Unsanctioned Tools, Invisible Data
GenAI tools used without IT's knowledge create invisible data flows and ungoverned accounts.
AIDR · Sweden
Managed AI Detection & Response
Managed AI Detection & Response in Sweden
eBuilder Security’s managed AIDR discovers shadow AI, blocks prompt injection and helps stop sensitive data leaks into public LLMs, powered by CrowdStrike Falcon.
eBuilder Security · AIDR Console
LIVE · Falcon AIDR
Live AI-usage feed
SOC ACTIVE
00:00:00
Trusted across Sweden and the Nordics
40+ Swedish Kommuner, Regions &
40+ Swedish Kommuner, Regions &
EU-Regulated Enterprises
Including a strategic, multi-year engagement to strengthen Sweden's critical public sector. The same Sweden-based SOC and named analysts behind our MDR service run your AI Detection & Response.
3-minute median response
EU AI Act, NIS2 & GDPR coverage
Swedish 24/7 SOC
CrowdStrike partner
Trusted by 40+ Swedish Kommuner, Regions and
EU-Regulated Enterprises Since 2003
Why now
AI Adoption Is Outpacing Your Controls
Employees and agents are already using AI you cannot see. For a regulated Swedish organisation, the exposure is three-fold.
Hijacked Assistants and Agents
Malicious instructions, including attacks hidden in images, push assistants and agents to exfiltrate data or take unauthorised actions.
Secrets Pasted into Public LLMs
Confidential, personal or regulated data pasted into public AI tools is a GDPR and trade-secret exposure.
Obligations Are Landing Now
The EU AI Act is phasing in through 2025 and 2026. Governance of how your organisation uses AI is moving from optional to expected.
SFS 2025:1506 Is Swedish Law
NIS2 entered Swedish statute on 15 January 2026. Boards of covered entities carry personal liability for security measures.
The Board Is Personally on the Hook
NIS2 Article 20 places personal liability on directors for inadequate cybersecurity risk management. Sign-off is no longer the CISO's alone.
Up to €10M or 2% of Turnover
For essential entities, sanktionsavgifter reach €10 million or 2% of global annual turnover, whichever is higher.
A New, Ungoverned Surface
AI agents and MCP connections act on your behalf. Most organisations have no policy, no logging and no kill switch for them.
EU Hosting Is Not Always Enough
Under Schrems II and the US CLOUD Act, a US-controlled provider can still be compelled to hand over data, even when it sits inside the EU.
45%
of employees use AI tools without IT's knowledge · Gusto
180+
prompt-injection techniques tracked · CrowdStrike taxonomy
61%
of organisations cannot enforce their AI governance policy · IBM / Ponemon 2025
62%
of organisations are testing or scaling AI agents · McKinsey 2025
Definition
What Is AI Detection & Response (AIDR)?
AI Detection & Response (AIDR) is a security discipline that protects how an organisation uses AI. It discovers shadow-AI tools, blocks prompt-injection attacks at runtime, prevents sensitive data leaking into public LLMs and governs AI agents and MCP connections. Where EDR secures endpoints and XDR correlates telemetry across endpoint, email and cloud, AIDR secures the AI interaction layer itself: prompts, responses, models, agents and AI data flows.
AIDR vs EDR vs XDR
| AIDR | EDR | XDR | |
|---|---|---|---|
| Protects | AI usage: prompts, responses, models, agents, AI data flows | Endpoints and devices | Endpoints, email and cloud, correlated |
| Stops shadow AI | Yes | No | Partial |
| Blocks prompt injection at runtime | Yes | No | No |
| AI data-loss prevention | Yes | Limited | Partial |
| Agent and MCP governance | Yes | No | No |
| Delivery | Managed by a Swedish SOC | Tool or managed | Tool or managed |
Compliance
AI Detection & Response Mapped to the EU AI Act, NIS2 and GDPR
Govern AI use against the rules your board answers for. A supervisor asks for evidence, not intentions.
EU AI Act
Governance of AI in Use
You need oversight of which AI systems are used, by whom and for what, with records.
eBuilder Security delivers: a live shadow-AI inventory and usage policy. Evidence: prompt-and-response logs and an AI-usage register.
NIS2 · Art. 21.2a
Continuous Monitoring
Active, documented detection of anomalies across your environment, including AI.
eBuilder Security delivers: always-on monitoring from a Swedish SOC with timestamped logs ready for supervisory review.
GDPR · Art. 5 & 32
No Regulated Data to Public LLMs
Personal and regulated data must not flow to tools without a lawful basis and safeguards.
eBuilder Security delivers: AI-DLP that blocks, masks or encrypts sensitive content before it reaches a model.
DORA · Art. 5 & 17
ICT and AI Risk for Finance
Financial entities must classify and document ICT risk, including AI tooling and third parties.
eBuilder Security delivers: AI-usage records aligned to DORA classification, run from a Swedish SOC.
Free download
The NIS2 and AI-Governance Gap Checklist
A board-ready checklist that shows where AI use breaks your obligations under the EU AI Act, NIS2 and GDPR, written for the Swedish regulatory context.
