AI-Powered Infrastructure Threat Detection
Automated, ML-driven security monitoring and response for teams with no dedicated cybersecurity staff.
Most SMBs face the same threats as large enterprises without the budget for a security operations team. A compromised server or stolen credential can go undetected for weeks. Amazon GuardDuty gives you continuous, machine-learning threat detection, AWS Security Hub consolidates findings and compliance checks into one score, and an automated response pipeline remediates common issues without human intervention. Tyflex deploys the full detect–aggregate–route–remediate–notify pipeline — typically within a business week.
Sources: Getting started with GuardDuty; AWS Security Hub features; ASR deployment guide.
The problem
- No budget for a dedicated security operations team, but enterprise-scale threats — 46% of breaches hit businesses under 1,000 staff
- Compromised servers or stolen credentials undetected for weeks
- Manual log review doesn't scale; traditional SIEM tools need specialist staff to run
- Small IT teams spend hours reacting to incidents they should have caught automatically
What we deliver
GuardDuty analysing account activity, network traffic and DNS for credential misuse and unauthorised access
Security Hub consolidating findings plus CIS / AWS FSBP / NIST / PCI DSS checks into a single 0–100 score
Automated remediation playbooks for common misconfigurations — no servers to manage
Email or chat alerts on every finding, so nothing is missed
How it works
- 01
Detect
GuardDuty continuously analyses CloudTrail events, VPC flow logs and DNS queries with ML and anomaly detection — no agents for foundational monitoring.
- 02
Aggregate
Security Hub collects the findings alongside automated compliance checks into one dashboard with a consolidated security score.
- 03
Route and remediate
EventBridge captures findings in near real time and routes them to Step Functions, which runs Lambda / Systems Manager playbooks from the Automated Security Response solution.
- 04
Notify
SNS delivers an alert via email or chat, closing the loop on every finding. Auto-remediation starts notification-only and expands as you gain confidence.
Frequently asked questions
Not for foundational monitoring — GuardDuty works from CloudTrail, VPC flow logs and DNS logs. Runtime monitoring with agents is optional, added after you've validated findings.
Technical deep-dive
Implementation guides and the solution design document for AI-Powered Infrastructure Threat Detection are available to evaluators on request.
Built with AWS support
ADMA Digital, Omniflex and Vekta — the platforms Tyflex builds and co-develops on AWS.
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