Use Cases

From reactive SOC to preemptive security operations.

AiStrike makes your existing SIEM, EDR, and SOAR measurably more effective — across detection, investigation, hunting, exposure, and response.

DETECTION ENGINEERING
Detections that don't decay.
Auto-create, tune, and validate detection content against real telemetry. Retire the rules that never fire -sharpen the ones that do.
SEE DETAILS
Detections that don't decay.
The Challenge
Detection libraries decay. Most SIEM rules never fire, a small subset generates the majority of alerts, and coverage gaps stay invisible until an incident exposes them.
What AiStrike Does
  • Auto-creates and tunes detection content using DSLM
  • Maps detections to real-world threats and behaviors
  • Identifies and tunes noisy, redundant, dormant rules
  • Continuously validates efficacy against real telemetry
Operational Outcome
Up to 90% reduction in alert noise
Continuous expansion of detection coverage
Higher fidelity alerts, no headcount increase
ALERT TRIAGE & INVESTIGATION
Every alert investigated.
Correlate signals across identity, endpoint, cloud, and network. Reconstruct full attack narratives at machine speed.
SEE DETAILS
Every alert investigated.
The Challenge
Tier-1 analyst capacity is the bottleneck in most SOCs. Alert volume grows faster than headcount, dwell time grows when queues back up, and burnout drives the attrition that compounds the problem.
What AiStrike Does
  • Automates triage and investigation at machine speed
  • Correlates identity, endpoint, cloud, network signals
  • Reconstructs full attack narratives
  • Surfaces only high-confidence, actionable incidents
Operational Outcome
Under 4-minute investigations
Up to 98% of alerts handled without human triage
Analysts focus on decisions, not data gathering
SECURITY ANALYTICS
Insider risk, without a separate stack.
Behavioral and semantic analysis across entity, host, network, and application telemetry - no separate tools or analyst pods.
SEE DETAILS
Insider risk, without a separate stack.
The Challenge
Insider risk, AppSec monitoring, and fraud signal correlation typically require separate tools and dedicated analyst teams. They're first to lose attention under load — and first exploited when adversaries chain subtle signals across domains.
What AiStrike Does
  • DSLM-driven behavioral and semantic analysis
  • Detects privilege misuse and exfiltration patterns
  • Identifies application-layer exposure risks
  • Correlates entity, host, network, and app telemetry
Operational Outcome
Continuous visibility into insider and AppSec risk
No separate tools or dedicated analyst pods
Detects threats that rules-based systems miss
AUTONOMOUS THREAT HUNTING
Hunt continuously, not quarterly
Hypothesis-driven hunts running against real-time intelligence, surfacing only validated findings - not reports to triage later.
SEE DETAILS
Hunt continuously, not quarterly.
The Challenge
Threat hunting is the highest-leverage SOC activity, and the first sacrificed under operational pressure. Most enterprises hunt quarterly at best, against intelligence that's already weeks old.
What AiStrike Does
  • Runs continuous, hypothesis-driven threat hunts
  • Leverages real-time intel to drive hunt patterns
  • Automates investigation paths, eliminates false positives
  • Surfaces only validated findings
Operational Outcome
Threat hunting becomes continuous, not periodic
Findings delivered as actionable insights
Increased detection of unknown and emerging threats
Threat Intel Exposure Assessment
Know where you're exposed, instantly.
When new intel drops, AiStrike correlates it against your asset inventory, detections, and vulnerability state in real time.
SEE DETAILS
Know where you're exposed, instantly.
The Challenge
When new intel drops — a CVE, a TTP, a campaign indicator — most teams can't answer "are we exposed, and where?" within the window that matters. By the time exposure is mapped manually, prioritization is already stale.
What AiStrike Does
  • Correlates intel with asset and vulnerability state
  • Cross-references raw events and current detections
  • Identifies exploitable assets in real time
  • Prioritizes remediation based on actual risk
Operational Outcome
Exposure identified in minutes, not days
Risk prioritization based on exploitability
Faster, more effective remediation
RESPONSE ORCHESTRATION
Automated response, analyst in control.
Al-generated playbooks tailored to each investigation. Automated controls across endpoint, network, cloud, and identity.
SEE DETAILS
Automated response, analyst in control.
The Challenge
Response delays are rarely caused by ignorance of what to do. They're caused by handoffs — between tools, teams, and shifts — and by case management overhead that consumes analyst time after the decision is made.
What AiStrike Does
  • Orchestrates automated and analyst-in-the-loop controls
  • AI-generated playbooks tailored to each investigation
  • Response across endpoint, network, cloud, and identity
  • Auto-generates and maintains case records
Operational Outcome
Faster containment and reduced dwell time
Consistent, repeatable response actions
Case documentation generated automatically
BUILD YOUR OWN AGENT
Workflows shaped to your stack.
Composable, agent-based framework. Build custom workflows from DSLM intelligence and your existing integrations.
SEE DETAILS
Workflows shaped to your stack.
The Challenge
Every SOC has workflows shaped by its own stack, regulatory posture, and operational quirks. Vendor automations rarely fit cleanly, and bespoke automation traditionally requires engineering investment most teams can't sustain.
What AiStrike Does
  • Composable, agent-based framework
  • Custom workflows from DSLM intelligence and integrations
  • Pre-built orchestration primitives
  • Federated, model-agnostic architecture
Operational Outcome
Custom workflows without engineering burden
Platform adapts to your operating model
Consistent automation across all use cases

See AiStrike on your actual alerts.

30-minute working session with our team — connected to a representative slice of your environment.