- Find where shadow AI and agents sit outside your current controls.
- See which obligations AIDR closes and which need an adjacent service.
- Takes about 20 minutes. No sales call required to see your result.
Built for the Swedish regulatory context and free to download.
Get the Gap Checklist
Delivered to your inbox. EU data residency. We process only what the checklist needs.
EU data residency. We do not sell or share your answers.
A Swedish Managed Service or Another Tool to Run?
Falcon AIDR is capable on its own. The question for a regulated Swedish organisation is who runs it at 3am and who answers when an agent goes wrong.
| Managed AIDR (eBuilder Security on Falcon) | DIY tool | |
|---|---|---|
| Who runs it | 24/7 human-led Swedish SOC | Your team |
| Time to value | Days | Weeks to months |
| Response | 3-minute median, named analyst | Depends on staffing |
| Compliance mapping | EU AI Act, NIS2 and GDPR built in | Self-assembled |
What You Get and How We Turn It On
Falcon AI Detection & Response supplies the runtime engine. eBuilder Security supplies the people, the policy and the Swedish SOC that runs it for you. Here is what is included, how onboarding goes and why we inspect at runtime rather than after the fact.
Shadow-AI Discovery and AI Visibility
We continuously find unsanctioned AI tools and map how users, prompts, models, agents and MCP servers relate to each other.
Prompt-Injection Defence
Every input and output is inspected at runtime, including attacks hidden in images, and malicious prompts are blocked before they act.
AI Data-Loss Prevention (AI-DLP)
Credentials and regulated data are identified and blocked before they reach a model, or masked and encrypted instead of breaking the workflow.
Agent and MCP Governance
Policy is enforced across users, agents, tools and models, with full prompt-and-response logging kept for audit.
Human-Led Monitoring and Response
Our Sweden-based SOC watches AI events around the clock and acts on them, so a flagged prompt becomes a handled incident, not another alert in a queue.
3-minute median responseCompliance Evidence and Reporting
You get the logs, policy records and board-ready reporting that map AI use to the EU AI Act, NIS2 and GDPR.
How Onboarding Runs
01
Week 1
Discover
We map your shadow-AI exposure and AI data flows. This is the output of the free assessment, so you see the picture before you commit to anything.
02
Onboarding
Onboard Falcon AIDR
Falcon AIDR is enabled with no proxies and no re-architecture, then connected to our Sweden SOC for monitoring.
03
Onboarding
Set Policy
We align AI-usage and AI-DLP policy to NIS2, the EU AI Act and your own risk appetite, so the controls match how your people actually work.
04
Ongoing
Monitor and Respond
24/7 human-led detection and response from named analysts who know your environment, with a 3-minute median response and a named senior analyst on call.
Most organisations are live in days, not months.
A prompt-injection attack or a data leak happens in the moment the prompt runs, not in a log you read tomorrow.
Detection After the Fact Is Too Late
Once sensitive data has reached a public model, it is gone. Once an agent has acted on a malicious instruction, the action has happened. Runtime inspection is the only point where you can still stop it.
Attacks Hide Where Logs Do Not Look
Prompt injection can be buried inside an image or a document an assistant is asked to read. Inspecting the live input and output catches what a periodic scan of stored data misses.
A Human Still Has to Decide
Runtime blocking stops the obvious. The grey cases, a borderline prompt, an agent doing something unusual, need a person who understands your environment to make the call. That is the SOC's job.
Runtime engine from Falcon AIDR. Human judgement from a Swedish SOC, with a 3-minute median response.
Built on CrowdStrike
Built on CrowdStrike Falcon AIDR
From the pioneer of EDR, MDR and CDR, Falcon AIDR secures the AI attack surface and detects threats in AI applications at runtime, with no proxies and no architectural changes. eBuilder Security operates it for you as a CrowdStrike partner from our Swedish SOC.
99%
Prompt-attack detection
Vendor benchmark for runtime prompt-attack detection.
<30ms
Detection latency
Inspection that keeps pace with live AI traffic.
What changes
What Changes After Onboarding
You do not have to take the outcomes on trust. Within the first weeks you can see the difference in your own environment. Here is what that looks like.
Visibility
A shadow-AI inventory you did not have last week: the tools, accounts and agents your people are actually using, mapped to the data they touch.
Control
AI-DLP and prompt-injection policy enforced at runtime, so a risky prompt is stopped or masked in the moment rather than discovered later.
Assurance
A board-ready compliance line for the EU AI Act and NIS2, backed by the logs and reporting to prove it when a supervisor asks.
Trusted by IT & Security Leaders Across Sweden & Europe
"
Through their range of security services and our decision to choose their MDR solution, eBuilder Security has significantly elevated our security posture. During the implementation phase, they were quick to assist and propose solutions to any challenges we encountered. The transition from project to production has been smooth, and their backend team quickly grasped our business needs. eBuilder Security is a valued partner for our future security efforts.
