Training Example: Splunk – Review the Data, Give Your Score & Compare to the Real AI Evaluation

Industry Context — Common BS Fingerprints in Security, Surveillance & Cybersecurity
Generic Claims: protecting your business, stay ahead of threats, world-class security, trusted by enterprises…
Red Flags: guaranteed prevention of all breaches, penetration testing without accreditation, security certifications for team without named individuals, no own-practice security certifications…
Semantic Drift Patterns: homepage claims enterprise SOC but services are basic antivirus resale, claims penetration testing expertise but no CREST or CHECK accreditation, homepage targets critical infrastructure but client list is SMB, claims 24/7 SOC but no staffing or operations evidence…
Proof Expectations: CREST, CHECK, or equivalent accreditation numbers, named team with security certifications (OSCP, CISSP, CEH), ISO 27001 certification for own operations, specific case studies with anonymized but detailed findings…

Splunk

(https://splunk.com) 📸 Data Snapshot: June 19, 2026

Analyze the raw signals below. How would a machine score this business’s credibility?

Here are the exact signals captured from up to six pages of the site — the same raw inputs the evaluation engine analyzed. They are grouped by signal type so you can weigh each the way the machine does.

🏗️ Semantic Structure — heading hierarchy & page identity (Info Density · Commodity Fingerprint)
HOMEPAGE Splunk | Unified Security & Observability for Digital Resilience (https://splunk.com)
Title

Splunk | Unified Security & Observability for Digital Resilience

Meta

Splunk is the key to enterprise resilience. Our platform enables organizations around the world to prevent major issues, absorb shocks and accelerate digital transformation.

H1 Complete data. AI you can trust.
H2 Trusted by leaders worldwide
H2 When disruption isn't an option
H2 Digital resilience platform
H2 Agentic SOC
H2 Agentic observability
H2 AI built for observability and security
H2 2000+ integrations
H2 Why the world’s leading enterprises trust Splunk
H2 Leader in security and observability
H2 Trending industry research
H2 The Hidden Costs of Downtime 2026
H2 The CISO Report 2026
H2 The New Rules of Data Management
H2 Splunk use cases and solutions
H2 Adhere to compliance requirements
H2 Rapidly detect advanced persistent threats (APTs)
H2 Streamline fraud detection and response
H2 Protect service performance with AIOps
H2 Troubleshoot and optimize performance
H2 Prioritize alerts with confidence
H2 Customer ratings and reviews
H2 Start your journey with Splunk
H3 $120B
H3 8M
H3 75%+
H3 90%
H3 3x
H3 €10B
H3 10x
H3 25k
H3 The State of Observability
H3 The State of Observability
H4 See Splunk Cloud Platform in action
H4 See why Splunk is an 11-time Leader in the Gartner® Magic Quadrant™ for SIEM
H4 See how Splunk is a 3-time Leader in the Gartner® Magic Quadrant™ for Observability Platforms
H4 Support
H4 Log In
H4 Splunk is now a Cisco company
H4 Compliance
H4 Advanced threat detection
H4 Fraud prevention
H4 AI-driven incident prediction (AIOps)
H4 Application performance monitoring (APM)
H4 Alert noise reduction
H4 Compliance
H4 Advanced threat detection
H4 Fraud prevention
H4 AI-driven incident prediction (AIOps)
H4 Application performance monitoring (APM)
H4 Alert noise reduction
NAV_HEADER_HEADING_REPEATED_BODY Customers | Splunk (https://splunk.com/en_us/customers.html)
Title

Customers | Splunk

Meta

Over 15,000 customers in 110 countries are using Splunk to be more productive, profitable, competitive and secure. Browse our customer stories and get in on the secret that 89 of the Fortune 100 already knows about.

H1 Building digital resilience together
H2 Customer Stories
H2 See how the most innovative organizations are driving value with Splunk.
H2 CUSTOMER STORY
H2 Children’s National Hospital Uses Splunk for TDIR
H2 CUSTOMER STORY
H2 Progressive Protects Customers and Revenue with Splunk
H2 CUSTOMER STORY
H2 Singapore Airlines Elevates Customer Experience
H2 CUSTOMER STORY
H2 Carrefour Responds to Security Threats 3x Faster
H2 CUSTOMER STORY
H2 Specsavers Sees 10x Faster MTTR with Splunk
H2 Resources from Splunk
H2 The Hidden Costs of Downtime: A $600 Billion Wake-Up Call 
H2 Turn Operational Data into Your Superpower in the Agentic AI Era
H2 Perspectives by Splunk
H4 See Splunk Cloud Platform in action
H4 See why Splunk is an 11-time Leader in the Gartner® Magic Quadrant™ for SIEM
H4 See how Splunk is a 3-time Leader in the Gartner® Magic Quadrant™ for Observability Platforms
H4 Support
H4 Log In
H4 No Results Found.
H4  
H4 See featured stories you might like. 
NAV_HEADER_HEADING_REPEATED Splunk Use Cases | Splunk (https://splunk.com/en_us/solutions/all-use-cases.html)
Title

Splunk Use Cases | Splunk

Meta

What can Splunk help me solve? Explore how your organization can become more resilient in a changing world.

