Data Restart 2025: Pavol Lukáč - AgentSpace: Dělá více, abyste vy mohli méně. Jste připraveni?

AgentSpace mění způsob jak pracujeme. Automatizace, která za vás zvládne více, vám otevírá prostor pro kreativitu a skutečně důležité věci. Jste připraveni udělat krok vpřed? V přednášce vám napovím, jak být efektivnější téměř ve „všem“, co děláme. #MáteJižSvéhoAgenta?

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Agentspace:
DĚLÁ VÍC, ABYSTE VY MOHLI MÉNĚ.
JSTE PŘIPRAVENI?

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MomentumThatKeepsAccelerating
64 000 BC14401998 2022

3. TRKKNProprietary & Confidential 3Let’sMakeItEasier

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c
Custom
Reporting
Dashboard
Let’sMakeItEasier

5. c
Data
Collection
Data
Storage
Data
Visualization
Architecture
& Visualisation
Cloud, Connectors
& BigQuery Setup
HolisticSolutionEnsuringConsistentEngagement
Data
Data

6. c
True Direct
ModellingAssessment
§Requirements gathering
§Correlation GA4, weband
contenttracking & data
structures
§Definition of metrics, KPIs
and the reporting
framework
§Technical Concept
True Direct
ModellingImplementation
●GCP Infrastructure Setup.
●Data Integration in Google
Cloud
●Development of ETL
process to gather metrics
and KPIs
●Data Quality Control
●Alert & Monitoring Setup
●Develop interactive Looker
Studio dashboards
True Direct
ModellingDelivery
●Documentation
●Training
●Post-implementation
handover
The Power of Three: Your Best-in-Class Path
++

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Performance
Overview

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Article
Performance

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Author
Performance

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„To streamline editorial
workflows, we needed to unify
data from various systems into
a single, reliable source of
truth. The new custom
reporting dashboard allows
our team to access real-time
insights across platforms,
significantly improving
operational efficiency and
enabling data-driven content
planning.”
Andrea Steiner
ChiefProductOfficerat ForbesCZ

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OneStep
Further

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96%
of respondents have plans to expand their use of AI agents
in the next 12 months, with half aiming for significant,
organization-wide expansion.
Source: Cloudera (2025)

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Gemini’s advanced reasoning
Google-quality search
Your enterprise data
Google
Unlock enterprise expertise
for employees with agents
that bring together…

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AgentspaceIs the Only HyperscalerPlatform Built to
Help Enterprises Adopt AI Agents at Scale
Privacy for all of your dataSecurity and compliance
certifications
Role-based
access controls
Data residency
and sovereignty
Data governance
and privacy
Responsible AI

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Analytics
platforms89%
of employees search
across up to six sources
for information.
8 hours
Average time per week spent
by employees to look for
information.
Productivity and
content services
CRM and
customer experience
Communications
Enterprise
planning
Project and
portfolio management
Supply
chain management
Human
capital management
Enterprises Face Critical Challenges When It Comes To
Efficient Data Management & Access
Information
Silos
Data Privacy
Risks
Productivity
Issues

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AgentspaceEnables Enterprises To Leverage Their Data
for Search, Summarization, Generation & Action
Enterprise grade security, privacy, and compliance
Search
Help your employees find
what they need at the right
time and answer questions.
Summarization
Condense and summarize
your enterprise knowledge.
Generation
Create new content based on
existing enterprise knowledge
and internet data.
Action
Interact with pre-configured
or custom agents that take
actions and streamline
workflows.
Faster Information
Retrieval
Improved Decision-Making &
Productivity
Enhanced Collaboration &
Streamlined Workflows

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User
FrontEnd
Evaluation
Evaluation
Vertex AI
Evaluation
OR
Deployment
Serving
Vertex AI Agent
Engine
Serving
Cloud Run
API Server
FastAPI
High level
architecture
Observability
Observability
Logging
IaC & CI/CD
CI/CD
Infrastructure as code
Data
Data storage and analysis
Vector StoreMonitoring
LLMs
LLMs
Vertex AI
Model Garden
LLM Orchestration
Agent Orchestration
Choose your framework. Includes
samples using Google ADK,
LangGraph, CrewAI

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AgentsFor
+Companies

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Tactics
„Pleasefindmeanydecks
forvaluebasedbidding
from2025“

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Strategy
Please, recommend me
the best approach when
it comes to data
activation
in e-commerce industry?
What is fundamental?

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Client
service
Please, do we have
any case studies
for automotive
segment?

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Project
mgmt
What is the process
to follow once I want
to create new project
in Asana?

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Dailywork
Canyouplana meeting
withPetr Vanek next
Mondayanytime? Give
mesomeoptions.

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Gossip
What is our CEO salary?

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Create a newsletter of
engaged users fromour
websiteand create
creative content based
on their interests
Find me candidates
aged 40-50and rank
them by distance
from my office and
years of experience
Find me contracts
with the worst service
results and select the
TOP worst suppliers,
write them an email
Customer Meeting
Preparation Agent ->
analyzes internal/external
data to prepare
personalized materials and
recommendations for a
successful sales meeting
AgentspaceOffers Benefits That Apply To Every Industry
Sources: Google Demonstrative Business Outcomes
Browse campaigns in
Q4, show me best
performing formats
and give me insights
about the creatives
BranchHRSalesMarketing Procurement

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AgentsFor
+Customers

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1.The system driven by AgenticAIrecognizes the
customer by their license plate number or mobile app.
1.The agent greets the customer by name:
"Hello, Mrs. Novak. Would you like your favorite
Big Mac again today, or would you like to try our new
Maestro Chicken, which is now on sale?"
1.The agent can also process complex orders:
I'll have a McMenu, but instead of Cola, I want orange
juice, and replace the pickles in the burger with extra
bacon."
1.Based on order history, time of day, and weather, it
proactively offers relevant add-ons (e.g., McFlurry ice
cream on a hot day).
Drive-ThruAgent!

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1.A customer expresses interest in the new Renault
Austral on the website. The agent asks them about their
needs: "Do you plan to drive mainly in the city or on
long journeys? What is your annual mileage? Do you
need a large trunk for your family?"
1.Based on their answers, the agent recommends the
ideal engine and equipment. "For your frequent city
driving, the full-hybrid version would be best, as it will
save you fuel costs."
1.The agent then checks the stockof all dealers in real
time and finds the nearest available vehicle that
matches the configuration.
1.The agent completes the process: "I found exactly this
model in blue at a dealer in Brno. It is available for a
test drive tomorrow. Would you like me to book you in
and send you a preliminary price quote, including
financing options in your name?"
E-commerceAgent

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Let´sdo it!