AUTONOMOUS FREIGHT & LOGISTICS

From supplier commitment to verified delivery. One continuous execution.

Lasya AI carries the physical transaction from supplier readiness through carrier booking, dispatch, multimodal movement, customs, warehouse receipt and delivery proof — while ERP and specialist systems remain Systems of Record.

Supplier Ready → Plan → Book → Dispatch → Move → Clear → Receive → Verify
INPUT

Verified Supplier Commitment

Supplier · quantity · promise date · pickup origin · shipment constraints

LASYA TRANSACTION STATE
Verified Physical Execution

Carrier commitment · milestones · customs events · delivery proof · actual freight evidence

→ Finance Operations
THE EXECUTION GAP

Your ERP can record the shipment. People still keep it moving.

ERP,WMS and carrier portals store records. The work between those records still travels through EDIs, email, calls, WhatsApp, spreadsheets, broker updates and manual follow-up.

SupplierEmail / WhatsApp / EDIs
PlannerERP / Excel
CarrierPortal / API
BrokerEmail / Customs
WarehouseWMS / Calls
Visibility tells you what happened. Execution determines what happens next.
MULTIMODAL EXECUTION

One transaction state across every mode.

Road

FTL · LTL · parcel

Ocean

FCL · LCL · intermodal

Air

Express · deferred

Rail

Intermodal · bulk

EXIM

Customs · duty · documents

The transport mode can change. The transaction state should not reset.
THE SOFTWARE MODEL HAS TO CHANGE

A smarter TMS still cannot own the transaction before or after transportation.

The last software era digitized commercial commitment, transportation, customs, warehousing and finance as separate functions. Each application can become more intelligent. The physical transaction still crosses every boundary between them.

FUNCTIONAL LOGISTICS MODEL
Supplier commitment procurement
↓ context handoff
Plan · Book · Move · Track TMS
↓ context handoff
Customs · Receipt · Claims · Invoice other systems
The shipment is visible. The transaction is still fragmented.
SYSTEM OF EXECUTION MODEL
ONE TRANSACTION STATE
Supplier Commitment → Plan → Book → Move → Clear → Receive → Financial Evidence
Lasya carries commercial context, partner responses, shipment events, customs evidence, exceptions and delivery proof across the same transaction.
The transaction continues when the TMS workflow ends.
Making every logistics application intelligent does not remove the boundaries between them. Autonomous silos are still silos.
The AI-era shift is from optimizing transportation inside one application to executing the physical transaction continuously across companies, systems and channels.
ONE PHYSICAL TRANSACTION

Eight execution states. One verified delivery.

01

Ready

Supplier commitment becomes pickup-ready state.

02

Plan

Mode, lane, capacity and SLA determined.

03

Book

Carrier or forwarder selected and confirmed.

04

Dispatch

Vehicle, container or flight movement initiated.

05

Move

Transit monitored against required milestones.

06

Clear

Customs and EXIM requirements completed.

07

Receive

Warehouse or consignee acknowledges receipt.

08

Verify

Delivery proof and execution evidence finalized.

Logistics execution does not end at shipment visibility. It ends when delivery is verified.
REAL PRODUCT · DOMESTIC MOVEMENT

One Shipment. Every execution state connected.

Lasya carries the shipment through assignment, pickup, yard, dock, movement, delivery, proof and settlement dependencies — not just visibility.

Domestic shipment execution from PO issuance-> Dock scheduling -> Real time tracking - settlements in single state with exceptions routing
SYSTEM BOUNDARIES

A shipment record is not shipment execution.

SYSTEM OF RECORD

ERP

Shipment created · planned route · booking record · ETA field · customs record · delivery record

SYSTEM OF EXECUTION

Lasya AI

Carrier commitment · actual movement · booking confirmation · recovery decision · clearance execution · proof verification

EXECUTION MODEL

Plan → Commit → Move → Close

Plan

Shipment planning, consolidation, mode, lane and capacity.

Commit

Carrier sourcing, tendering, booking and pickup confirmation.

Move

Dispatch, tracking, ETA, yard, customs and disruption recovery.

Close

ePOD, actual freight evidence and finance-ready execution package.

The output of Logistics is verified physical execution truth.
PARTNER EXECUTION

Carriers, forwarders and brokers should not need another portal to participate.

Lasya meets each participant through the channels already used to execute freight, while preserving one shipment transaction state.

Carrier

Email · WhatsApp · API · EDI

Forwarder

Email · portal · documents

SHIPMENT TRANSACTION STATE

Broker

Email · customs portal

Driver

Mobile · voice · messaging

Different channels. One execution state.
EXCEPTION EXECUTION

Autonomous freight is proven when movement deviates from plan.