H1 Splunk use cases
H2 What can Splunk help me solve? Explore how your organization can become more resilient in a changing world.
H2 Novuna Increases Uptime to Deepen Trust With Millions of Customers
H2 Data optimization
H2 Security monitoring
H2 Incident mangement
H2 Asset discovery & management
H2 Compliance
H2 Visualization & reporting
H2 Troubleshoot mission-critical apps and infrastructure
H2 Optimize data management
H2 Optimize cloud monitoring
H2 Optimize hybrid application performance
H2 Splunk SOC Achieves a 7-Minute MTTD for Phishing Attacks With Splunk Attack Analyzer, Splunk SOAR
H2 Threat hunting
H2 Anomaly detection
H2 Risk-based alerting
H2 Leverage cybersecurity frameworks
H2 Threat intelligence enrichment
H2 Reduce alert noise
H2 Debug problems in microservices
H2 With Splunk, Soriana has reduced its mean time to repair by 96% and protects its customers better from fraud.
H2 Automate threat analysis
H2 Automate containment & response
H2 Orchestrate response workflows
H2 Improve end-user experiences
H2 Detect and prioritize app security vulnerabilities
H2 Splunk SOC Achieves a 7-Minute MTTD for Phishing Attacks With Splunk Attack Analyzer, Splunk SOAR
H2 Automate complete TDIR lifecycle
H2 Standardize SOC processes using response templates
H2 Automate recovery playbooks
H2 Federate access & analytics
H2 Align IT and business with service monitoring
H2 Standardize observability practices across teams
H4 See Splunk Cloud Platform in action
H4 See why Splunk is an 11-time Leader in the Gartner® Magic Quadrant™ for SIEM
H4 See how Splunk is a 3-time Leader in the Gartner® Magic Quadrant™ for Observability Platforms
H4 Support
H4 Log In
H4 Security Use Cases
H4 Observability Use Cases
H4 Security Use Cases
H4 Observability Use Cases
H4 Security Use Cases
H4 Observability Use Cases
H4 Security Use Cases
H4 Observability Use Cases
NAV_HEADER_HEADING_REPEATED_BODY Splunk AI solutions | Activate AgenticOps | Splunk (https://splunk.com/en_us/solutions/splunk-artificial-intelligence.html)
Title

Splunk AI solutions | Activate AgenticOps | Splunk

Meta

Predict issues, accelerate resolution, and automate responses with Splunk AI. Build trusted, agentic workflows to increase productivity and scale performance.

H1 Activate AgenticOps to move from reactive to predictive
H2 artificial intelligence
H2 48%
H2 86%
H2 91%
H2 Deploy AI assistants and agents to transform machine data into resilient operations across security and observability
H2 CUSTOMER STORY
H2 REPAY Pays it Forward with AI Assistant in Splunk Observability Cloud
H2 Bosch builds a sustainable future using data-powered insights with Splunk
H2 Children’s National Hospital uses Splunk’s automation to respond and remediate threats faster
H2 An Introductory Use Case Guide: Splunk Artificial Intelligence for Observability
H3 Bring security, IT, engineering, and networking together with shared intelligence
H3 Speed up insights and action with an AI teammate
H3 Deploy hosted AI models for more accurate decisions
H3 Activate agents and MCP for guided resolution
H3 Accelerate team investigations with collaborative AI workflows
H3 The AI Philosophy Powering Digital Resilience
H3 Architecting a Scalable Security Data Fabric for the AI Era
H3 5 Big Myths of AI and Agentic AI
H4 See Splunk Cloud Platform in action
H4 See why Splunk is an 11-time Leader in the Gartner® Magic Quadrant™ for SIEM
H4 See how Splunk is a 3-time Leader in the Gartner® Magic Quadrant™ for Observability Platforms
H4 Support
H4 Log In
H4 Turn Data Chaos into AI Clarity
H4 AI by the numbers
H4 CUSTOMER STORY
H4 CUSTOMER STORY
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://splunk.com) Splunk | Unified Security & Observability for Digital Resilience
[IMG: splunk background]

Security and observability at enterprise scale.

Request a demo

[IMG: Security and observability at enterprise scale]

[H2] Trusted by leaders worldwide

[IMG: autodesk]

[IMG: carhartt]

[IMG: specsaver]

[IMG: us-dod]

[IMG: comcast]

[IMG: united]

[IMG: honda]

[IMG: puma]

[IMG: nasdaq]

[IMG: coca-cola]

[IMG: siemens]

[IMG: vodafone]

[IMG: Cisco logo]

[H4] Splunk is now a Cisco company

Find out more

[H2] When disruption isn't an option

Trust the unified platform for security and observability at massive scale.

[IMG: platform]

[IMG: platform]

[H2] Digital resilience platform
Unify cross-domain machine data at petabyte scale into contextualized, trusted intelligence. Give teams and AI a complete foundation to preempt issues and activate AgenticOps.

