Linklogis Officially Launches AI Agent, Capitalizing on Emerging Growth Opportunities in the AI Industry

As
the
AI
agent
emerges as
a
new
frontier
in
the
development
of
the
AI
industry,
Linklogis
Inc.
(09959.HK, “Linklogis”)
has
officially
launched
the
industry’s
first
AI
supply
chain
document check platform,
the “BeeFeather AI Document Check Platform”
(referred
to
as
the “BeeFeather
Platform”).
This
milestone
marks
a
significant
step
forward
in
the
company’s
advancement
within
the
AI
sector.

The
BeeFeather
Platform,
a lightweight one-stop
AI
platform
for
supply
chain
finance developed
by
Linklogis, serves
as
a
flagship
example
of
its
AI
Agent
product
line.
It
has
already
been
successfully
deployed
and
applied
across
multiple
financial
institutions.
This
groundbreaking
achievement
is
a
result
of Linklogis’ deep
understanding
of
trade
banking
operations
and
its
proficient
application
of
cutting-edge
large language model
technologies. The
BeeFeather
Platform
integrates
the
capabilities
of
the General
Problem
Solver,
LDP,
and
LDP-GPT,
expertly
breaking
down
complex
document
review
and
parsing
workflows.
It
precisely
identifies
pain
points
at
each
stage
and
applies
tailored
large language models
to
address
them,
significantly
reducing
document
processing
times
while
boosting
operational
efficiency
and
business
resilience. For
instance,
in
its
collaboration
with
Standard
Chartered
Bank,
the
BeeFeather
Platform
enabled
intelligent
risk
assessment
and
process
optimization
in
trade
finance
and
payment
management.
This
helped
the
bank’s
clients
significantly reduce operational
costs
and
improve
delivery
efficiency.

An
AI
Agent
refers
to
an
intelligent
entity
based
on
large
language
models
(LLMs)
that
can
autonomously
understand,
plan,
make
decisions,
and
execute
complex
tasks.
Unlike
traditional
large language models,
which
primarily
provide
guidance
on “how
to
do
something,”
an
AI
Agent
goes
a
step
further
by
actively
assisting
in
performing
the
tasks
itself.

Linklogis’
AI
Agent
platform
is
built
around
three
core
technology
modules:
the General
Problem
Solver,
LDP,
and
LDP-GPT.
These
three
components
work
in
synergy
within
the
technical
ecosystem,
collectively
supporting
the
intelligent
transformation
of
supply
chain
finance
scenarios.

The General
Problem
Solver is
a
crucial
intelligent
tool
module
within
the
AI
Agent
platform.
It
specializes
in
language
processing,
semantic
understanding,
and
document
generation,
enabling
tasks
such
as
multilingual
translation,
semantic
content
analysis,
and
high-quality
document
creation.
In
the
context
of
supply
chain
finance,
the General
Problem
Solver significantly
improves
the
AI
Agent’s
efficiency
and
accuracy
in
document
processing,
cross-border business communication,
and
customer
service.
Through
the General
Problem
Solver,
users
can
interact
with
the
AI
Agent
in
natural
language, achieve quickly
querying,
analyzing,
and
generating
financial
documents.

LDP
(Linklogis
Document
Parsing)
is
the
core
data
input
module
of
the
AI
Agent
platform.
Utilizing
proprietary
algorithms,
LDP
integrates
advanced
image
processing
from
visual
models
with
deep
text
understanding
from
language
models,
enabling
accurate
parsing
of
complex
documents
and
converting
unstructured
data
into
structured
information.
This
ensures
a
reliable
data
foundation
for
the
AI
Agent’s
task
planning
and
execution.
In
supply
chain
finance
scenarios,
such
as
document
review
and
invoice
parsing,
LDP
significantly
improves
the
efficiency
of
data
extraction
and
validation,
meeting
a
wide
range
of
business
needs.

LDP-GPT
is
the
brain
of
the
AI
Agent,
serving
as
the
core
large language model
for
vertical
industries.
It
combines
deep
learning
with
intelligent
decision-making
capabilities
to
support
complex
tasks
such
as
risk
assessment,
operational
optimization,
and
knowledge-based
question
answering,
all
tailored
to
specific
industry
contexts.
LDP-GPT
further
enhances
the
AI
Agent’s
task
planning
abilities,
enabling
the
delivery
of
customized
solutions
in
supply
chain
finance
and
fully
addressing
customer
needs. Linklogis
is
accelerating
the
full-stack
development
of
its
vertical
domain large
language model,
LDP-GPT,
covering
everything
from
pretraining
and
fine-tuning
to
distributed
training
and
inference
frameworks
for
deployment. Linklogis is
also
exploring
the
application
of
RAG-based
vertical
knowledge
base
question
answering
and
intelligent
writing
technologies
in
financial
institutions,
driving
innovation
and
unlocking
new
possibilities
for
the
industry.

Industry
experts
highlight
that
AI
Agent
technology
is
transforming
traditional
industries
and
technological
frameworks,
with
the
vertical
AI
Agent
market
poised
to
become
the
next
major
growth
area,
potentially
surpassing
the
scale
of
SaaS.
Experienced
investors
believe
that
Linklogis,
with
its
deep
expertise
in
supply
chain
finance
and
extensive
experience
serving
both
upstream
and
downstream
clients,
is
uniquely
positioned
to
seize
new
market
opportunities
driven
by
globalization
and
technological
advancements,
positioning Linklogis as
a
potential
leader
in
the future.