean network.

Trade compliance

Foryn Trade

Structure classification review around product facts, tariff candidates, approvals, and evidence.

Shipment assurance

Foryn Cargo

Evaluate shipment events, delivery commitments, recovery decisions, and customer updates.

Applied logistics workflows

Three decisions that need traceable evidence.

These examples describe representative product workflows and decision-design patterns. They are not claims of customer deployments, measured savings, or completed integrations. Each shows the question, the records involved, and the human judgment that remains necessary.

Ocean freight / Commercial review

Why does a booking rate differ from the approved carrier agreement?

An ocean team compares carrier rate sheets, contract amendments, lane-level terms, and booking activity. The useful outcome is not just a highlighted mismatch: it is an explainable commercial exception with a document reference, affected bookings, and a reviewer who can decide whether to investigate, accept, or escalate it.

Relevant product: Foryn Ocean: ocean freight contract and rate intelligence.

Trade / Classification control

What must be verified before a customs tariff classification is approved?

A trade reviewer brings together product descriptions, materials, intended use, tariff-code candidates, and unresolved questions. Rather than treating an AI suggestion as authority, the review preserves supporting references and a human approval record so the decision can be explained later.

Relevant product: Foryn Trade: customs classification review.

Cargo / Exception response

Can the team still stand behind a promised delivery window?

An operations team reviews carrier milestones, warehouse events, appointments, and a delivery commitment that may now be at risk. The decision record distinguishes confirmed updates from assumptions, assigns an exception owner, and links a recovery action or customer message to the evidence reviewed.

Relevant product: Foryn Cargo: shipment exception and delivery assurance.

Explore the decision logic

Practical guides to the three workflows.

Read the full review sequence behind ocean freight rates, customs classification evidence, and shipment exceptions.

Additional work

Research, governance, and learning.

Our product work is supported by experience designing how teams use AI, assess uncertainty, and preserve evidence when decisions matter.

AI training

Practical learning around READ, PROMPT, and EDIT: reviewing AI output, improving direction, and taking responsibility for final work.

Governance and evidence

Review gates, approval workflows, audit trails, and evidence records designed into the working process.

Predictive systems research

Internal research on scenario comparison, uncertainty, signal evaluation, and disciplined human decision support.