Explore Splunk Platform

Model content data

[IMG: reduce-cyber-security-threats]

[IMG: reduce-cyber-security-threats]

[H2] Agentic SOC
Unify threat detection, investigation,  and response with AI and built-in Cisco Talos threat intel. Use AI to anticipate, find, and stop emerging threats at machine speed.

Explore Splunk Security

Model content data

[IMG: observability]

[IMG: observability]

[H2] Agentic observability
See the business impact of every performance problem across any stack, owned and unowned networks, and AI workloads. Use AI to predict, preempt, and investigate fast.

Explore Splunk Observability

Model content data

[H2] AI built for observability and security

AI needs data visibility and context to deliver useful results at scale. Uncover cross-domain insights and boost productivity with AI you can trust that runs on Splunk.

Discover AI capabilities

Watch overview

[IMG: Burst]

The Splunk ecosystem
[H2]
2000+ integrations

[IMG: AWS]

[IMG: Meraki]

[IMG: Azure]

[IMG: NGINX]

[IMG: MongoDB]

[IMG: Kubernetes]

[IMG: K]

[IMG: Thousand eyes]

[IMG: Google Cloud]

Connect, extend, and act on your data with integrations and apps on Splunkbase — across cloud, SaaS, IT, and machine data from OT and IoT. Instrument with native open Telemetry support, SDKs, and agents.
Visit Splunkbase

[H2] Why the world’s leading enterprises trust Splunk

[IMG: Progressive]

[H3] $120B

in market capitalization protected

[H3] 8M

traces and 50M spans captured

Progressive Protects Customers and Revenue with Splunk
If we can show that monitoring was able to pick up prior to a service disruption, we’re able
to
show
that the investments we make in the monitoring tool are giving the business value.
Jon Moore, Domain Architect, Progressive Insurance

Read the story
All
stories
›

[IMG: Singpapore Airlines]

[H3] 75%+

faster issue detection

[H3] 90%

fewer backend issues

Singapore Airlines Elevates Customer Experience with Splunk

With Splunk, Singapore Airlines can now find and fix issues faster — maximizing service uptime, optimizing customer experience, and keeping the brand’s reputation sky-high.

Read the story
All
stories
›

[IMG: Carrefour]

[H3] 3x

faster threat response times

[H3] €10B

($10.45B) projected in e-commerce sales by 2026

Carrefour Responds to Security Threats 3x Faster with Splunk Cloud Platform
We get so much value from Splunk. It maximizes the insights we gain from analyzing detection use cases, rather than wasting time creating rules or struggling with a tool that’s too complicated.
Romaric Ducloux, SOC Analyst, Carrefour

Read the story
All
stories
›

[IMG: SpecSavers]

[IMG: SpecSavers]

[H3] 10x

faster MTTR

[H3] 25k

hours saved per month with automation

Specsavers Sees 10x Faster MTTR with Splunk
Splunk has made every team's life easier.
Andy Slater, Observability and Automation Lead, Specsavers

Read the story
All
stories
›

[IMG: SpecSavers]

Market recognition
[H2] Leader in security and observability

Splunk is the only vendor named a leader in consecutive reports for SIEM and observability from global analyst firms.

View awards and recognition

[IMG: splunk-hp-gartner-quadrant-dark-6col]

Resources
[H2] Trending industry research

[H3] The State of Observability

See why leaders generate 53% higher ROI from their observability practice compared to their peers.

Get the report

[H3] The State of Observability

See why leaders generate 53% higher ROI from their observability practice compared to their peers.

Get the report

[IMG: resources and collaboration]

[IMG: hidden costs of downtime]

[H2]
The Hidden Costs of Downtime 2026

Downtime is up and costs are skyrocketing. Learn how to protect your organization.

Get the report

[IMG: The CISO Report 2026]

[H2]
The CISO Report 2026

Learn how CISOs are transforming AI risk into AI-powered resilience.

Read the report

[IMG: Predictions report]

[H2]
The New Rules of Data Management

Learn how to reduce data complexity and costs to drive better outcomes.

Read the report

[H2] Splunk use cases and solutions

Splunk’s extensible data platform powers industry-leading security and observability solutions, plus custom applications. Here are just a few use cases and solutions.

[H4] Compliance

[H4] Advanced threat detection

[H4] Fraud prevention

[H4] AI-driven incident prediction (AIOps)

[H4] Application performance monitoring (APM)

[H4] Alert noise reduction

[H4] Compliance

[H2] Adhere to compliance requirements

[IMG: splunk-hp-usecases-compliance-r2]

Splunk automates compliance monitoring, streamlines audits, and delivers real-time security visibility, helping organizations quickly report and prove adherence to standards like PCI, HIPAA, GDPR, and more.

Learn about compliance solutions

[H4] Advanced threat detection

[H2] Rapidly detect advanced persistent threats (APTs)

[IMG: splunk-hp-usecases-advancedthreatdetection-r2]

Splunk’s behavioral analytics, machine learning, and risk scoring help analysts surface anomalies and defend against insider threats, credential access and compromise, lateral movement, and living off the land attacks.

