Automate the Hunt. Elevate the Hunter.
Automated threat hunting that validates hypotheses end-to-end. Simbian's AI Threat Hunt Agent runs federated hunts across Microsoft Sentinel, Splunk, EDR, cloud, and identity in parallel, across months of data, without an analyst in the loop.
Trusted by leading enterprises and MSSPs
0xThreat hunt productivity
MonthsOf historical telemetry analyzed per hunt
0Playbooks required
Simbian's Automated Threat Hunting Platform: From Hypothesis to Verdict
AI threat hunting and automated threat hunting in one platform. Runs continuously, validates in parallel, and feeds every other agent on the Simbian stack. 24x7, no playbooks.
Hypothesize
Natural-Language Hypothesis Input
Describe the hunt in plain English. The AI Threat Hunt Agent parses intent, identifies data sources, and builds the hunt. No KQL or SPL required.
Automated MITRE ATT&CK Mapping
Every hypothesis maps to specific MITRE ATT&CK tactics and techniques, so hunts test real TTPs and confirmed findings are immediately actionable.
Curated Hunt Pack Library
Pre-built hunt packs cover emerging threats, threat actor TTPs, vulnerability exposure, ATT&CK techniques, and operational anomalies. Start hunting in minutes.
Risk-Free Hypothesis Testing
A bad hypothesis used to cost 10–20 hours. Now it costs minutes. Test the long-tail hunts your team skips and find what others miss.
Hunt
Federated Cross-Stack Threat Hunts
Queries Microsoft Sentinel, Splunk, EDR, cloud, and identity in parallel. Federated reasoning unifies evidence no single tool can correlate alone.
Parallel Hypothesis Execution
Multiple hypotheses run simultaneously. One senior hunter directs a team's worth of output without waiting for one hunt to finish before starting the next.
Months of Historical Hunt Data
Search months of logs, not just the recent weeks a human can manually reach. Catch low-and-slow and living-off-the-land attacks that evade real-time detection.
Context Lake™ Enrichment per Hunt
Org-specific entity intel, SOPs, HR signals, and tribal knowledge filter false positives. Hunts get smarter every cycle. Generic threat intel doesn't.
Conclude
Glass-Box Reasoning Trace
Every hypothesis returns a verdict with queries run, evidence gathered, and reasoning path. Your hunters audit conclusions, not raw logs.
True or False Positive Verdict
The AI Threat Hunt Agent confirms or refutes each hypothesis with supporting evidence. Hunters review confirmed findings, not unfiltered query output.
Policy-Tuned Auto-Containment
Confirmed threats trigger containment via your EDR or IdP automatically, or wait for analyst approval per policy. Set the rule once, the agent follows it.
Cross-Agent Feedback to SOC and Pentest
Every confirmed finding writes to Context Lake™. Your AI SOC Agent learns new alert patterns and your AI Pentest Agent re-scopes attack paths.
AI for Automated SecOps
Threat hunting doesn't sit in a silo. Simbian's AI Threat Hunt Agent shares Context Lake™ with the AI SOC, Pentest, GRC, and NetSecOps Agents. Every hunt finding hardens the rest of your stack.
Threat HuntHunter Hypothesis
Hypothesis Mapping
Federated Hunt
Hypothesis Validation
Verdict + Containment
Hunt Refinement
Threat HuntHunter Hypothesis
Hypothesis Mapping
Federated Hunt
Hypothesis Validation
Verdict + Containment
Hunt Refinement
SOCDetection Eng.
Triage
Investigate
Contain
Incident Response
Client Comms
SOCDetection Eng.
Triage
Investigate
Contain
Incident Response
Client Comms
PenTestLearn & Plan
Scan & Enumeration
Assess Vulnerability
Exploit & Validate
Report
Remediate & Retest
PenTestLearn & Plan
Scan & Enumeration
Assess Vulnerability
Exploit & Validate
Report
Remediate & Retest
SecDevOpsAlert Integration
Request Validation
Low Risk Change Execution
Change Reporting
High Risk Change Execution
Change Validation
SecDevOpsAlert Integration
Request Validation
Low Risk Change Execution
Change Reporting
High Risk Change Execution
Change Validation
Simbian AI
Your team
Why Manual and Managed Threat Hunting Both Miss Adversaries
The Reality
Threat Hunters Aren't Underperforming. They're Underscaled.
A typical threat hunt takes 10–20 hours of cross-tool investigation. The average senior hunter validates one to two hypotheses a day. Most hypotheses never get tested, not for lack of ideas, but lack of capacity.
Meanwhile, 50% of breaches are still surfaced by outsiders (Verizon DBIR, 2024). Living-off-the-land and low-and-slow attacks slip past detection rules, and your hunters can't reach them in time. Manual threat hunting is structurally outpaced by the threats it's meant to find. Managed threat hunting services trade scale for vendor dependency and high ongoing cost.
- 10–20 hours per manual threat hunt; most hypotheses never tested
- Recent weeks of data accessible manually; months of historical telemetry stay invisible
- 61% of orgs cite staffing as the top threat hunting barrier (SANS, 2025)
Differentiator · 24×7 Autonomy
Simbian Validates 50+ Hypotheses a Week, Automatically
Simbian's AI Threat Hunt Agent executes hunts end-to-end across Microsoft Sentinel, Splunk, EDR, cloud, and identity. In parallel, against months of historical data. Hypothesis to verdict in minutes. Automated threat hunting that runs while your team sleeps.