Gerth Ericsson
IT Manager, Vandewiele, Sweden
"
eBuilder Security helps us meet our IT and information security needs. We are very satisfied by their deep knowledge, comprehensive services, and dedication to strengthening our cybersecurity posture. From End Point Protection and advisory and auditing to penetration testing, eBuilder Security has been a reliable partner in safeguarding our organization.
Christian Sørensen
Internal Operations Director, Médecins Sans Frontières, Norway
"
The product increases knowledge and security awareness. It helps organizations develop a good information security culture. I am particularly pleased that it is an end-to-end solution where eBuilder Security takes care of the entire process from kick-off to reporting, while allowing for customization to suit the conditions unique to our business.
Per Eriksson
Information Security Strategist, Varbergs Kommun, Sweden
Who we work with
AI Detection & Response for Your Sector
The AI risk is universal. The regulatory pressure is not. These are the sectors where governed AI use matters most in Sweden.
Managed AI Detection & ResponseR
What's Included in Every Plan
Model
Flat per-seat or per-endpoint
Per-GB log volume charge
None
Incident surcharge
None
Falcon AIDR licence
Included
Swedish SOC monitoring
Included
Contract term
12 / 24 / 36 months
We turn quotes around quickly, usually within 48 hours.
Pricing
Simple, Predictable Pricing
AI Detection & Response is priced to be easy to budget and easy to explain to procurement. No per-gigabyte log surprises and no incident surcharge. Here is the shape of it.
Why Per-Seat, Not Per-Incident
Security spend should be predictable. Pricing that spikes when you have an incident punishes you for the exact moment you need help most. A flat per-seat model means the bill does not change because you had a bad week.
What Sits Inside the Fee
The Falcon AI Detection & Response engine, the Swedish SOC that runs it, policy setup, and your compliance reporting are all part of the service. You are buying an outcome, not assembling a stack of line items.
Questions
AI Detection & Response, Answered
Real questions a security leader types, answered in two to three sentences.
What is AI Detection & Response (AIDR)?
AIDR is a security discipline that protects how an organisation uses AI: discovering shadow AI, blocking prompt injection, preventing data leaks to public LLMs, and governing AI agents and MCP connections.
How is AIDR different from EDR and XDR?
EDR secures endpoints and XDR correlates across endpoints, email and cloud. AIDR secures the AI layer itself, the prompts, models, agents and AI data flows, which the others do not cover.
What is shadow AI?
Shadow AI is the use of unsanctioned AI tools and accounts without IT's knowledge, creating invisible, ungoverned data flows.
How do you stop prompt injection?
Falcon AIDR inspects every input and output at runtime, including attacks hidden in images, and blocks malicious prompts. Human-led response then comes from our Swedish SOC.
Can AIDR prevent data leaks to ChatGPT?
Yes. AI-DLP identifies and blocks credentials and regulated data before they reach a model, and can mask or encrypt sensitive content instead of blocking the whole workflow.
Does AIDR help with EU AI Act and GDPR compliance?
Yes. It gives you AI-usage governance and full prompt-and-response logs that map to the EU AI Act, NIS2 and GDPR obligations your board is liable for.
Can an MSSP deliver AIDR as a managed service?
Yes, and that is eBuilder Security's model. We run CrowdStrike Falcon AIDR for you from a Sweden-based 24/7 SOC, so you do not have to operate another tool yourself.
How fast can we be live?
Onboarding needs no proxies and no re-architecture, so it is fast. Most organisations are live in days, not months.
How is AI Detection & Response priced?
Pricing is a flat per-seat or per-endpoint monthly fee, with no per-gigabyte log charge and no incident surcharge. The Falcon AIDR licence and the Swedish SOC are included in the service.
See Your Shadow-AI Exposure,
Then Decide.
Book a 30-minute security briefing. We will walk through where AI is already in use across your organisation and what it would take to govern it. No slide deck and no obligation.
Book a 30-minute briefing
A named senior analyst, not a call-centre
Bring your DPO
Shadow-AI Exposure Check
Instant read
Do staff use ChatGPT or Copilot for work?
Are any AI agents or MCP connections live?
Is a written AI-usage policy actually enforced?
Indicative only, for the conversation. Not a formal assessment.
Stronger Together: Pair AIDR with These Services
AIDR governs how your organisation uses AI. These complementary services secure everything around it: the endpoints, the people and the strategy.
Managed Detection & Response
24/7 SOC, Sweden
AIDR secures your AI layer; MDR watches everything else. Round-the-clock human-led detection and response with a named Swedish analyst, not a ticket queue.
Penetration Testing
Offensive Security
Probe your AI tooling and the systems behind it. Expert-led testing across web, cloud, API, network and Active Directory with actionable remediation guidance.
Security Awareness
& Phishing Simulation
Most AI risk starts with people. Nano lessons and realistic phishing simulations that strengthen your human layer of defence alongside AIDR's runtime controls.
CISO as a Service
Strategic Advisory
AIDR gives you AI visibility while vCISO gives you strategy. Board-level governance, compliance leadership and vendor risk management without a full-time hire.