Explore threat detection methods

[H4] Fraud prevention

[H2] Streamline fraud detection and response

[IMG: fraud prevention]

Quickly detect, investigate, and respond to fraud activities with consistency and collaboration. Splunk helps you analyze, measure, and manage fraud risk through specialized reporting and visualizations.

See advanced fraud detection

[H4] AI-driven incident prediction (AIOps)

[H2] Protect service performance with AIOps

[IMG: aiops]

Splunk IT Service Intelligence (ITSI) uses AI and machine learning to identify anomalies, correlate data from multiple monitoring sources into a single live view, reduce alert noise, and proactively prevent outages.

Learn about ITSI and AIOps

[H4] Application performance monitoring (APM)

[H2] Troubleshoot and optimize performance

[IMG: splunk-hp-usecases-apm-r2]

Spot issues in real time anywhere in the stack, from third-party APIs, the network, down to the code level. Splunk helps you accelerate MTTR with AI assistants, see impact on business KPIs, and optimize performance of SAP systems.

Discover more about APM

[H4] Alert noise reduction

[H2] Prioritize alerts with confidence

[IMG: splunk-hp-usecases-alertnoisereduction-r2]

Monitor, detect, and resolve incidents from one place and reduce noise with automated event correlation, real-time and predictive performance dashboards, and integration with IT service management tools.

Explore alert noise reduction

[H2] Customer ratings and reviews

User-Friendly Interface Offers Real-Time Security Threat Detection
Splunk has proven useful in monitoring and analyzing machine data, particularly in the scope of security and IT Operations.

Product:
Splunk Enterprise

Provides real-time visibility for improved operational performance
I can see any logs or anything related to the server or services we want to monitor, and the metrics are a good function.

Product:
Splunk Observability Cloud

Monitors and correlates data across more than 20 client environments
By consolidating 3 legacy SIEM tools into Splunk ES, we reduced licensing and infrastructure costs by about 30 percent annually.

Product:
Splunk Enterprise Security

Get connected
[H2] Start your journey with Splunk

From defending against cyber threats to scaling business performance, Splunk is with you every step of the way. Have questions? Reach out to our team.

Contact Splunk

Explore product tours
14979 chars
SUB-PAGE (https://splunk.com/en_us/customers.html) Customers | Splunk
[H2] Customer Stories

[H1] Building digital resilience together

[H2] See how the most innovative organizations are driving value with Splunk.

[IMG: childrens-national-hospital]

[IMG: childrens-national-hospital]

[H2] CUSTOMER STORY

[IMG: childrens-hospital]

[H2] Children’s National Hospital Uses Splunk for TDIR

Read the story

By bringing all that valuable telemetry into the Splunk environment, we gain the visibility needed to protect data, no matter where it lives.

Nathan Lesser,

CISO, Children's National Hospital

40%
increased in detection of threats

25%
increase in analyst productivity

[IMG: progressive-insurance]

[IMG: progressive-insurance]

[H2] CUSTOMER STORY

[IMG: progressive]

[H2] Progressive Protects Customers and Revenue with Splunk

Read the story

If we can show that monitoring was able to pick up prior to a service disruption, we’re able to show that the investments we make in the monitoring tool are giving the business value.

Jon Moore,

Domain Architect, Progressive Insurance

$120B
in market capitalization protected

8M
traces and 50M spans captured

[IMG: singapore air]

[IMG: singapore air]

[H2] CUSTOMER STORY

[IMG: singapore air]

[H2] Singapore Airlines Elevates Customer Experience

Read the story

With Splunk, Singapore Airlines can now find and fix issues faster — maximizing service uptime, optimizing customer experience, and keeping the brand’s reputation sky-high.

75%+
faster issue detection

90%
fewer backend issues

[IMG: carrefour]

[IMG: carrefour]

[H2] CUSTOMER STORY

[IMG: carrefour logo]

[H2] Carrefour Responds to Security Threats 3x Faster

Read the story

We get so much value from Splunk. It maximizes the insights we gain from analyzing detection use cases, rather than wasting time creating rules or struggling with a tool that’s too complicated.

Romaric Ducloux,

SOC Analyst, Carrefour

3x
faster threat response times

€10B
($10.45B) projected in e-commerce sales by 2026

[IMG: specsavers]

[IMG: specsavers]

[H2] CUSTOMER STORY

[IMG: specsavers logo]

[H2] Specsavers Sees 10x Faster MTTR with Splunk

Read the story

Splunk has made every team's life easier.

Andy Slater,

Observability and Automation Lead, Specsavers

100+ critical
and 500+ major incidents prevented in a single month

25,000 hours
saved monthly through automation initiatives

Filter
Results

Clear All

Sort

Featured

Newest

A-Z

Region

AMER

APAC

EMEA

Industry

Communications

Energy & Utilities

Financial Services

Healthcare

Higher Education

Manufacturing

Nonprofits

Online Services

Public Sector

Travel & Transportation

Retail

Topics

Advanced Threat Detection

AIOps

Application Performance Monitoring (APM)

Automation & Orchestration

Business Service Monitoring

Digital Experience Monitoring

Fraud Analytics & Detection

Incident Response & Management

Infrastructure Monitoring

Log Management

Observability

Security Monitoring

Products

Cloud Platform

Enterprise

Enterprise Security

Observability Cloud

IT Service Intelligence

AppDynamics

Results

results for:

filtered by:

[H4] No Results Found.

