AI-driven transformation in food manufacturing: a pathway to sustainable efficiency and quality assurance
Frontiers in Nutrition,
Год журнала:
2025,
Номер
12
Опубликована: Март 13, 2025
This
study
aims
to
explore
the
transformative
role
of
Artificial
Intelligence
(AI)
in
food
manufacturing
by
optimizing
production,
reducing
waste,
and
enhancing
sustainability.
review
follows
a
literature
approach,
synthesizing
findings
from
peer-reviewed
studies
published
between
2019
2024.
A
structured
methodology
was
employed,
including
database
searches
inclusion/exclusion
criteria
assess
AI
applications
manufacturing.
By
leveraging
predictive
analytics,
real-time
monitoring,
computer
vision,
streamlines
workflows,
minimizes
environmental
footprints,
ensures
product
consistency.
The
examines
AI-driven
solutions
for
waste
reduction
through
data-driven
modeling
circular
economy
practices,
aligning
industry
with
global
sustainability
goals.
Additionally,
it
identifies
key
barriers
adoption—including
infrastructure
limitations,
ethical
concerns,
economic
constraints—and
proposes
strategies
overcoming
them.
highlight
necessity
cross-sector
collaboration
among
stakeholders,
policymakers,
technology
developers
fully
harness
AI's
potential
building
resilient
sustainable
ecosystem.
Язык: Английский
Editorial: Artificial intelligence, digitization, sustainable development goals & global disruptions
International Journal of Information Management Data Insights,
Год журнала:
2025,
Номер
unknown, С. 100334 - 100334
Опубликована: Март 1, 2025
Financial and Administrative Management Models for Digital Ventures: A Literature Review
Journal of risk and financial management,
Год журнала:
2025,
Номер
18(4), С. 214 - 214
Опубликована: Апрель 15, 2025
Financial
and
administrative
management
models
are
crucial
to
the
success
of
digital
ventures,
providing
practices
that
optimize
resource
support
strategic
decision-making
in
dynamic
environments.
This
study
presents
an
original
systematic
literature
review
(SLR)
following
PRISMA
guidelines,
analyzing
354
articles
extracted
from
Scopus
Web
Science
databases.
Bibliometric
techniques,
including
VOSViewer
1.6.19
version
R-Bibliometrix
software
4.3.3
version,
were
used
identify
key
research
themes,
emerging
trends,
future
directions
field.
A
notable
114.29%
increase
academic
output
2019
2024
underscores
growing
importance
these
models.
The
analysis
reveals
a
focus
on
financial
tools
(e.g.,
Valuation,
Discounted
Cash
Flow
models)
RocaSalvatella,
INCIPY),
while
also
exploring
challenges
opportunities
present
interaction
between
external
variables
(resource
management,
operational
efficiency,
adaptability,
planning,
technological
innovation)
internal
(market
conditions,
government
regulations,
economic
trends)
is
discussed.
highlights
integration
agile
methodologies,
such
as
Lean
Startup,
emphasis
resilience,
organizational
agility,
impact
transformation
business
theoretical
contribution
this
lies
offering
comprehensive
framework
synthesizes
existing
models,
gaps,
emphasizes
need
for
studies
innovation,
agility.
From
practical
perspective,
findings
provide
entrepreneurs
managers
with
valuable
insights
into
implementing
frameworks
enhance
decision-making,
underscoring
market
adaptability
navigate
disruptions.
Язык: Английский
Modern digital practices for sustainable development: analysis of world experience
Опубликована: Янв. 1, 2024
Digital
technologies
are
critical
in
ensuring
sustainable
development,
contributing
to
economic
growth,
social
equality
and
environmental
security.
The
article
reviews
modern
digital
practices
their
impact
on
achieving
the
Sustainable
Development
Goals
also
analyses
international
experience
applying
innovative
various
spheres
of
society.
study
assesses
role
artificial
intelligence,
big
data,
Internet
Things,
blockchain
financial
shaping
models
improving
resource
management.
In
particular,
expanding
access
banking
services
lending
for
vulnerable
population
groups
is
highlighted,
inclusion.
development
e-commerce
platforms
allows
small
businesses
enter
global
markets,
which
positively
impacts
competitiveness
economies.
aspect
digitalisation
includes
“smart”
cities,
implementation
IoT
solutions
monitoring
efficient
management
energy
resources.
facilitate
air,
water
soil
pollution
help
automate
waste
processes.
use
tracking
supply
chains
transparency
business
processes,
promoting
enterprises’
responsibility.
transformation
quality
education
through
online
courses,
adaptive
learning
based
intelligence.
Such
allow
personalisation
educational
process,
making
it
more
effective
accessible
general
public.
An
analysis
European
Union’s
investments
indicates
a
significant
level
funding
quantum
technologies,
cloud
computing
infrastructure.
At
same
time,
considers
key
challenges
digitalisation,
including
growth
inequality,
cybersecurity
issues,
need
regulate
intelligence
problems
e-waste
presents
recommendations
development.
results
can
shape
strategies
that
promote
balanced
sustainability,
equality.
Язык: Английский