Context Lake™ reasons across security and non-security data (HR, CMDB, tribal knowledge) so hunts are org-specific from the first query. Every finding writes back, so every other Simbian Agent gets smarter.
- 5–10× hunter productivity in production deployments
- Months of historical hunt data, federated across the full security stack
- Every hunt finding hardens SOC alerts and scopes the next pentest
Manual vs Managed vs Automated Threat Hunting: Simbian's AI Threat Hunt Agent
AI Threat Hunt AgentHypotheses validated per analyst per week
Manual Threat Hunting
5–10
Simbian
50+
Time per hypothesis
Manual Threat Hunting
10–20 hours
Simbian
Minutes
Hypothesis execution
Manual Threat Hunting
Sequential
Simbian
Parallel
Historical data depth
Manual Threat Hunting
Recent weeks
Simbian
Months across all sources
Cross-agent learning
Manual Threat Hunting
None
Simbian
SOC + Pentest + GRC auto-improved
From deployment to first hunt
Manual Threat Hunting
Weeks
Simbian
Days
Automated Threat Hunting Platform Across Microsoft Sentinel, Splunk, and 100+ Tools
Federated reasoning across the security data lakes, EDR, cloud, and identity tools your hunters already use. No agent install. No data migration.
Cyber Threat Hunting FAQs
No. Simbian's AI Threat Hunt Agent queries Microsoft Sentinel and Splunk natively. It doesn't replace them. Federated reasoning unifies evidence across your security data lakes, EDR, cloud, and identity tools simultaneously. Your existing security stack stays in place; the AI Threat Hunt Agent makes it hunt at machine speed.
Threat hunting, also called cyber threat hunting or proactive threat hunting, is the practice of searching through security telemetry for adversary behaviour that has evaded automated detection rules. Hunters form a hypothesis (e.g., "are we seeing living-off-the-land binaries in privileged sessions?"), then validate it across SIEM, EDR, identity, and cloud using threat hunting techniques like MITRE ATT&CK mapping, anomaly detection, and behavioural analytics. A modern threat hunting platform like Simbian's AI Threat Hunt Agent replaces the 10–20 hours of manual cross-tool investigation with end-to-end threat hunting automation. Same rigour, machine speed.
Query assistants generate queries; your analyst still runs the hunt. Simbian's AI Threat Hunt Agent runs the hunt end-to-end. It maps every hypothesis to MITRE ATT&CK techniques, queries every connected tool in parallel, applies Context Lake™ enrichment for org-specific filtering, and returns a verdict with a full reasoning trace. This is automated threat hunting and a complete automated threat hunting tool, not automated query authoring.
No. That's the bottleneck the agent removes. Every hypothesis returns a verdict (confirmed or refuted) with a full reasoning trace, evidence chain, and MITRE ATT&CK mapping. Hunters audit conclusions, not raw logs. Human-in-control, not human-in-the-loop. A bad hypothesis costs minutes instead of 10–20 hours, so your team tests far more of them and finds what others miss.
Simbian is a Microsoft Partner with a joint preview integration into the Microsoft Sentinel data lake. M365 E5 customers can run automated threat hunts across months of Sentinel telemetry: broad sweep across the full data lake, deep investigation with Context Lake™ enrichment, and policy-tuned containment. Every hunt amplifies Sentinel and Defender value without leaving the Microsoft stack.
Yes. That's the point of automated threat hunting at scale. Months of historical telemetry across Sentinel, Splunk, EDR, and identity. MITRE ATT&CK technique mapping for every hypothesis. Context Lake™ for org-specific behavioural baseline. Slow-and-low and LOTL attacks that evade real-time detection show up in historical data, and Simbian's AI Threat Hunt Agent reaches them at machine speed, 24/7.
What Our Customers Say
Simbian's AI Agents consistently deliver precise and accurate responses, significantly easing our workload. What used to take days now takes minutes, and we're thrilled with how seamlessly it integrates into our existing processes. It's not just about saving time; it's about maintaining the highest standards of security and accuracy, which is exactly what Simbian enables us to do.
Matillion
Suchit Mishra
Director of Information Security
Security is a domain of ever-increasing complexity. Every day a security incident brings new variables. Simbian is building a fully autonomous security platform. We are excited to partner with them as it allows us to be strategic in our security goals, leaving mechanics of security to Simbian.
Axelar
Sergey Gorbunov
Co-founder
Security partners, especially MSSPs and MDRs, are at a critical juncture. Attacks are getting accelerated with AI. We must use AI on defense side too. We have gotten great support from Simbian with its fully autonomous security. It allows us to do more with less, directly impacting both our top and bottom lines.
Cybalt
Khirodra Mishra
CEO
Simbian's platform takes a straightforward approach to solving core problems we see every day in the SOC. The power in the platform, their AI agents, is in its simplicity. They are not adding steps and processes to achieve results. The Security Accelerator platform drives efficiency without sacrificing efficacy. It allows us to shift the role of the analyst; to give them the time to use human insight, because well trained AI that we can review, and audit, is immensely powerful. It sets a whole new bar for security operations.
SMT
Mohammad Qasas
SOC Lead
Simbian's AI agents augment and automate many security services resulting into better efficiencies and increased precision.
Wipro
Siva VRS
Vice President
What Simbian's doing in that space has really been a differentiator and a game changer for how my team's thinking about these problems. We're no longer thinking about a pipeline of work that we've got to have 20 people to solve.
Bottomline
Blaine Brennecke
Director of Security Operations