[H4]

[H4] See featured stories you might like.

[H2]

See More Stories

[H2] Resources from Splunk

[H2]
The Hidden Costs of Downtime: A $600 Billion Wake-Up Call

Up 50% since 2024, the cost of downtime has reached a breaking point. Learn what's driving it and how to protect your business.

Read the research

[H2]
Turn Operational Data into Your Superpower in the Agentic AI Era

Master the agentic AI era. Discover how to turn fragmented operational data into a strategic superpower.

Download the e-book

[H2]
Perspectives by Splunk

Executive takes on today's most pressing security and technology concerns — by leaders, for leaders.

Get fresh insights
5655 chars
SUB-PAGE (https://splunk.com/en_us/solutions/all-use-cases.html) Splunk Use Cases | Splunk
[H1] Splunk use cases
[H2] What can Splunk help me solve? Explore how your organization can become more resilient in a changing world.

Quickly find your Splunk use case

The main challenge my organization is facing is

My job role is in

Find my use case

We think these will be most relevant to you

Edit Responses

We think this fits your needs best. Want to see it in action?

Take a Guided Tour
Read More

Edit Responses

none

[IMG: foundational visibility]

Foundational visibility
The path to digital resilience starts with being able to see across the entire digital footprint.

[IMG: novuna-customer-primary-asset]

[IMG: novuna-customer-logo-white]

[H2]
Novuna Increases Uptime to Deepen Trust With Millions of Customers

Read the story

[H4] Security Use Cases

[H4] Observability Use Cases

[H2] Data optimization
Extract business value from all your data by consolidating silos across multiple tiers and organizational boundaries.

Visit use case

Model content data

[H2] Security monitoring
Centralize and analyze data, regardless of source or format, and gain end-to-end visibility

Visit use case

Model content data

[H2] Incident mangement
Use powerful security analytics to quickly investigate threats and combat security threats in seconds.

Visit use case

Model content data

[H2] Asset discovery & management
Proactive risk mitigation through continuous asset discovery and compliance monitoring.

Visit use case

Model content data

[H2] Compliance
Adhere to compliance requirements while reducing operational overhead, errors and costs with a data-centric approach.

Visit use case

Model content data

[H2] Visualization & reporting
Visualizations and reports provide full visibility of an organization’s environment, improve incident investigation and response capabilities, and help you ensure that your security posture is up-to-date.

Visit use case

Model content data

[H2] Troubleshoot mission-critical apps and infrastructure
Gain visibility across siloed log data sources to quickly troubleshoot problems in mission-critical apps and infrastructure, detect and resolve incidents quickly to keep digital systems up and running.

Visit use case

Model content data

[H2] Optimize data management
Give ITOps teams greater control over the volume and shape of their data pipelines. Accelerate investigations, boost system performance, and generate better insights from the data, all while optimizing costs.

Visit use case

Model content data

[H2] Optimize cloud monitoring
Leverage real-time metrics alongside best-in-class Splunk logs for faster troubleshooting of your cloud-related performance issues to improve your MTTx and maximize value.

Visit use case

Model content data

[H2] Optimize hybrid application performance
Help ITOps teams observe the performance and cost of Gen AI applications to ensure compliance, cost, and performance of Large Language Model (LLM) integrations.

Model content data

Model content data

Model content data

[IMG: Guided Insights]

Guided insights
Once organizations can see across their environment, they need to be able to prioritize alerts to separate the signal from the noise.

[IMG: customer-overview-manpowergroup-cs-image-card]

[IMG: splunk-soc-customer-logo-color]

[H2]
Splunk SOC Achieves a 7-Minute MTTD for Phishing Attacks With Splunk Attack Analyzer, Splunk SOAR

Read the story

[H4] Security Use Cases

[H4] Observability Use Cases

[H2] Threat hunting
Take proactive measures to uncover potential threats and raise awareness of unseen risks.

Visit use case

Model content data

[H2] Anomaly detection
Get alerts about abnormal fluctuations in your environment data with anomaly detection.

Visit use case

Model content data

[H2] Risk-based alerting
Risk-based alerting provides teams with a unique opportunity to pivot resources from traditionally reactive functions to proactive functions in the SOC.

Visit use case

Model content data

[H2] Leverage cybersecurity frameworks
Help guard against malicious threats by aligning to industry best practices or frameworks to maintain, monitor, and disable cybersecurity risks before they occur.

Visit use case

Model content data

[H2] Threat intelligence enrichment
Detect network and host activity that might indicate an advanced threat. Collect, index, correlate, and analyze all data and monitor activity patterns. Create complex searches with user-defined thresholds.