SIGNAL

Movement breaks

Carrier rejects tender, ETA slips, customs blocks release, pickup fails or capacity disappears.

LASYA

Understand impact

Check SLA, inventory, production, alternate capacity, route and cost implications.

ACTION

Execute governed recovery

Rebook, reroute, expedite or escalate only when authority or policy requires a human.

EXIM & CUSTOMS

Cross-border execution is part of the shipment — not a separate workflow.

Classification

HS recommendations with evidence and governed review.

Documents

Shipment-specific document requirements assembled and tracked.

Broker Execution

Clearance tasks and responses carried inside shipment state.

Release Evidence

Duty, clearance and release events retained for audit and settlement.

REAL PRODUCT · OCEAN & EXIM

Freight execution does not stop at tracking

Lasya links shipment milestones, freight charges, port events and trade documents into the same execution state.

End-to-end EXIM shipment execution from booking and documentation through customs clearance, international transit, delivery, and settlement.
OPERATIONAL MEMORY

Every shipment makes the next movement easier to execute.

Lane Memory

Transit time, congestion, delay patterns and cost variance.

Carrier Memory

Acceptance, reliability, SLA performance and exception behavior.

Trade Memory

Classification, clearance, broker and duty outcomes.

Exception Memory

Recovery actions and which outcomes worked in context.

Lasya retains how shipments were actually executed — not just what was originally planned.
BUYER OUTCOMES

One execution layer. Different logistics outcomes.

Dispatch

Today: TMS + spreadsheet + calls.
Lasya: continuous dispatch execution.
Outcome: fewer planning touches.

Logistics

Today: contract, spot and carrier choices fragmented.
Lasya: tender and booking inside transaction state.
Outcome: less manual coordination.

Supply Chain

Today: fragmented shipment visibility.
Lasya: impact-ranked execution exceptions.
Outcome: faster recovery.

EXIM

Today: document packs and broker chasing.
Lasya: governed clearance execution.
Outcome: shorter border delays.

Customs

Today: evidence assembled manually.
Lasya: shipment evidence retained in context.
Outcome: stronger compliance traceability.

Finance

Downstream: receives actual freight evidence, delivery proof and variance context for financial closure.

REPORTED OUTCOMES

Execution improvement should show up in service, cost and recovery.

Previously reported across selected deployments; results vary by lane, baseline, operating model and scope.

+24%On-time delivery improvement
11%Transportation cost reduction
−71%Manual exception handling
−58%Customs turnaround time
ONE TRANSACTION, THREE DOMAINS

No context reset between commercial commitment, physical movement and financial closure.

HUB 01

Verified Supplier Commitment

Supplier · quantity · promise date · origin · shipment constraints

HUB 02
VERIFIED PHYSICAL EXECUTION
HUB 03

Finance-Ready Evidence

Booked vs actual rate · accessorials · POD · claims · invoice basis

FAQ

Autonomous Freight & Logistics, answered.

What is Autonomous Freight & Logistics?

It is the execution of physical supply-chain movement from verified supplier commitment through carrier coordination, multimodal transportation, customs, receipt and verified delivery with minimal manual relay.

How is Lasya different from a TMS?

A TMS typically records, plans and optimizes transportation inside a defined logistics workflow. Lasya is the System of Execution carrying the transaction across supplier readiness, carriers, forwarders, brokers, customs, receipt evidence, exceptions and finance handoff. ERP, TMS or specialist applications can remain where required, while fragmented mode-specific execution and manual relay can be consolidated into one transaction state.

Do carriers need a new portal?

No. Carriers and partners can participate through existing channels such as email, WhatsApp, APIs, EDI, documents or existing portals where appropriate.

How does Lasya handle shipment exceptions?

Lasya assesses operational impact, evaluates permitted recovery options, executes governed actions and escalates only when policy or authority requires human intervention.

How does EXIM fit into freight execution?

Customs, documentation, broker coordination, duty and release events are maintained as part of the shipment transaction rather than a disconnected workflow.

What does Freight pass to Finance?

Verified delivery evidence, actual movement milestones, booked versus actual freight context, accessorial evidence, claims and the basis needed for reconciliation and settlement.

Continue the transaction in Finance Operations →
START ONE EXECUTION

Start with one shipment that still depends on human coordination.

Choose one lane, carrier set, import corridor or exception-heavy movement. Measure manual touches, booking time, exception recovery, OTD and cost variance.

Start One Freight Execution →