Visit use case

Model content data

Model content data

[H2] Reduce alert noise
End alert storms, find probable root cause faster and reduce MTTD and MTTR by grouping and prioritizing alerts from your existing tools

Visit use case

Model content data

[H2] Debug problems in microservices
Tap into different types of microservices data with a tool designed to make debugging processes easier and faster.

Visit use case

Model content data

Model content data

none

[IMG: proactive response]

Proactive response
When teams know where to focus, they can resolve routine alerts quickly and get ahead of complex threats and issues — preventing incidents from impacting customers.

[IMG: soriana-customer-primary-asset]

[IMG: soriana-customer-logo-white]

[H2]
With Splunk, Soriana has reduced its mean time to repair by 96% and protects its customers better from fraud.

Read the story

[H4] Security Use Cases

[H4] Observability Use Cases

[H2] Automate threat analysis
Identify and assess security threats without the need for extensive human intervention.

Visit use case

Model content data

[H2] Automate containment & response
Use automation to isolate threats, identify attacking hosts, gather evidence, and employ techniques such as sandboxes to understand the attack's behavior.

Visit use case

Model content data

[H2] Orchestrate response workflows
Embrace orchestrated response workflows, facilitated by platforms like Splunk SOAR, empowering SOCs to streamline their operations.

Visit use case

Model content data

[H2] Improve end-user experiences
Move beyond basic uptime to prioritize metrics that ensure exceptional end-user experiences with every deployment.

Visit use case

Model content data

[H2] Detect and prioritize app security vulnerabilities
Quickly locate and highlight security issues within the context of an application.Prioritize based on business impact and accelerate response with remediation guidance to secure and reduce risk to production environments.

Model content data

Model content data

[IMG: management-visibility-and-automation]

Unified workflows
Advanced organizations standardize how teams respond to incidents and streamline workflows to make it easier to collaborate.

[IMG: splunk-soc-customer-primary-asset]

[IMG: splunk-soc-customer-logo-color]

[H2]
Splunk SOC Achieves a 7-Minute MTTD for Phishing Attacks With Splunk Attack Analyzer, Splunk SOAR

Read the story

[H4] Security Use Cases

[H4] Observability Use Cases

[H2] Automate complete TDIR lifecycle
Automating the TDIR lifecycle means your teams can coordinate workflows across the detection, investigation, and response process into a single work surface.

Visit use case

Model content data

[H2] Standardize SOC processes using response templates
Using response templates within Splunk Enterprise Security allows SOC teams to provide standard response processes for unique threat scenarios or prevalent attack patterns.

Visit use case

Model content data

[H2] Automate recovery playbooks
Automated recovery playbooks streamline the incident response process, allowing security analysts to address and remediate security incidents swiftly.

Visit use case

Model content data

[H2] Federate access & analytics
Extend your threat detection, investigation, and response to data residing across data repositories. This removes blind spots in security coverage that can hinder your ability to detect advanced threats.

Visit use case

Model content data

Model content data

Model content data

[H2] Align IT and business with service monitoring
Analyze your service health alongside critical IT assets, entities, KPIs and third-party applications — from a single view.

Visit use case

Model content data

[H2] Standardize observability practices across teams
Gain more control over monitoring costs and improve developer productivity with standardized internal developer tooling.

Visit use case

Model content data

Model content data

Get started
From security to observability and beyond, Splunk helps you go from visibility to action.

Contact sales
14904 chars
SUB-PAGE (https://splunk.com/en_us/solutions/splunk-artificial-intelligence.html) Splunk AI solutions | Activate AgenticOps | Splunk
[IMG: splunk background]

[H2] artificial intelligence

Build trusted, agentic workflows that predict issues, accelerate resolution, and automate responses across teams.

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[H4] Turn Data Chaos into AI Clarity
Hear from experts on perspectives to go from data chaos to clarity in the Agentic AI era.
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[H2] 48%
of security professionals expect AI to have game-changing benefits.

[H2] 86%
of CISOs say that AI will help alleviate skills gaps and talent shortages.

[H2] 91%
of businesses state that AIOps is a key enabler for their observability goals.

[H4] AI by the numbers

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[H2] Deploy AI assistants and agents to transform machine data into resilient operations across security and observability

[H3] Bring security, IT, engineering, and networking together with shared intelligence

Unify telemetry across security, infrastructure, and networks. Give SecOps, ITOps, engineering, and NetOps teams the context to mitigate cyber risk, monitor AI from silicon to agent, and identify issues to restore services faster.

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[H3] Speed up insights and action with an AI teammate

Splunk AI Assistant helps teams investigate issues, uncover answers, and take the next best action with confidence. Grounded in your environment and guided by human approvals, it reduces manual work, speeds resolution, and helps more users get value from Splunk faster.

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[H3] Deploy hosted AI models for more accurate decisions

Speed time to value with guided workflows for building and using custom models. Analyze data, refine outputs over time, and trigger real-time alerts for common use cases like anomaly detection and predictive analytics.

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[H3] Activate agents and MCP for guided resolution

Deploy native agents that plan and execute triage or troubleshooting with human oversight, while Splunk’s Model Context Protocol (MCP) server coordinates workflows end-to-end across data sources and ecosystems.

Learn about the MCP server

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[H3] Accelerate team investigations with collaborative AI workflows

AI Canvas serves as the collaborative hub for your analysts. By working directly across unified data and context layers, it enables disparate teams to resolve complex issues together. It turns investigations into rapid, iterative execution cycles, allowing stakeholders to align on the right actions.

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[H2] CUSTOMER STORY

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[H2] REPAY Pays it Forward with AI Assistant in Splunk Observability Cloud

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With the help of AI Assistant, we were able to identify the issue quickly, understand what they were trying to do, and work with the customer to find a better way to get the data they needed.

Van Wolfe,

VP of platform engineering, REPAY

50%
faster triage

30%
Transaction latency reduced by 30%

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[H4] CUSTOMER STORY

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[H2] Bosch builds a sustainable future using data-powered insights with Splunk

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Splunk’s real-time monitoring helps us identify energy waste immediately, enabling us to take action and reduce consumption across our operations.

Harald Lukosz

Referent Product Area Stage, Bosch Rexroth

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[H4] CUSTOMER STORY

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[H2] Children’s National Hospital uses Splunk’s automation to respond and remediate threats faster

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We started talking about how we could automate that process by firing an alert to the security team and delving deeper into what was happening with these password resets so that we could stop this.

Sharon Finney,

Director of Information Security at the Children's Hospital

40%
increased in detection of threats

25%
increase in analyst productivity

RESOURCESGo deeper with Splunk AI

[H3] The AI Philosophy Powering Digital Resilience

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[H2]
An Introductory Use Case Guide: Splunk Artificial Intelligence for Observability

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[H3]
Architecting a Scalable Security Data Fabric for the AI Era

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5 Big Myths of AI and Agentic AI

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9355 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
307Review mentions (all pages)
4External proof links (all pages)
PageReviewsProof links
/ (home) 283 1
/en_us/customers.html 5 1
/en_us/solutions/all-use-cases.html 6 1
/en_us/solutions/splunk-artificial-intelligence.html 13 1
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage schema
[
    {
        "@context": "https://schema.org",
        "@type": "Organization",
        "name": "Splunk",
        "legalName": "Splunk LLC",
        "url": "https://www.splunk.com/",
        "logo": "https://www.splunk.com/content/dam/splunk2/en_us/images/social/splunk-cisco-social.jpg",
        "foundingDate": "2003-10-01",
        "address": {
            "@type": "PostalAddress",
            "streetAddress": "3098 Olsen Drive",
            "addressLocality": "San Jose",
            "addressRegion": "CA",
            "postalCode": "95128",
            "addressCountry": "US"
        },
        "ContactPoint": {
            "@type": "ContactPoint",
            "contactType": "Customer Service",
            "telephone": "+1-415-848-8400",
            "email": "support@splunk.com"
        },
        "sameAs": [
            "https://www.linkedin.com/company/splunk/",
            "https://x.com/splunk",
            "https://www.facebook.com/splunk",
            "https://www.youtube.com/user/splunkvideos",
            "https://www.instagram.com/splunk/"
        ],
        "parentOrganization": {
            "@type": "Organization",
            "name": "Cisco Systems, Inc.",
            "url": "https://www.cisco.com"
        }
    },
    {
        "@context": "https://schema.org",
        "type": "WebSite",
        "url": "https://www.splunk.com/",
        "potentialAction": {
            "type": "SearchAction",
            "target": "http://www.splunk.com/en_us/search.html?query={search_term_string}",
            "query-input": "required name=search_term_string"
        }
    },
    {
        "@context": "http://schema.org/",
        "@type": "VideoObject",
        "name": "Watch overview",
        "description": "Splunk Video",
        "thumbnailUrl": "https://play.vidyard.com/33wBDWhw2KoYbFnZVKRNm9.jpg",
        "uploadDate": "2021-01-01",
        "publisher": {
            "@type": "Organization",
            "name": "Splunk",
            "logo": {
                "@type": "ImageObject",
                "url": "https://www.splunk.com/content/dam/splunk-logo-dark.svg",
                "width": 160,
                "height": 90
            }
        },
        "contentURL": "https://play.vidyard.com/33wBDWhw2KoYbFnZVKRNm9"
    }
]
/en_us/customers.html
{
    "@context": "https://schema.org",
    "type": "WebSite",
    "url": "https://www.splunk.com/",
    "potentialAction": {
        "type": "SearchAction",
        "target": "http://www.splunk.com/en_us/search.html?query={search_term_string}",
        "query-input": "required name=search_term_string"
    }
}
/en_us/solutions/all-use-cases.html
[
    {
        "@context": "https://schema.org",
        "type": "WebSite",
        "url": "https://www.splunk.com/",
        "potentialAction": {
            "type": "SearchAction",
            "target": "http://www.splunk.com/en_us/search.html?query={search_term_string}",
            "query-input": "required name=search_term_string"
        }
    },
    {
        "@context": "https://schema.org",
        "@type": "NewsArticle",
        "mainEntityOfPage": {
            "@type": "WebPage",
            "@id": "https://google.com/article"
        },
        "image": [],
        "author": {
            "@type": "Person"
        },
        "publisher": {
            "@type": "Organization"
        },
        "logo": {
            "@type": "ImageObject"
        }
    }
]
/en_us/solutions/splunk-artificial-intelligence.html
[
    {
        "@context": "https://schema.org",
        "type": "WebSite",
        "url": "https://www.splunk.com/",
        "potentialAction": {
            "type": "SearchAction",
            "target": "http://www.splunk.com/en_us/search.html?query={search_term_string}",
            "query-input": "required name=search_term_string"
        }
    },
    {
        "@context": "https://schema.org",
        "@type": "NewsArticle",
        "mainEntityOfPage": {
            "@type": "WebPage",
            "@id": "https://google.com/article"
        },
        "image": [],
        "author": {
            "@type": "Person"
        },
        "publisher": {
            "@type": "Organization"
        },
        "logo": {
            "@type": "ImageObject"
        }
    }
]

Your Diagnosis

Before revealing the machine’s verdict, predict the BS score for each signal. Higher = more BS (more fluff, less verifiable substance). Drag each slider, then submit to compare your judgment against the engine.

Information Density 0 / 30
Read the Narrative & headings: do hard facts (prices, dates, numbers) outweigh fluff power-words?
Semantic Coherence 0 / 20
Compare the homepage promise against the sub-page reality. Do they hold the same line?
Trust & Proof 0 / 20
Weigh review mentions against actual external proof links. Claims without verification = theatre.
Commodity Fingerprint 0 / 15
Check headings & narrative against the industry clichés in the setup above.
Identity & Authority 0 / 15
Inspect the schema: is there real Organization/Person identity with sameAs links, or gaps?
Your predicted BS score 0 / 100
💡 Stuck? Reveal the heuristic lens — how the deterministic page-auditor reads each signal (no AI, pure pattern rules)

These are the structural rules a local, deterministic auditor applies — the same lens you can use to judge each signal. They describe what to look for, not this company’s result.

Information Density

Classify each sentence as substantive or hollow. Grounding markers — numbers, currencies, dates, technical units, named entities — outweigh marketing adjectives. When fluff sits right next to hard evidence, the fluff is forgiven.

Semantic Alignment

Pull the main entities out of the H1, then check whether they actually recur through the body. A page that announces one thing and then talks about another drifts. Headings with no real sentences underneath read as pseudo-substance.

Trust & Proof

Count trust words (review, testimonial, rating, verified) against real outbound proof links (Google, Trustpilot, Clutch, G2, Yelp). Lots of trust language with zero verification links is trust theatre. Unlinked logo galleries count against it.

Commodity Fingerprint

Look at how much sentence length varies. Natural writing varies its rhythm; templated or mass-produced copy is statistically uniform. Very low variation reads as commodity content — unless unique named entities break the pattern.

Identity & Authority

Inspect the JSON-LD. Is there an Organization or Person schema, and does it carry sameAs links to real external profiles (LinkedIn, socials)? Missing schema or no identity declaration signals an anonymous entity.

Want to apply this lens yourself? The free BS Indicator Chrome extension runs these heuristic checks live on any page. Bear in mind it is a single-page, deterministic tool — it relies only on pattern rules for the page in front of it and does not perform the cross-page semantic correlation this audit uses, so its readout is a starting lens, not the full verdict.

B
BS Level
Security, Surveillance & Cybersecurity
36.6 Avg BS

Based on 369 businesses audited.

BS Detector

Security, Surveillance & Cybersecurity BS: Splunk (splunk.com)

https://splunk.com 📍 Industry: Security, Surveillance & Cybersecurity
18 BS / 100

Splunk is a rare example of a company that uses heavy enterprise jargon but backs it with forensic-level proof. The site functions more like a performance report than a brochure, providing a clear path from buzzwords to technical reality. It is a benchmark for minimal bullshit in high-stakes B2B software.

Info Density Power-words vs. Substance ratio.
7
23% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
1
5% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
3
15% BS
Commodity Fingerprint Detection of industry clichés/templates.
7
47% BS
Identity & Authority Expert verifiability & Schema depth.
0
0% BS

1. Diversify heading language to rely less on the word Agentic, which is reaching concept saturation. 2. Ensure that the 2000+ integrations are filterable or searchable from the homepage to move from a claim to a demonstrated tool. 3. Update the schema to include more granular Person schema for the cited CISOs to further bridge the authority gap. 4. Maintain temporal relevance by updating the 2026 report references as they age throughout the year.

The site perfectly aligns with the Security and Cybersecurity classification, focusing on enterprise-scale SIEM, SOC operations, and observability. The content consistently references industry-standard frameworks and specific technical deliverables like TDIR (Threat Detection, Investigation, and Response).

“The score of 18 is primarily composed of minor penalties for concept repetition and industry-standard template usage. The site was awarded 0 points for Identity and Authority and near-zero for Semantic Coherence due to its exceptional technical implementation and messaging alignment. It is effectively a zero-bullshit environment relative to the industry average.”

Verified Analysis Date: June 19, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result